No. 1: AAAI-19, IAAI-19, EAAI-20
AAAI Technical Track: AI and the Web
VistaNet: Visual Aspect Attention Network for Multimodal Sentiment Analysis
PDFUGSD: User Generated Sentiment Dictionaries from Online Customer Reviews
PDFCommunity Detection in Social Networks Considering Topic Correlations
PDFCommunity Focusing: Yet Another Query-Dependent Community Detection
PDFMulti-Level Deep Cascade Trees for Conversion Rate Prediction in Recommendation System
PDFSession-Based Recommendation with Graph Neural Networks
PDFCISI-net: Explicit Latent Content Inference and Imitated Style Rendering for Image Inpainting
PDFStructured and Sparse Annotations for Image Emotion Distribution Learning
PDFMulti-Interactive Memory Network for Aspect Based Multimodal Sentiment Analysis
PDFMulti-View Information-Theoretic Co-Clustering for Co-Occurrence Data
PDFContext-Aware Self-Attention Networks
PDFAdversarial Training for Community Question Answer Selection Based on Multi-Scale Matching
PDFTransNFCM: Translation-Based Neural Fashion Compatibility Modeling
PDFData Augmentation Based on Adversarial Autoencoder Handling Imbalance for Learning to Rank
PDFCross-Relation Cross-Bag Attention for Distantly-Supervised Relation Extraction
PDFText Assisted Insight Ranking Using Context-Aware Memory Network
PDFHierarchical Reinforcement Learning for Course Recommendation in MOOCs
PDFRegularizing Neural Machine Translation by Target-Bidirectional Agreement
PDFAddressing the Under-Translation Problem from the Entropy Perspective
PDFRobust Online Matching with User Arrival Distribution Drift
PDFExploiting Background Knowledge in Compact Answer Generation for Why-Questions
PDFGraph Convolutional Networks Meet Markov Random Fields: Semi-Supervised Community Detection in Attribute Networks
PDFIncorporating Network Embedding into Markov Random Field for Better Community Detection
PDFCrawling the Community Structure of Multiplex Networks
PDFCoupled CycleGAN: Unsupervised Hashing Network for Cross-Modal Retrieval
PDFSupervised User Ranking in Signed Social Networks
PDFPersonalized Question Routing via Heterogeneous Network Embedding
PDFPopularity Prediction on Online Articles with Deep Fusion of Temporal Process and Content Features
PDFDiscrete Social Recommendation
PDFSNR: Sub-Network Routing for Flexible Parameter Sharing in Multi-Task Learning
PDFDTMT: A Novel Deep Transition Architecture for Neural Machine Translation
PDFMulti-Perspective Relevance Matching with Hierarchical ConvNets for Social Media Search
PDFUnsupervised Neural Machine Translation with SMT as Posterior Regularization
PDFMining Entity Synonyms with Efficient Neural Set Generation
PDFSurveys without Questions: A Reinforcement Learning Approach
PDFATP: Directed Graph Embedding with Asymmetric Transitivity Preservation
PDFLearning from Web Data Using Adversarial Discriminative Neural Networks for Fine-Grained Classification
PDFMeimei: An Efficient Probabilistic Approach for Semantically Annotating Tables
PDFDeepTileBars: Visualizing Term Distribution for Neural Information Retrieval
PDFEntity Alignment between Knowledge Graphs Using Attribute Embeddings
PDFIncorporating Behavioral Constraints in Online AI Systems
PDFOutlier Aware Network Embedding for Attributed Networks
PDFComparative Document Summarisation via Classification
PDFColNet: Embedding the Semantics of Web Tables for Column Type Prediction
PDFImproving One-Class Collaborative Filtering via Ranking-Based Implicit Regularizer
PDFAnswer Identification from Product Reviews for User Questions by Multi-Task Attentive Networks
PDFDynamic Explainable Recommendation Based on Neural Attentive Models
PDFDeepCF: A Unified Framework of Representation Learning and Matching Function Learning in Recommender System
PDFTableSense: Spreadsheet Table Detection with Convolutional Neural Networks
PDFTriple Classification Using Regions and Fine-Grained Entity Typing
PDFDynamic Layer Aggregation for Neural Machine Translation with Routing-by-Agreement
PDFDeeply Fusing Reviews and Contents for Cold Start Users in Cross-Domain Recommendation Systems
PDFFeature Sampling Based Unsupervised Semantic Clustering for Real Web Multi-View Content
PDFCooperative Multimodal Approach to Depression Detection in Twitter
PDFAnchors Bring Ease: An Embarrassingly Simple Approach to Partial Multi-View Clustering
PDFY2Seq2Seq: Cross-Modal Representation Learning for 3D Shape and Text by Joint Reconstruction and Prediction of View and Word Sequences
PDFLearning to Align Question and Answer Utterances in Customer Service Conversation with Recurrent Pointer Networks
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AAAI Special Technical Track: AI for Social Impact
Detecting Incongruity between News Headline and Body Text via a Deep Hierarchical Encoder
PDFEnsNet: Ensconce Text in the Wild
PDFWeakly-Supervised Simultaneous Evidence Identification and Segmentation for Automated Glaucoma Diagnosis
PDFA Neural Multi-Task Learning Framework to Jointly Model Medical Named Entity Recognition and Normalization
PDFExploiting Time-Series Image-to-Image Translation to Expand the Range of Wildlife Habitat Analysis
PDFReAl-LiFE: Accelerating the Discovery of Individualized Brain Connectomes on GPUs
PDFLatent Dirichlet Allocation for Internet Price War
PDFDeep Hierarchical Graph Convolution for Election Prediction from Geospatial Census Data
PDFWho Blames Whom in a Crisis? Detecting Blame Ties from News Articles Using Neural Networks
PDFConvex Formulations for Fair Principal Component Analysis
PDFViolence Rating Prediction from Movie Scripts
PDFImage Aesthetic Assessment Assisted by Attributes through Adversarial Learning
PDFA Model-Free Affective Reinforcement Learning Approach to Personalization of an Autonomous Social Robot Companion for Early Literacy Education
PDFEmergency Department Online Patient-Caregiver Scheduling
PDFMulti3Net: Segmenting Flooded Buildings via Fusion of Multiresolution, Multisensor, and Multitemporal Satellite Imagery
PDFLearning to Address Health Inequality in the United States with a Bayesian Decision Network
PDFAxiomatic Characterization of Data-Driven Influence Measures for Classification
PDFHotels-50K: A Global Hotel Recognition Dataset
PDFA Study of Educational Data Mining: Evidence from a Thai University
PDFAutoZOOM: Autoencoder-Based Zeroth Order Optimization Method for Attacking Black-Box Neural Networks
PDFKnowledge Tracing Machines: Factorization Machines for Knowledge Tracing
PDFForbidden Nodes Aware Community Search
PDFBidirectional Inference Networks:A Class of Deep Bayesian Networks for Health Profiling
PDFDeepETA: A Spatial-Temporal Sequential Neural Network Model for Estimating Time of Arrival in Package Delivery System
PDFZero Shot Learning for Code Education: Rubric Sampling with Deep Learning Inference
PDFPredicting Hurricane Trajectories Using a Recurrent Neural Network
PDFAutomatic Detection and Compression for Passive Acoustic Monitoring of the African Forest Elephant
PDFGated Residual Recurrent Graph Neural Networks for Traffic Prediction
PDFBias Reduction via End-to-End Shift Learning: Application to Citizen Science
PDFCoverage Centrality Maximization in Undirected Networks
PDFBayesian Fairness
PDFUnderstanding Dropouts in MOOCs
PDFBlameworthiness in Multi-Agent Settings
PDFOptimal Surveillance of Covert Networks by Minimizing Inverse Geodesic Length
PDFResisting Adversarial Attacks Using Gaussian Mixture Variational Autoencoders
PDFMigration as Submodular Optimization
PDFPGANs: Personalized Generative Adversarial Networks for ECG Synthesis to Improve Patient-Specific Deep ECG Classification
PDFSelecting Compliant Agents for Opt-in Micro-Tolling
PDFHireNet: A Hierarchical Attention Model for the Automatic Analysis of Asynchronous Video Job Interviews
PDFLearning Diffusions without Timestamps
PDFCheXpert: A Large Chest Radiograph Dataset with Uncertainty Labels and Expert Comparison
PDFEvolutionarily Learning Multi-Aspect Interactions and Influences from Network Structure and Node Content
PDFMulti-GCN: Graph Convolutional Networks for Multi-View Networks, with Applications to Global Poverty
PDFAlgorithms for Estimating Trends in Global Temperature Volatility
PDFAllocating Interventions Based on Predicted Outcomes: A Case Study on Homelessness Services
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AAAI Technical Track: Applications
SAFE: A Neural Survival Analysis Model for Fraud Early Detection
PDFOne-Class Adversarial Nets for Fraud Detection
PDFDeepDPM: Dynamic Population Mapping via Deep Neural Network
PDFPhoneMD: Learning to Diagnose Parkinson’s Disease from Smartphone Data
PDFGAMENet: Graph Augmented MEmory Networks for Recommending Medication Combination
PDFThe Kelly Growth Optimal Portfolio with Ensemble Learning
PDFSpatiality Preservable Factored Poisson Regression for Large-Scale Fine-Grained GPS-Based Population Analysis
PDFSubtask Gated Networks for Non-Intrusive Load Monitoring
PDFImproving Search with Supervised Learning in Trick-Based Card Games
PDFExploiting the Contagious Effect for Employee Turnover Prediction
PDFPerformanceNet: Score-to-Audio Music Generation with Multi-Band Convolutional Residual Network
PDFDifferentially Private Empirical Risk Minimization with Smooth Non-Convex Loss Functions: A Non-Stationary View
PDFPrivate Model Compression via Knowledge Distillation
PDFFunctional Connectivity Network Analysis with Discriminative Hub Detection for Brain Disease Identification
PDFHierarchical Macro Strategy Model for MOBA Game AI
PDFG2C: A Generator-to-Classifier Framework Integrating Multi-Stained Visual Cues for Pathological Glomerulus Classification
PDFOn Strength Adjustment for MCTS-Based Programs
PDFA2-Net: Molecular Structure Estimation from Cryo-EM Density Volumes
PDFTET-GAN: Text Effects Transfer via Stylization and Destylization
PDFLearning Phenotypes and Dynamic Patient Representations via RNN Regularized Collective Non-Negative Tensor Factorization
PDFMetaStyle: Three-Way Trade-off among Speed, Flexibility, and Quality in Neural Style Transfer
PDFOptimal Interdiction of Urban Criminals with the Aid of Real-Time Information
PDFIncorporating Semantic Similarity with Geographic Correlation for Query-POI Relevance Learning
PDFCombo-Action: Training Agent For FPS Game with Auxiliary Tasks
PDFConnecting the Digital and Physical World: Improving the Robustness of Adversarial Attacks
PDFA Memetic Approach for Sequential Security Games on a Plane with Moving Targets
PDFCrash to Not Crash: Learn to Identify Dangerous Vehicles Using a Simulator
PDFTraffic Updates: Saying a Lot While Revealing a Little
PDFAdversarial Learning for Weakly-Supervised Social Network Alignment
PDFLearning Heterogeneous Spatial-Temporal Representation for Bike-Sharing Demand Prediction
PDFSEGAN: Structure-Enhanced Generative Adversarial Network for Compressed Sensing MRI Reconstruction
PDFDeepSTN+: Context-Aware Spatial-Temporal Neural Network for Crowd Flow Prediction in Metropolis
PDFPerceptual-Sensitive GAN for Generating Adversarial Patches
PDFJoint Representation Learning for Multi-Modal Transportation Recommendation
PDFDeepFuzz: Automatic Generation of Syntax Valid C Programs for Fuzz Testing
PDFMolecular Property Prediction: A Multilevel Quantum Interactions Modeling Perspective
PDFPlay as You Like: Timbre-Enhanced Multi-Modal Music Style Transfer
PDFAffinityNet: Semi-Supervised Few-Shot Learning for Disease Type Prediction
PDFScalable Robust Kidney Exchange
PDFDifficulty-Aware Attention Network with Confidence Learning for Medical Image Segmentation
PDFPathological Evidence Exploration in Deep Retinal Image Diagnosis
PDFBuilding Causal Graphs from Medical Literature and Electronic Medical Records
PDFNeVAE: A Deep Generative Model for Molecular Graphs
PDFAdversarial Unsupervised Representation Learning for Activity Time-Series
PDFBeyond Speech: Generalizing D-Vectors for Biometric Verification
PDFDeep Latent Generative Models for Energy Disaggregation
PDFPredicting Concrete and Abstract Entities in Modern Poetry
PDFSynergistic Image and Feature Adaptation: Towards Cross-Modality Domain Adaptation for Medical Image Segmentation
PDFRegion-Based Message Exploration over Spatio-Temporal Data Streams
PDFDeriving Subgoals Autonomously to Accelerate Learning in Sparse Reward Domains
PDFDynamic Spatial-Temporal Graph Convolutional Neural Networks for Traffic Forecasting
PDFTurbo Learning Framework for Human-Object Interactions Recognition and Human Pose Estimation
PDFEfficient Region Embedding with Multi-View Spatial Networks: A Perspective of Locality-Constrained Spatial Autocorrelations
PDFVidyutVanika: A Reinforcement Learning Based Broker Agent for a Power Trading Competition
PDFAttention Based Spatial-Temporal Graph Convolutional Networks for Traffic Flow Forecasting
PDFDeep Reinforcement Learning for Syntactic Error Repair in Student Programs
PDFExploiting Sentence Embedding for Medical Question Answering
PDFCash-Out User Detection Based on Attributed Heterogeneous Information Network with a Hierarchical Attention Mechanism
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AAAI Technical Track: Cognitive Modeling
Cognitive Deficit of Deep Learning in Numerosity
PDFDirect Training for Spiking Neural Networks: Faster, Larger, Better
PDFTDSNN: From Deep Neural Networks to Deep Spike Neural Networks with Temporal-Coding
PDFMPD-AL: An Efficient Membrane Potential Driven Aggregate-Label Learning Algorithm for Spiking Neurons
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AAAI Technical Track: Cognitive Systems
Human-Like Sketch Object Recognition via Analogical Learning
PDFAttentive Tensor Product Learning
PDFScalable Recollections for Continual Lifelong Learning
PDFSimulation-Based Approach to Efficient Commonsense Reasoning in Very Large Knowledge Bases
PDFModelling Autobiographical Memory Loss across Life Span
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AAAI Technical Track: Computational Sustainability
Deep Bayesian Optimization on Attributed Graphs
PDFInterpretable Predictive Modeling for Climate Variables with Weighted Lasso
PDFA Deep Reinforcement Learning Framework for Rebalancing Dockless Bike Sharing Systems
PDFDeep Reinforcement Learning for Green Security Games with Real-Time Information
PDFA Deep Neural Network for Unsupervised Anomaly Detection and Diagnosis in Multivariate Time Series Data
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AAAI Technical Track: Constraint Satisfaction and Optimization
Concurrency Debugging with MaxSMT
PDFBayesian Functional Optimisation with Shape Prior
PDFLearning Optimal Classification Trees Using a Binary Linear Program Formulation
PDFAsynchronous Proximal Stochastic Gradient Algorithm for Composition Optimization Problems
PDFLow-Rank Semidefinite Programming for the MAX2SAT Problem
PDFTask Embedded Coordinate Update: A Realizable Framework for Multivariate Non-Convex Optimization
PDFMelding the Data-Decisions Pipeline: Decision-Focused Learning for Combinatorial Optimization
PDFAdding Constraints to Bayesian Inverse Problems
PDFOptimizing in the Dark: Learning an Optimal Solution through a Simple Request Interface
PDFGeneralized Batch Normalization: Towards Accelerating Deep Neural Networks
PDFImproving Optimization Bounds Using Machine Learning: Decision Diagrams Meet Deep Reinforcement Learning
PDFModel-Based Diagnosis of Hybrid Systems Using Satisfiability Modulo Theory
PDFOn Geometric Alignment in Low Doubling Dimension
PDFA Nonconvex Projection Method for Robust PCA
PDFSolving Integer Quadratic Programming via Explicit and Structural Restrictions
PDFStochastic Submodular Maximization with Performance-Dependent Item Costs
PDFConstraint-Based Sequential Pattern Mining with Decision Diagrams
PDFFaster Gradient-Free Proximal Stochastic Methods for Nonconvex Nonsmooth Optimization
PDFAbduction-Based Explanations for Machine Learning Models
PDFSeparator-Based Pruned Dynamic Programming for Steiner Tree
PDFAsynchronous Delay-Aware Accelerated Proximal Coordinate Descent for Nonconvex Nonsmooth Problems
PDFA Recursive Algorithm for Projected Model Counting
PDFRSA: Byzantine-Robust Stochastic Aggregation Methods for Distributed Learning from Heterogeneous Datasets
PDFAdaptive Proximal Average Based Variance Reducing Stochastic Methods for Optimization with Composite Regularization
PDFAutomatic Construction of Parallel Portfolios via Explicit Instance Grouping
PDFOn Sampling Complexity of the Semidefinite Affine Rank Feasibility Problem
PDFRevisiting Projection-Free Optimization for Strongly Convex Constraint Sets
PDFA PSPACE Subclass of Dependency Quantified Boolean Formulas and Its Effective Solving
PDFBIRD: Engineering an Efficient CNF-XOR SAT Solver and Its Applications to Approximate Model Counting
PDFAlgorithms for Average Regret Minimization
PDFLearning Optimal and Fair Decision Trees for Non-Discriminative Decision-Making
PDFClairvoyant Restarts in Branch-and-Bound Search Using Online Tree-Size Estimation
PDFA SAT+CAS Approach to Finding Good Matrices: New Examples and Counterexamples
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AAAI Technical Track: Game Playing and Interactive Entertainment
AAAI Technical Track: Game Theory and Economic Paradigms
Distributionally Adversarial Attack
PDFRevenue Enhancement via Asymmetric Signaling in Interdependent-Value Auctions
PDFDynamic Contracting under Positive Commitment
PDFWhen Do Envy-Free Allocations Exist?
PDFQuasi-Perfect Stackelberg Equilibrium
PDFOptimal Dynamic Auctions Are Virtual Welfare Maximizers
PDFDeception in Finitely Repeated Security Games
PDFFairly Allocating Many Goods with Few Queries
PDFLearning Optimal Strategies to Commit To
PDFVariance Reduction in Monte Carlo Counterfactual Regret Minimization (VR-MCCFR) for Extensive Form Games Using Baselines
PDFMechanism Design for Multi-Type Housing Markets with Acceptable Bundles
PDFLearning Deviation Payoffs in Simulation-Based Games
PDFA Framework for Approval-Based Budgeting Methods
PDFPractical Algorithms for Multi-Stage Voting Rules with Parallel Universes Tiebreaking
PDFRandom Walk Decay Centrality
PDFPoll-Confident Voters in Iterative Voting
PDFDefending Elections against Malicious Spread of Misinformation
PDFA Unified Approach to Online Matching with Conflict-Aware Constraints
PDFA Better Algorithm for Societal Tradeoffs
PDFA PAC Framework for Aggregating Agents’ Judgments
PDFPreference-Aware Task Assignment in On-Demand Taxi Dispatching: An Online Stable Matching Approach
PDFVery Hard Electoral Control Problems
PDFFair Knapsack
PDFA Bridge between Liquid and Social Welfare in Combinatorial Auctions with Submodular Bidders
PDFAn Equivalence between Wagering and Fair-Division Mechanisms
PDFFair and Efficient Memory Sharing: Confronting Free Riders
PDFMulti-Unit Bilateral Trade
PDFOn the Distortion Value of the Elections with Abstention
PDFPareto Efficient Auctions with Interest Rates
PDFDeep Bayesian Trust: A Dominant and Fair Incentive Mechanism for Crowd
PDFYou Get What You Share: Incentives for a Sharing Economy
PDFComputing the Yolk in Spatial Voting Games without Computing Median Lines
PDFOn the Inducibility of Stackelberg Equilibrium for Security Games
PDFSolving Partially Observable Stochastic Games with Public Observations
PDFObject Reachability via Swaps along a Line
PDFPareto-Optimal Allocation of Indivisible Goods with Connectivity Constraints
PDFForming Probably Stable Communities with Limited Interactions
PDFApproximate Inference of Outcomes in Probabilistic Elections
PDF“Reverse Gerrymandering”: Manipulation in Multi-Group Decision Making
PDFHeuristic Voting as Ordinal Dominance Strategies
PDFCooperation Enforcement and Collusion Resistance in Repeated Public Goods Games
PDFGroup Fairness for the Allocation of Indivisible Goods
PDFSolving Large Extensive-Form Games with Strategy Constraints
PDFOn the Complexity of the Inverse Semivalue Problem for Weighted Voting Games
PDFBalancing Relevance and Diversity in Online Bipartite Matching via Submodularity
PDFOnline Pandora’s Boxes and Bandits
PDFRandom Dictators with a Random Referee: Constant Sample Complexity Mechanisms for Social Choice
PDFApproximation and Hardness of Shift-Bribery
PDFHow Similar Are Two Elections?
PDFOnline Convex Optimization for Sequential Decision Processes and Extensive-Form Games
PDFAn Improved Quasi-Polynomial Algorithm for Approximate Well-Supported Nash Equilibria
PDFFrom Recommendation Systems to Facility Location Games
PDFConvergence of Learning Dynamics in Information Retrieval Games
PDFLow-Distortion Social Welfare Functions
PDFOn Rational Delegations in Liquid Democracy
PDFPrimarily about Primaries
PDFWalrasian Dynamics in Multi-Unit Markets
PDFFast Iterative Combinatorial Auctions via Bayesian Learning
PDFSolving Imperfect-Information Games via Discounted Regret Minimization
PDFPartial Verification as a Substitute for Money
PDFRandomized Wagering Mechanisms
PDFThe Pure Price of Anarchy of Pool Block Withholding Attacks in Bitcoin Mining
PDFFair Division with a Secretive Agent
PDFPareto Optimal Allocation under Compact Uncertain Preferences
PDFOn the Proximity of Markets with Integral Equilibria
PDFUnknown Agents in Friends Oriented Hedonic Games: Stability and Complexity
PDFGeneralized Distance Bribery
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AAAI Technical Track: Heuristic Search and Optimization
A Two-Individual Based Evolutionary Algorithm for the Flexible Job Shop Scheduling Problem
PDFGreedy Maximization of Functions with Bounded Curvature under Partition Matroid Constraints
PDFHeuristic Search Algorithm for Dimensionality Reduction Optimally Combining Feature Selection and Feature Extraction
PDFOn the Optimal Efficiency of Cost-Algebraic A*
PDFRunning Time Analysis of MOEA/D with Crossover on Discrete Optimization Problem
PDFBézier Simplex Fitting: Describing Pareto Fronts of´ Simplicial Problems with Small Samples in Multi-Objective Optimization
PDFFine-Grained Search Space Classification for Hard Enumeration Variants of Subset Problems
PDFOn the Time Complexity of Algorithm Selection Hyper-Heuristics for Multimodal Optimisation
PDFEvolving Action Abstractions for Real-Time Planning in Extensive-Form Games
PDFReal-Time Planning as Decision-Making under Uncertainty
PDFEvolving Solutions to Community-Structured Satisfiability Formulas
PDFPareto Optimization for Subset Selection with Dynamic Cost Constraints
PDFStepping Stones to Inductive Synthesis of Low-Level Looping Programs
PDFAllocating Planning Effort When Actions Expire
PDFEnriching Non-Parametric Bidirectional Search Algorithms
PDFBounded Suboptimal Search with Learned Heuristics for Multi-Agent Systems
PDFAn Improved Generic Bet-and-Run Strategy with Performance Prediction for Stochastic Local Search
PDFFuzzy-Classification Assisted Solution Preselection in Evolutionary Optimization
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AAAI Technical Track: Human-AI Collaboration
Making Money from What You Know – How to Sell Information?
PDFUpdates in Human-AI Teams: Understanding and Addressing the Performance/Compatibility Tradeoff
PDFHuman-in-the-Loop Feature Selection
PDFVerifying Robustness of Gradient Boosted Models
PDFCounterfactual Randomization: Rescuing Experimental Studies from Obscured Confounding
PDFEfficiently Combining Human Demonstrations and Interventions for Safe Training of Autonomous Systems in Real-Time
PDFTask Transfer by Preference-Based Cost Learning
PDFA Unified Framework for Planning in Adversarial and Cooperative Environments
PDFRGBD Based Gaze Estimation via Multi-Task CNN
PDFDeep Neural Networks Constrained by Decision Rules
PDFGeometry-Aware Face Completion and Editing
PDFGeneration of Policy-Level Explanations for Reinforcement Learning
PDFLearning Models of Sequential Decision-Making with Partial Specification of Agent Behavior
PDFAugmenting Markov Decision Processes with Advising
PDFFLEX: Faithful Linguistic Explanations for Neural Net Based Model Decisions
PDFInteractive Semantic Parsing for If-Then Recipes via Hierarchical Reinforcement Learning
PDFOne-Network Adversarial Fairness
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AAAI Technical Track: Humans and AI
Lipper: Synthesizing Thy Speech Using Multi-View Lipreading
PDFGoal-Oriented Dialogue Policy Learning from Failures
PDFBe Inaccurate but Don’t Be Indecisive: How Error Distribution Can Affect User Experience
PDFConsensual Affine Transformations for Partial Valuation Aggregation
PDFCycleEmotionGAN: Emotional Semantic Consistency Preserved CycleGAN for Adapting Image Emotions
PDFDeep Transformation Method for Discriminant Analysis of Multi-Channel Resting State fMRI
PDFAI-Sketcher : A Deep Generative Model for Producing High-Quality Sketches
PDFElection with Bribed Voter Uncertainty: Hardness and Approximation Algorithm
PDFHuman Motion Prediction via Learning Local Structure Representations and Temporal Dependencies
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AAAI Technical Track: Human-Computation and Crowd Sourcing
AAAI Technical Track: Knowledge Representation and Reasoning
Safe Partial Diagnosis from Normal Observations
PDFReasoning over Streaming Data in Metric Temporal Datalog
PDFTransGate: Knowledge Graph Embedding with Shared Gate Structure
PDFRecursively Learning Causal Structures Using Regression-Based Conditional Independence Test
PDFTracking Logical Difference in Large-Scale Ontologies: A Forgetting-Based Approach
PDFOn Completing Sparse Knowledge Base with Transitive Relation Embedding
PDFRepresenting and Learning Grammars in Answer Set Programming
PDFMulti-Context System for Optimization Problems
PDFReasoning over Assumption-Based Argumentation Frameworks via Direct Answer Set Programming Encodings
PDFSAT-Based Explicit LTLf Satisfiability Checking
PDFImplanting Rational Knowledge into Distributed Representation at Morpheme Level
PDFComplexity of Inconsistency-Tolerant Query Answering in Datalog+/– under Cardinality-Based Repairs
PDFSDRL: Interpretable and Data-Efficient Deep Reinforcement Learning Leveraging Symbolic Planning
PDFLess but Better: Generalization Enhancement of Ordinal Embedding via Distributional Margin
PDFGroup Decision Diagram (GDD): A Compact Representation for Permutations
PDFOn Limited Conjunctions and Partial Features in Parameter-Tractable Feature Logics
PDFDeclarative Question Answering over Knowledge Bases Containing Natural Language Text with Answer Set Programming
PDFBlameworthiness in Strategic Games
PDFBelief Change and Non-Monotonic Reasoning Sans Compactness
PDFATOMIC: An Atlas of Machine Commonsense for If-Then Reasoning
PDFEfficient Concept Induction for Description Logics
PDFAn Open-World Extension to Knowledge Graph Completion Models
PDFInduction of Non-Monotonic Logic Programs to Explain Boosted Tree Models Using LIME
PDFEnd-to-End Structure-Aware Convolutional Networks for Knowledge Base Completion
PDFAmalgamating Knowledge towards Comprehensive Classification
PDFIterated Belief Base Revision: A Dynamic Epistemic Logic Approach
PDFArgumentation for Explainable Scheduling
PDFApproximate Stream Reasoning with Metric Temporal Logic under Uncertainty
PDFABox Abduction via Forgetting in ALC
PDFQualitative Spatial Logic over 2D Euclidean Spaces Is Not Finitely Axiomatisable
PDFValidation of Growing Knowledge Graphs by Abductive Text Evidences
PDFOn Structured Argumentation with Conditional Preferences
PDFComplexity of Abstract Argumentation under a Claim-Centric View
PDFStrong Equivalence for Epistemic Logic Programs Made Easy
PDFDisjunctive Normal Form for Multi-Agent Modal Logics Based on Logical Separability
PDFCounting Complexity for Reasoning in Abstract Argumentation
PDFA Sequential Set Generation Method for Predicting Set-Valued Outputs
PDFForgetting in Modular Answer Set Programming
PDFPartial Awareness
PDFModular Materialisation of Datalog Programs
PDFBi-Kronecker Functional Decision Diagrams: A Novel Canonical Representation of Boolean Functions
PDFMinimum Intervention Cover of a Causal Graph
PDFKnowledge Refinement via Rule Selection
PDFLENA: Locality-Expanded Neural Embedding for Knowledge Base Completion
PDFOntology-Based Query Answering for Probabilistic Temporal Data
PDFCombining Deep Learning and Qualitative Spatial Reasoning to Learn Complex Structures from Sparse Examples with Noise
PDFSatisfiability in Strategy Logic Can Be Easier than Model Checking
PDFUnbounded Orchestrations of Transducers for Manufacturing
PDFRelaxing and Restraining Queries for OBDA
PDFCertifying the True Error: Machine Learning in Coq with Verified Generalization Guarantees
PDFExtension Removal in Abstract Argumentation – An Axiomatic Approach
PDFAbstracting Causal Models
PDFWeighted Abstract Dialectical Frameworks through the Lens of Approximation Fixpoint Theory
PDFEnhancing Lazy Grounding with Lazy Normalization in Answer-Set Programming
PDFLearning Features and Abstract Actions for Computing Generalized Plans
PDFOntology-Mediated Query Answering over Log-Linear Probabilistic Data
PDFQuerying Attributed DL-Lite Ontologies Using Provenance Semirings
PDFModel-Based Diagnosis for Cyber-Physical Production Systems Based on Machine Learning and Residual-Based Diagnosis Models
PDFFrom Horn-SRIQ to Datalog: A Data-Independent Transformation That Preserves Assertion Entailment
PDFIdentification of Causal Effects in the Presence of Selection Bias
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AAAI Technical Track: Machine Learning
SADIH: Semantic-Aware DIscrete Hashing
PDFSubmodular Optimization over Streams with Inhomogeneous Decays
PDFThe Adversarial Attack and Detection under the Fisher Information Metric
PDFWhere to Go Next: A Spatio-Temporal Gated Network for Next POI Recommendation
PDFInfoVAE: Balancing Learning and Inference in Variational Autoencoders
PDFSelf-Adversarially Learned Bayesian Sampling
PDFBiomedical Image Segmentation via Representative Annotation
PDFA New Ensemble Learning Framework for 3D Biomedical Image Segmentation
PDFUnderstanding VAEs in Fisher-Shannon Plane
PDFCapacity Control of ReLU Neural Networks by Basis-Path Norm
PDFSelf-Supervised Mixture-of-Experts by Uncertainty Estimation
PDFDeep Interest Evolution Network for Click-Through Rate Prediction
PDFAn Efficient Compressive Convolutional Network for Unified Object Detection and Image Compression
PDFCommunication-Optimal Distributed Dynamic Graph Clustering
PDFA Domain Generalization Perspective on Listwise Context Modeling
PDFDAN: Deep Attention Neural Network for News Recommendation
PDFResidual Invertible Spatio-Temporal Network for Video Super-Resolution
PDFAligning Domain-Specific Distribution and Classifier for Cross-Domain Classification from Multiple Sources
PDFConsensus Adversarial Domain Adaptation
PDFParallel Restarted SGD with Faster Convergence and Less Communication: Demystifying Why Model Averaging Works for Deep Learning
PDFNetwork Recasting: A Universal Method for Network Architecture Transformation
PDFMulti-Order Attentive Ranking Model for Sequential Recommendation
PDFInterpreting Deep Models for Text Analysis via Optimization and Regularization Methods
PDFf-Similarity Preservation Loss for Soft Labels: A Demonstration on Cross-Corpus Speech Emotion Recognition
PDFPartially Observable Multi-Sensor Sequential Change Detection: A Combinatorial Multi-Armed Bandit Approach
PDFActive Mini-Batch Sampling Using Repulsive Point Processes
PDFLearning Set Functions with Limited Complementarity
PDFRecurJac: An Efficient Recursive Algorithm for Bounding Jacobian Matrix of Neural Networks and Its Applications
PDFA Powerful Global Test Statistic for Functional Statistical Inference
PDFInteractive Attention Transfer Network for Cross-Domain Sentiment Classification
PDFLearning to Communicate and Solve Visual Blocks-World Tasks
PDFACE: An Actor Ensemble Algorithm for Continuous Control with Tree Search
PDFQUOTA: The Quantile Option Architecture for Reinforcement Learning
PDFHashtag Recommendation for Photo Sharing Services
PDFFind Me if You Can: Deep Software Clone Detection by Exploiting the Contest between the Plagiarist and the Detector
PDFCAFE: Adaptive VDI Workload Prediction with Multi-Grained Features
PDFBayesian Graph Convolutional Neural Networks for Semi-Supervised Classification
PDFLearning (from) Deep Hierarchical Structure among Features
PDFLearning Uniform Semantic Features for Natural Language and Programming Language Globally, Locally and Sequentially
PDFHierarchical Classification Based on Label Distribution Learning
PDFEmbedding-Based Complex Feature Value Coupling Learning for Detecting Outliers in Non-IID Categorical Data
PDFDueling Bandits with Qualitative Feedback
PDFPartial Label Learning via Label Enhancement
PDFData-Distortion Guided Self-Distillation for Deep Neural Networks
PDFTask-Driven Common Representation Learning via Bridge Neural Network
PDFSelf-Ensembling Attention Networks: Addressing Domain Shift for Semantic Segmentation
PDFActive Learning of Multi-Class Classification Models from Ordered Class Sets
PDFFrame and Feature-Context Video Super-Resolution
PDFOversampling for Imbalanced Data via Optimal Transport
PDFCross-Domain Visual Representations via Unsupervised Graph Alignment
PDFWeighted Oblique Decision Trees
PDFTraining Deep Neural Networks in Generations: A More Tolerant Teacher Educates Better Students
PDFConfidence Weighted Multitask Learning
PDFUnsupervised Fake News Detection on Social Media: A Generative Approach
PDFDeep Robust Unsupervised Multi-Modal Network
PDFLearning Personalized Attribute Preference via Multi-Task AUC Optimization
PDFRevisiting Spatial-Temporal Similarity: A Deep Learning Framework for Traffic Prediction
PDFBalanced Sparsity for Efficient DNN Inference on GPU
PDFIterative Classroom Teaching
PDFUniversal Approximation Property and Equivalence of Stochastic Computing-Based Neural Networks and Binary Neural Networks
PDFNon-Autoregressive Machine Translation with Auxiliary Regularization
PDFLearning Compact Model for Large-Scale Multi-Label Data
PDFUnified Embedding Alignment with Missing Views Inferring for Incomplete Multi-View Clustering
PDFExploiting Local Feature Patterns for Unsupervised Domain Adaptation
PDFRobustSTL: A Robust Seasonal-Trend Decomposition Algorithm for Long Time Series
PDFEfficient Gaussian Process Classification Using Pólya-Gamma Data Augmentation
PDFHow Does Knowledge of the AUC Constrain the Set of Possible Ground-Truth Labelings?
PDFUncovering Specific-Shape Graph Anomalies in Attributed Graphs
PDFPoint Cloud Processing via Recurrent Set Encoding
PDFImproving Domain-Specific Classification by Collaborative Learning with Adaptation Networks
PDFModelling of Bi-Directional Spatio-Temporal Dependence and Users’ Dynamic Preferences for Missing POI Check-In Identification
PDFTied Transformers: Neural Machine Translation with Shared Encoder and Decoder
PDFBayesian Deep Collaborative Matrix Factorization
PDFRS3CIS: Robust Single-Step Spectral Clustering with Intrinsic Subspace
PDFUnderstanding Persuasion Cascades in Online Product Rating Systems
PDFLearning Dynamic Generator Model by Alternating Back-Propagation through Time
PDFMulti-View Multi-Instance Multi-Label Learning Based on Collaborative Matrix Factorization
PDFSpHMC: Spectral Hamiltonian Monte Carlo
PDFModeling Local Dependence in Natural Language with Multi-Channel Recurrent Neural Networks
PDFAutomatic Bayesian Density Analysis
PDFRobust Anomaly Detection in Videos Using Multilevel Representations
PDFCAMO: A Collaborative Ranking Method for Content Based Recommendation
PDFVideo Inpainting by Jointly Learning Temporal Structure and Spatial Details
PDFBounding Uncertainty for Active Batch Selection
PDFAdversarial Binary Collaborative Filtering for Implicit Feedback
PDFTheoretical Analysis of Label Distribution Learning
PDFOrderly Subspace Clustering
PDFSVM-Based Deep Stacking Networks
PDFAn Efficient Approach to Informative Feature Extraction from Multimodal Data
PDFScalable Distributed DL Training: Batching Communication and Computation
PDFHyperAdam: A Learnable Task-Adaptive Adam for Network Training
PDFA Sharper Generalization Bound for Divide-and-Conquer Ridge Regression
PDFRobustness Can Be Cheap: A Highly Efficient Approach to Discover Outliers under High Outlier Ratios
PDFSCNN: A General Distribution Based Statistical Convolutional Neural Network with Application to Video Object Detection
PDFExplainable Reasoning over Knowledge Graphs for Recommendation
PDFHyperbolic Heterogeneous Information Network Embedding
PDFTransferable Attention for Domain Adaptation
PDFMultiple Independent Subspace Clusterings
PDFDeep Metric Learning by Online Soft Mining and Class-Aware Attention
PDFNetwork Structure and Transfer Behaviors Embedding via Deep Prediction Model
PDFLearning Vine Copula Models for Synthetic Data Generation
PDFMatrix Completion for Graph-Based Deep Semi-Supervised Learning
PDFVariational Autoencoder with Implicit Optimal Priors
PDFCharacter n-Gram Embeddings to Improve RNN Language Models
PDFCoreset Stochastic Variance-Reduced Gradient with Application to Optimal Margin Distribution Machine
PDFRefining Coarse-Grained Spatial Data Using Auxiliary Spatial Data Sets with Various Granularities
PDFCross-View Local Structure Preserved Diversity and Consensus Learning for Multi-View Unsupervised Feature Selection
PDFAn Integral Tag Recommendation Model for Textual Content
PDFSelf-Paced Active Learning: Query the Right Thing at the Right Time
PDFA Radical-Aware Attention-Based Model for Chinese Text Classification
PDFOptimization of Hierarchical Regression Model with Application to Optimizing Multi-Response Regression K-ary Trees
PDFHolographic Factorization Machines for Recommendation
PDFClipped Matrix Completion: A Remedy for Ceiling Effects
PDFA Non–Convex Optimization Approach to Correlation Clustering
PDFLearning Competitive and Discriminative Reconstructions for Anomaly Detection
PDFNatural Option Critic
PDFLearning Triggers for Heterogeneous Treatment Effects
PDFImproving GAN with Neighbors Embedding and Gradient Matching
PDFPredicting Urban Dispersal Events: A Two-Stage Framework through Deep Survival Analysis on Mobility Data
PDFGeometric Hawkes Processes with Graph Convolutional Recurrent Neural Networks
PDFMEAL: Multi-Model Ensemble via Adversarial Learning
PDFMulti-View Anomaly Detection: Neighborhood in Locality Matters
PDFVirtual-Taobao: Virtualizing Real-World Online Retail Environment for Reinforcement Learning
PDFAutomatic Code Review by Learning the Revision of Source Code
PDFSublinear Time Numerical Linear Algebra for Structured Matrices
PDFLabel Embedding with Partial Heterogeneous Contexts
PDFEvaluating Recommender System Stability with Influence-Guided Fuzzing
PDFSensitivity Analysis of Deep Neural Networks
PDFTransferable Curriculum for Weakly-Supervised Domain Adaptation
PDFUnsupervised Transfer Learning for Spoken Language Understanding in Intelligent Agents
PDFSafe Policy Improvement with Baseline Bootstrapping in Factored Environments
PDFComposable Modular Reinforcement Learning
PDFHierarchical Context Enabled Recurrent Neural Network for Recommendation
PDFDiversity-Driven Extensible Hierarchical Reinforcement Learning
PDFOn the Persistence of Clustering Solutions and True Number of Clusters in a Dataset
PDFSoft Facial Landmark Detection by Label Distribution Learning
PDFPartial Multi-Label Learning by Low-Rank and Sparse Decomposition
PDFMulti-Precision Quantized Neural Networks via Encoding Decomposition of {-1,+1}
PDFNon-Ergodic Convergence Analysis of Heavy-Ball Algorithms
PDFExploiting Synthetically Generated Data with Semi-Supervised Learning for Small and Imbalanced Datasets
PDFInterpretable Preference Learning: A Game Theoretic Framework for Large Margin On-Line Feature and Rule Learning
PDFLearning to Solve NP-Complete Problems: A Graph Neural Network for Decision TSP
PDFRobust Optimization over Multiple Domains
PDFComposite Binary Decomposition Networks
PDFNearest-Neighbour-Induced Isolation Similarity and Its Impact on Density-Based Clustering
PDFTraining Complex Models with Multi-Task Weak Supervision
PDFExplicitly Imposing Constraints in Deep Networks via Conditional Gradients Gives Improved Generalization and Faster Convergence
PDFRegularized Evolution for Image Classifier Architecture Search
PDFOn Fair Cost Sharing Games in Machine Learning
PDFDeep Recurrent Survival Analysis
PDFRepeatNet: A Repeat Aware Neural Recommendation Machine for Session-Based Recommendation
PDFDevil in the Details: Towards Accurate Single and Multiple Human Parsing
PDFLatent Multi-Task Architecture Learning
PDFHow Many Pairwise Preferences Do We Need to Rank a Graph Consistently?
PDFCovariate Shift Adaptation on Learning from Positive and Unlabeled Data
PDFGranger-Causal Attentive Mixtures of Experts: Learning Important Features with Neural Networks
PDFCongestion Graphs for Automated Time Predictions
PDFUnsupervised Learning with Contrastive Latent Variable Models
PDFSparse Reject Option Classifier Using Successive Linear Programming
PDFDyS: A Framework for Mixture Models in Quantification
PDFTowards Better Interpretability in Deep Q-Networks
PDFCost-Sensitive Learning to Rank
PDFA Two-Stream Mutual Attention Network for Semi-Supervised Biomedical Segmentation with Noisy Labels
PDFA Probabilistic Derivation of LASSO and L12-Norm Feature Selections
PDFCogra: Concept-Drift-Aware Stochastic Gradient Descent for Time-Series Forecasting
PDFWeisfeiler and Leman Go Neural: Higher-Order Graph Neural Networks
PDFClusterGAN: Latent Space Clustering in Generative Adversarial Networks
PDFSubspace Selection via DR-Submodular Maximization on Lattices
PDFNumber Sequence Prediction Problems for Evaluating Computational Powers of Neural Networks
PDFEfficient Counterfactual Learning from Bandit Feedback
PDFMultigrid Backprojection Super–Resolution and Deep Filter Visualization
PDFBiologically Motivated Algorithms for Propagating Local Target Representations
PDFDeterminantal Reinforcement Learning
PDFNon-Parametric Transformation Networks for Learning General Invariances from Data
PDFPolicy Optimization with Model-Based Explorations
PDFCompressing Recurrent Neural Networks with Tensor Ring for Action Recognition
PDFOn Reinforcement Learning for Full-Length Game of StarCraft
PDFAdversarial Dropout for Recurrent Neural Networks
PDFTrainable Undersampling for Class-Imbalance Learning
PDFEfficient and Effective Incomplete Multi-View Clustering
PDFRanking-Based Deep Cross-Modal Hashing
PDFAdaptive Sparse Confidence-Weighted Learning for Online Feature Selection
PDFActive Sampling for Open-Set Classification without Initial Annotation
PDFGeniePath: Graph Neural Networks with Adaptive Receptive Paths
PDFGuiding the One-to-One Mapping in CycleGAN via Optimal Transport
PDFSuper Sparse Convolutional Neural Networks
PDFBlock Belief Propagation for Parameter Learning in Markov Random Fields
PDFRelation Structure-Aware Heterogeneous Information Network Embedding
PDFScaling-Up Split-Merge MCMC with Locality Sensitive Sampling (LSS)
PDFOrthogonality-Promoting Dictionary Learning via Bayesian Inference
PDFRobust Metric Learning on Grassmann Manifolds with Generalization Guarantees
PDFBias-Variance Trade-Off in Hierarchical Probabilistic Models Using Higher-Order Feature Interactions
PDFDistributed PageRank Computation: An Improved Theoretical Study
PDFA Comparative Analysis of Expected and Distributional Reinforcement Learning
PDFState-Augmentation Transformations for Risk-Sensitive Reinforcement Learning
PDFLabelForest: Non-Parametric Semi-Supervised Learning for Activity Recognition
PDFComplex Unitary Recurrent Neural Networks Using Scaled Cayley Transform
PDFThe Curse of Concentration in Robust Learning: Evasion and Poisoning Attacks from Concentration of Measure
PDFA Distillation Approach to Data Efficient Individual Treatment Effect Estimation
PDFLearning Adaptive Random Features
PDFTowards Automated Semi-Supervised Learning
PDFLearning Disentangled Representation with Pairwise Independence
PDFExploiting Coarse-to-Fine Task Transfer for Aspect-Level Sentiment Classification
PDFSepNE: Bringing Separability to Network Embedding
PDFCollaborative, Dynamic and Diversified User Profiling
PDFLearning Logistic Circuits
PDFCircConv: A Structured Convolution with Low Complexity
PDFEvolutionary Manytasking Optimization Based on Symbiosis in Biocoenosis
PDFNon-Compensatory Psychological Models for Recommender Systems
PDFWhich Factorization Machine Modeling Is Better: A Theoretical Answer with Optimal Guarantee
PDFMFPCA: Multiscale Functional Principal Component Analysis
PDFLearning Plackett-Luce Mixtures from Partial Preferences
PDFNear-Neighbor Methods in Random Preference Completion
PDFScale Invariant Fully Convolutional Network: Detecting Hands Efficiently
PDFTrust Region Evolution Strategies
PDFLearning Multi-Task Communication with Message Passing for Sequence Learning
PDFA Theoretically Guaranteed Deep Optimization Framework for Robust Compressive Sensing MRI
PDFA Bandit Approach to Maximum Inner Product Search
PDFThe Utility of Sparse Representations for Control in Reinforcement Learning
PDFGuided Dropout
PDFMixture of Expert/Imitator Networks: Scalable Semi-Supervised Learning Framework
PDFExploiting Class Learnability in Noisy Data
PDFActive Generative Adversarial Network for Image Classification
PDFOn-Line Learning of Linear Dynamical Systems: Exponential Forgetting in Kalman Filters
PDFUnsupervised Domain Adaptation by Matching Distributions Based on the Maximum Mean Discrepancy via Unilateral Transformations
PDFMulti-Source Neural Variational Inference
PDFUnsupervised Domain Adaptation Based on Source-Guided Discrepancy
PDFTransConv: Relationship Embedding in Social Networks
PDFAccurate and Interpretable Factorization Machines
PDFGradient-Based Inference for Networks with Output Constraints
PDFUnderstanding Learned Models by Identifying Important Features at the Right Resolution
PDFStructural Causal Bandits with Non-Manipulable Variables
PDFCommunication-Efficient Stochastic Gradient MCMC for Neural Networks
PDFLifted Proximal Operator Machines
PDFFrom Zero-Shot Learning to Cold-Start Recommendation
PDFX-DMM: Fast and Scalable Model Based Text Clustering
PDFSign-Full Random Projections
PDFRobust Multi-Agent Reinforcement Learning via Minimax Deep Deterministic Policy Gradient
PDFSpectral Clustering in Heterogeneous Information Networks
PDFModel-Free IRL Using Maximum Likelihood Estimation
PDFClassification with Costly Features Using Deep Reinforcement Learning
PDFTile2Vec: Unsupervised Representation Learning for Spatially Distributed Data
PDFMulti-Dimensional Classification via kNN Feature Augmentation
PDFJoint Semi-Supervised Feature Selection and Classification through Bayesian Approach
PDFFast Incremental SVDD Learning Algorithm with the Gaussian Kernel
PDFNon-Asymptotic Uniform Rates of Consistency for k-NN Regression
PDFGaussian-Induced Convolution for Graphs
PDFSCFont: Structure-Guided Chinese Font Generation via Deep Stacked Networks
PDFEstimating the Days to Success of Campaigns in Crowdfunding: A Deep Survival Perspective
PDFDoPAMINE: Double-Sided Masked CNN for Pixel Adaptive Multiplicative Noise Despeckling
PDFPrecision-Recall versus Accuracy and the Role of Large Data Sets
PDFDimension-Free Error Bounds from Random Projections
PDFSimilarity Learning via Kernel Preserving Embedding
PDFTensorial Change Analysis Using Probabilistic Tensor Regression
PDFComplex Moment-Based Supervised Eigenmap for Dimensionality Reduction
PDFEstimating the Causal Effect from Partially Observed Time Series
PDFTAPAS: Train-Less Accuracy Predictor for Architecture Search
PDFNeural Collective Graphical Models for Estimating Spatio-Temporal Population Flow from Aggregated Data
PDFMeta-Descent for Online, Continual Prediction
PDFHybrid Reinforcement Learning with Expert State Sequences
PDFDistributional Semantics Meets Multi-Label Learning
PDFTemporal Anomaly Detection: Calibrating the Surprise
PDFEfficient and Scalable Multi-Task Regression on Massive Number of Tasks
PDFKnowledge Distillation with Adversarial Samples Supporting Decision Boundary
PDFKnowledge Transfer via Distillation of Activation Boundaries Formed by Hidden Neurons
PDFThe SpectACl of Nonconvex Clustering: A Spectral Approach to Density-Based Clustering
PDFMulti-Task Deep Reinforcement Learning with PopArt
PDFInteraction-Aware Factorization Machines for Recommender Systems
PDFLearning Anytime Predictions in Neural Networks via Adaptive Loss Balancing
PDFLearning to Adaptively Scale Recurrent Neural Networks
PDFHERS: Modeling Influential Contexts with Heterogeneous Relations for Sparse and Cold-Start Recommendation
PDFOne-Pass Incomplete Multi-View Clustering
PDFMulti-Fidelity Automatic Hyper-Parameter Tuning via Transfer Series Expansion
PDFEfficient Quantization for Neural Networks with Binary Weights and Low Bitwidth Activations
PDFEfficient Identification of Approximate Best Configuration of Training in Large Datasets
PDFBootstrap Estimated Uncertainty of the Environment Model for Model-Based Reinforcement Learning
PDFLarge-Scale Heterogeneous Feature Embedding
PDFManifold-Valued Image Generation with Wasserstein Generative Adversarial Nets
PDFInter-Class Angular Loss for Convolutional Neural Networks
PDFThe Goldilocks Zone: Towards Better Understanding of Neural Network Loss Landscapes
PDFCombined Reinforcement Learning via Abstract Representations
PDFEfficient Data Point Pruning for One-Class SVM
PDFFully Convolutional Network with Multi-Step Reinforcement Learning for Image Processing
PDFBayesian Posterior Approximation via Greedy Particle Optimization
PDFTowards Reliable Learning for High Stakes Applications
PDFExplainable Recommendation through Attentive Multi-View Learning
PDFWasserstein Soft Label Propagation on Hypergraphs: Algorithm and Generalization Error Bounds
PDFIncomplete Label Multi-Task Deep Learning for Spatio-Temporal Event Subtype Forecasting
PDFOff-Policy Deep Reinforcement Learning by Bootstrapping the Covariate Shift
PDFSpatiotemporal Multi-Graph Convolution Network for Ride-Hailing Demand Forecasting
PDFCounting and Sampling from Markov Equivalent DAGs Using Clique Trees
PDFEliminating Latent Discrimination: Train Then Mask
PDFInterpretation of Neural Networks Is Fragile
PDFUsing Benson’s Algorithm for Regularization Parameter Tracking
PDFScalable and Efficient Pairwise Learning to Achieve Statistical Accuracy
PDFAFS: An Attention-Based Mechanism for Supervised Feature Selection
PDFMixUp as Locally Linear Out-of-Manifold Regularization
PDFNon-Autoregressive Neural Machine Translation with Enhanced Decoder Input
PDFSmooth Deep Image Generator from Noises
PDFSpatially Invariant Unsupervised Object Detection with Convolutional Neural Networks
PDFEfficient Online Learning for Mapping Kernels on Linguistic Structures
PDFLearning Segmentation Masks with the Independence Prior
PDFInverse Abstraction of Neural Networks Using Symbolic Interpolation
PDFBalanced Linear Contextual Bandits
PDFLinear Kernel Tests via Empirical Likelihood for High-Dimensional Data
PDFApproximate Kernel Selection with Strong Approximate Consistency
PDFOn-Line Adaptative Curriculum Learning for GANs
PDFMultistream Classification with Relative Density Ratio Estimation
PDFSingle-Label Multi-Class Image Classification by Deep Logistic Regression
PDFHow to Combine Tree-Search Methods in Reinforcement Learning
PDFHuman-Like Delicate Region Erasing Strategy for Weakly Supervised Detection
PDFControllable Image-to-Video Translation: A Case Study on Facial Expression Generation
PDFPartial Multi-Label Learning via Credible Label Elicitation
PDFImproved Knowledge Graph Embedding Using Background Taxonomic Information
PDFUnsupervised Feature Selection by Pareto Optimization
PDFPartial Label Learning with Self-Guided Retraining
PDFCollaboration Based Multi-Label Learning
PDFHypergraph Neural Networks
PDFTransductive Bounds for the Multi-Class Majority Vote Classifier
PDFDeep Convolutional Sum-Product Networks
PDFFRAME Revisited: An Interpretation View Based on Particle Evolution
PDFDynamic Learning of Sequential Choice Bandit Problem under Marketing Fatigue
PDFAdversarial Learning of Semantic Relevance in Text to Image Synthesis
PDFTowards Non-Saturating Recurrent Units for Modelling Long-Term Dependencies
PDFDisjoint Label Space Transfer Learning with Common Factorised Space
PDFJoint Domain Alignment and Discriminative Feature Learning for Unsupervised Deep Domain Adaptation
PDFTwo-Stage Label Embedding via Neural Factorization Machine for Multi-Label Classification
PDFLarge-Scale Interactive Recommendation with Tree-Structured Policy Gradient
PDFDistributionally Robust Semi-Supervised Learning for People-Centric Sensing
PDFDeep Neural Network Quantization via Layer-Wise Optimization Using Limited Training Data
PDFEA-CG: An Approximate Second-Order Method for Training Fully-Connected Neural Networks
PDFData-Adaptive Metric Learning with Scale Alignment
PDFA Layer Decomposition-Recomposition Framework for Neuron Pruning towards Accurate Lightweight Networks
PDFEmbedding Uncertain Knowledge Graphs
PDFTensor Decomposition for Multilayer Networks Clustering
PDFImage Block Augmentation for One-Shot Learning
PDFEnd-to-End Safe Reinforcement Learning through Barrier Functions for Safety-Critical Continuous Control Tasks
PDFUtilizing Class Information for Deep Network Representation Shaping
PDFDiverse Exploration via Conjugate Policies for Policy Gradient Methods
PDFState Abstraction as Compression in Apprenticeship Learning
PDFAn Exponential Tail Bound for the Deleted Estimate
PDFModel Learning for Look-Ahead Exploration in Continuous Control
PDFCharacter-Level Language Modeling with Deeper Self-Attention
PDFAttacking Data Transforming Learners at Training Time
PDFHyperprior Induced Unsupervised Disentanglement of Latent Representations
PDFAdversarial Label Learning
PDFRobust Negative Sampling for Network Embedding
PDFRandom Feature Maps for the Itemset Kernel
PDFHigh Dimensional Clustering with r-nets
PDFMode Variational LSTM Robust to Unseen Modes of Variation: Application to Facial Expression Recognition
PDFEnhanced Random Forest Algorithms for Partially Monotone Ordinal Classification
PDFOnline Learning from Data Streams with Varying Feature Spaces
PDFCNN-Cert: An Efficient Framework for Certifying Robustness of Convolutional Neural Networks
PDF
AAAI Technical Track: Multiagent Systems
Probabilistic Alternating-Time µ-Calculus
PDFAn Abstraction-Based Method for Verifying Strategic Properties in Multi-Agent Systems with Imperfect Information
PDFA Generic Approach to Accelerating Belief Propagation Based Incomplete Algorithms for DCOPs via a Branch-and-Bound Technique
PDFDistributed Community Detection via Metastability of the 2-Choices Dynamics
PDFSuccessor Features Based Multi-Agent RL for Event-Based Decentralized MDPs
PDFIPOMDP-Net: A Deep Neural Network for Partially Observable Multi-Agent Planning Using Interactive POMDPs
PDFGeneral Robustness Evaluation of Incentive Mechanism against Bounded Rationality Using Continuum-Armed Bandits
PDFMessage-Dropout: An Efficient Training Method for Multi-Agent Deep Reinforcement Learning
PDFSymmetry-Breaking Constraints for Grid-Based Multi-Agent Path Finding
PDFMulti-Agent Discussion Mechanism for Natural Language Generation
PDFLarge Scale Learning of Agent Rationality in Two-Player Zero-Sum Games
PDFLeveraging Observations in Bandits: Between Risks and Benefits
PDFTrafficPredict: Trajectory Prediction for Heterogeneous Traffic-Agents
PDFLearning to Teach in Cooperative Multiagent Reinforcement Learning
PDFOvercoming Blind Spots in the Real World: Leveraging Complementary Abilities for Joint Execution
PDFEvolution of Collective Fairness in Hybrid Populations of Humans and Agents
PDFMulti-Winner Contests for Strategic Diffusion in Social Networks
PDFTheory of Minds: Understanding Behavior in Groups through Inverse Planning
PDFMultiagent Decision Making For Maritime Traffic Management
PDFBayesian Execution Skill Estimation
PDFConsensus in Opinion Formation Processes in Fully Evolving Environments
PDFVerification of RNN-Based Neural Agent-Environment Systems
PDF
AAAI Technical Track: Natural Language Processing
Generating Character Descriptions for Automatic Summarization of Fiction
PDFMulti-Labeled Relation Extraction with Attentive Capsule Network
PDFAn Affect-Rich Neural Conversational Model with Biased Attention and Weighted Cross-Entropy Loss
PDFAdaptive Region Embedding for Text Classification
PDFQuantifying Uncertainties in Natural Language Processing Tasks
PDFDistributed Representation of Words in Cause and Effect Spaces
PDFModeling Coherence for Discourse Neural Machine Translation
PDFEnd-to-End Knowledge-Routed Relational Dialogue System for Automatic Diagnosis
PDFA Deep Cascade Model for Multi-Document Reading Comprehension
PDFExploring Human-Like Reading Strategy for Abstractive Text Summarization
PDFGraph Convolutional Networks for Text Classification
PDFPlan-and-Write: Towards Better Automatic Storytelling
PDFScisummNet: A Large Annotated Corpus and Content-Impact Models for Scientific Paper Summarization with Citation Networks
PDFTopicEq: A Joint Topic and Mathematical Equation Model for Scientific Texts
PDFData Augmentation for Spoken Language Understanding via Joint Variational Generation
PDFCombining Axiom Injection and Knowledge Base Completion for Efficient Natural Language Inference
PDFDistant Supervision for Relation Extraction with Linear Attenuation Simulation and Non-IID Relevance Embedding
PDFExploring Answer Stance Detection with Recurrent Conditional Attention
PDFBidirectional Transition-Based Dependency Parsing
PDFDRr-Net: Dynamic Re-Read Network for Sentence Semantic Matching
PDFA Generalized Language Model in Tensor Space
PDFGenerating Chinese Ci with Designated Metrical Structure
PDFA Neural Network Approach to Verb Phrase Ellipsis Resolution
PDFLogic Attention Based Neighborhood Aggregation for Inductive Knowledge Graph Embedding
PDFChinese NER with Height-Limited Constituent Parsing
PDFA Multi-Agent Communication Framework for Question-Worthy Phrase Extraction and Question Generation
PDFA Task in a Suit and a Tie: Paraphrase Generation with Semantic Augmentation
PDFHierarchical Attention Networks for Sentence Ordering
PDFTransferable Interactive Memory Network for Domain Adaptation in Fine-Grained Opinion Extraction
PDFUnsupervised Learning Helps Supervised Neural Word Segmentation
PDFImproving Natural Language Inference Using External Knowledge in the Science Questions Domain
PDFWords Can Shift: Dynamically Adjusting Word Representations Using Nonverbal Behaviors
PDFA Deep Reinforcement Learning Based Multi-Step Coarse to Fine Question Answering (MSCQA) System
PDFWhen Do Words Matter? Understanding the Impact of Lexical Choice on Audience Perception Using Individual Treatment Effect Estimation
PDFBetter Fine-Tuning via Instance Weighting for Text Classification
PDFA Topic-Aware Reinforced Model for Weakly Supervised Stance Detection
PDFTranslating with Bilingual Topic Knowledge for Neural Machine Translation
PDFReverse-Engineering Satire, or “Paper on Computational Humor Accepted despite Making Serious Advances”
PDFImproving Distantly Supervised Relation Extraction with Neural Noise Converter and Conditional Optimal Selector
PDFResponse Generation by Context-Aware Prototype Editing
PDFSwitch-Based Active Deep Dyna-Q: Efficient Adaptive Planning for Task-Completion Dialogue Policy Learning
PDFGraph Based Translation Memory for Neural Machine Translation
PDFSyntax-Aware Neural Semantic Role Labeling
PDFLearning to Embed Sentences Using Attentive Recursive Trees
PDFDeepChannel: Salience Estimation by Contrastive Learning for Extractive Document Summarization
PDFA Deep Sequential Model for Discourse Parsing on Multi-Party Dialogues
PDFGlobalTrait: Personality Alignment of Multilingual Word Embeddings
PDFExploring Knowledge Graphs in an Interpretable Composite Approach for Text Entailment
PDFFast PMI-Based Word Embedding with Efficient Use of Unobserved Patterns
PDFDistantly Supervised Entity Relation Extraction with Adapted Manual Annotations
PDFTowards Sentence-Level Brain Decoding with Distributed Representations
PDFA Grammar-Based Structural CNN Decoder for Code Generation
PDFQUAREL: A Dataset and Models for Answering Questions about Qualitative Relationships
PDFA Hierarchical Framework for Relation Extraction with Reinforcement Learning
PDFJointly Extracting Multiple Triplets with Multilayer Translation Constraints
PDFMulti-Matching Network for Multiple Choice Reading Comprehension
PDFGenerating Live Soccer-Match Commentary from Play Data
PDFNear-Lossless Binarization of Word Embeddings
PDFCompareLDA: A Topic Model for Document Comparison
PDFA Natural Language Corpus of Common Grounding under Continuous and Partially-Observable Context
PDFImproving Hypernymy Prediction via Taxonomy Enhanced Adversarial Learning
PDFWhat if We Simply Swap the Two Text Fragments? A Straightforward yet Effective Way to Test the Robustness of Methods to Confounding Signals in Nature Language Inference Tasks
PDFTemplate-Based Math Word Problem Solvers with Recursive Neural Networks
PDFWeakly-Supervised Hierarchical Text Classification
PDFCGMH: Constrained Sentence Generation by Metropolis-Hastings Sampling
PDFSpell Once, Summon Anywhere: A Two-Level Open-Vocabulary Language Model
PDFOne for All: Neural Joint Modeling of Entities and Events
PDFCombining Fact Extraction and Verification with Neural Semantic Matching Networks
PDFAnalyzing Compositionality-Sensitivity of NLI Models
PDFHAS-QA: Hierarchical Answer Spans Model for Open-Domain Question Answering
PDFParaphrase Diversification Using Counterfactual Debiasing
PDFFound in Translation: Learning Robust Joint Representations by Cyclic Translations between Modalities
PDFUnseen Word Representation by Aligning Heterogeneous Lexical Semantic Spaces
PDFData-to-Text Generation with Content Selection and Planning
PDFJointly Learning to Label Sentences and Tokens
PDFZero-Shot Neural Transfer for Cross-Lingual Entity Linking
PDFCOALA: A Neural Coverage-Based Approach for Long Answer Selection with Small Data
PDFRevisiting LSTM Networks for Semi-Supervised Text Classification via Mixed Objective Function
PDFA Hierarchical Multi-Task Approach for Learning Embeddings from Semantic Tasks
PDFOn Resolving Ambiguous Anaphoric Expressions in Imperative Discourse
PDFLearning Semantic Representations for Novel Words: Leveraging Both Form and Context
PDFChallenges in the Automatic Analysis of Students’ Diagnostic Reasoning
PDFAnalysis of Joint Multilingual Sentence Representations and Semantic K-Nearest Neighbor Graphs
PDFKnowledge-Driven Encode, Retrieve, Paraphrase for Medical Image Report Generation
PDFWhat Should I Learn First: Introducing LectureBank for NLP Education and Prerequisite Chain Learning
PDFDifferentiated Distribution Recovery for Neural Text Generation
PDFTowards Personalized Review Summarization via User-Aware Sequence Network
PDFInsufficient Data Can Also Rock! Learning to Converse Using Smaller Data with Augmentation
PDFNeural Speech Synthesis with Transformer Network
PDFA Unified Model for Opinion Target Extraction and Target Sentiment Prediction
PDFDialogue Generation: From Imitation Learning to Inverse Reinforcement Learning
PDFDependency or Span, End-to-End Uniform Semantic Role Labeling
PDFA Generalized Idiom Usage Recognition Model Based on Semantic Compatibility
PDFLeveraging Web Semantic Knowledge in Word Representation Learning
PDFExploiting the Ground-Truth: An Adversarial Imitation Based Knowledge Distillation Approach for Event Detection
PDFContextualized Non-Local Neural Networks for Sequence Learning
PDFFANDA: A Novel Approach to Perform Follow-Up Query Analysis
PDFUnsupervised Post-Processing of Word Vectors via Conceptor Negation
PDFHierarchical Encoder with Auxiliary Supervision for Neural Table-to-Text Generation: Learning Better Representation for Tables
PDFLearning Personalized End-to-End Goal-Oriented Dialog
PDFSAM-Net: Integrating Event-Level and Chain-Level Attentions to Predict What Happens Next
PDFLiveBot: Generating Live Video Comments Based on Visual and Textual Contexts
PDFDialogueRNN: An Attentive RNN for Emotion Detection in Conversations
PDFDocument Informed Neural Autoregressive Topic Models with Distributional Prior
PDFNeural Relation Extraction within and across Sentence Boundaries
PDFPARABANK: Monolingual Bitext Generation and Sentential Paraphrasing via Lexically-Constrained Neural Machine Translation
PDFRead + Verify: Machine Reading Comprehension with Unanswerable Questions
PDFRecurrent Poisson Process Unit for Speech Recognition
PDFDictionary-Guided Editing Networks for Paraphrase Generation
PDFUnsupervised Controllable Text Formalization
PDFWord Embedding as Maximum A Posteriori Estimation
PDFUnderstanding Actors and Evaluating Personae with Gaussian Embeddings
PDFPredicting the Argumenthood of English Prepositional Phrases
PDFSemantic Sentence Matching with Densely-Connected Recurrent and Co-Attentive Information
PDFDynamic Compositionality in Recursive Neural Networks with Structure-Aware Tag Representations
PDFImproving Neural Question Generation Using Answer Separation
PDFDomain Agnostic Real-Valued Specificity Prediction
PDFNeural Machine Translation with Adequacy-Oriented Learning
PDFFast and Simple Mixture of Softmaxes with BPE and Hybrid-LightRNN for Language Generation
PDFLattice CNNs for Matching Based Chinese Question Answering
PDFZero-Shot Adaptive Transfer for Conversational Language Understanding
PDFA Human-Like Semantic Cognition Network for Aspect-Level Sentiment Classification
PDFDependency Grammar Induction with a Neural Variational Transition-Based Parser
PDFFrom Independent Prediction to Reordered Prediction: Integrating Relative Position and Global Label Information to Emotion Cause Identification
PDFAdapting Translation Models for Transcript Disfluency Detection
PDFExplicit Interaction Model towards Text Classification
PDF“Bilingual Expert” Can Find Translation Errors
PDFEA Reader: Enhance Attentive Reader for Cloze-Style Question Answering via Multi-Space Context Fusion
PDFGenerating Multiple Diverse Responses for Short-Text Conversation
PDFStructured Two-Stream Attention Network for Video Question Answering
PDFAbstractive Text Summarization by Incorporating Reader Comments
PDFHybrid Attention-Based Prototypical Networks for Noisy Few-Shot Relation Classification
PDFPredicting and Analyzing Language Specificity in Social Media Posts
PDFGenerating Distractors for Reading Comprehension Questions from Real Examinations
PDFKernelized Hashcode Representations for Relation Extraction
PDFMNCN: A Multilingual Ngram-Based Convolutional Network for Aspect Category Detection in Online Reviews
PDFSentence-Wise Smooth Regularization for Sequence to Sequence Learning
PDFSwitch-LSTMs for Multi-Criteria Chinese Word Segmentation
PDFDeep Cascade Multi-Task Learning for Slot Filling in Online Shopping Assistant
PDFStory Ending Generation with Incremental Encoding and Commonsense Knowledge
PDFLong Short-Term Memory with Dynamic Skip Connections
PDFGaussian Transformer: A Lightweight Approach for Natural Language Inference
PDFGIRNet: Interleaved Multi-Task Recurrent State Sequence Models
PDFEnriching Word Embeddings with a Regressor Instead of Labeled Corpora
PDFOnline Embedding Compression for Text Classification Using Low Rank Matrix Factorization
PDFAntonym-Synonym Classification Based on New Sub-Space Embeddings
PDFAutoSense Model for Word Sense Induction
PDFRe-Evaluating ADEM: A Deeper Look at Scoring Dialogue Responses
PDFAutomated Rule Base Completion as Bayesian Concept Induction
PDFGRN: Gated Relation Network to Enhance Convolutional Neural Network for Named Entity Recognition
PDFIncorporating Structured Commonsense Knowledge in Story Completion
PDFDeep Short Text Classification with Knowledge Powered Attention
PDFTransfer Learning for Sequence Labeling Using Source Model and Target Data
PDFTitle-Guided Encoding for Keyphrase Generation
PDFConvolutional Spatial Attention Model for Reading Comprehension with Multiple-Choice Questions
PDFImplicit Argument Prediction as Reading Comprehension
PDFRecurrent Stacking of Layers for Compact Neural Machine Translation Models
PDFJoint Extraction of Entities and Overlapping Relations Using Position-Attentive Sequence Labeling
PDFWhat Is One Grain of Sand in the Desert? Analyzing Individual Neurons in Deep NLP Models
PDFMulti-Task Learning with Multi-View Attention for Answer Selection and Knowledge Base Question Answering
PDFTraining Temporal Word Embeddings with a Compass
PDFA Pattern-Based Approach to Recognizing Time Expressions
PDF
AAAI Technical Track: Planning, Routing, and Scheduling
Searching with Consistent Prioritization for Multi-Agent Path Finding
PDFLifelong Path Planning with Kinematic Constraints for Multi-Agent Pickup and Delivery
PDFPerformance Guarantees for Homomorphisms beyond Markov Decision Processes
PDFSliding Window Temporal Graph Coloring
PDFTemporal Planning with Temporal Metric Trajectory Constraints
PDFAutomated Verification of Social Laws for Continuous Time Multi-Robot Systems
PDFActing and Planning Using Operational Models
PDFDistribution-Based Semi-Supervised Learning for Activity Recognition
PDFAn Innovative Genetic Algorithm for the Quantum Circuit Compilation Problem
PDFDeep Learning for Cost-Optimal Planning: Task-Dependent Planner Selection
PDFRotational Diversity in Multi-Cycle Assignment Problems
PDFOnline Multi-Agent Pathfinding
PDFPlan-Length Bounds: Beyond 1-Way Dependency
PDFMeasurement Maximizing Adaptive Sampling with Risk Bounding Functions
PDFBringing Order to Chaos – A Compact Representation of Partial Order in SAT-Based HTN Planning
PDFDeep Reactive Policies for Planning in Stochastic Nonlinear Domains
PDFRobustness Envelopes for Temporal Plans
PDFImproving Domain-Independent Planning via Critical Section Macro-Operators
PDFEfficient Temporal Planning Using Metastates
PDFEfficiently Reasoning with Interval Constraints in Forward Search Planning
PDFLearning Resource Allocation and Pricing for Cloud Profit Maximization
PDFRefining Abstraction Heuristics during Real-Time Planning
PDFOperator Mutexes and Symmetries for Simplifying Planning Tasks
PDFSolving Multiagent Planning Problems with Concurrent Conditional Effects
PDFLearning How to Ground a Plan – Partial Grounding in Classical Planning
PDFGeneralized Planning via Abstraction: Arbitrary Numbers of Objects
PDFRed-Black Heuristics for Planning Tasks with Conditional Effects
PDFMulti-Agent Path Finding for Large Agents
PDFMoral Permissibility of Action Plans
PDF
AAAI Technical Track: Reasoning under Uncertainty
Lifted Hinge-Loss Markov Random Fields
PDFCounting and Sampling Markov Equivalent Directed Acyclic Graphs
PDFOptimizing Discount and Reputation Trade-Offs in E-Commerce Systems: Characterization and Online Learning
PDFEfficient Optimal Approximation of Discrete Random Variables for Estimation of Probabilities of Missing Deadlines
PDFFast Relational Probabilistic Inference and Learning: Approximate Counting via Hypergraphs
PDFExact and Approximate Weighted Model Integration with Probability Density Functions Using Knowledge Compilation
PDFMarginal Inference in Continuous Markov Random Fields Using Mixtures
PDFA Generative Model for Dynamic Networks with Applications
PDFCollective Online Learning of Gaussian Processes in Massive Multi-Agent Systems
PDFMFBO-SSM: Multi-Fidelity Bayesian Optimization for Fast Inference in State-Space Models
PDFPolynomial-Time Probabilistic Reasoning with Partial Observations via Implicit Learning in Probability Logics
PDFRandomized Strategies for Robust Combinatorial Optimization
PDFDirichlet Multinomial Mixture with Variational Manifold Regularization: Topic Modeling over Short Texts
PDFFinding All Bayesian Network Structures within a Factor of Optimal
PDFInterleave Variational Optimization with Monte Carlo Sampling: A Tale of Two Approximate Inference Paradigms
PDFRobust Ordinal Embedding from Contaminated Relative Comparisons
PDFOn Lifted Inference Using Neural Embeddings
PDFAnytime Recursive Best-First Search for Bounding Marginal MAP
PDFSemi-Parametric Sampling for Stochastic Bandits with Many Arms
PDFMemory Bounded Open-Loop Planning in Large POMDPs Using Thompson Sampling
PDFRethinking the Discount Factor in Reinforcement Learning: A Decision Theoretic Approach
PDFStructured Bayesian Networks: From Inference to Learning with Routes
PDFCompiling Bayesian Network Classifiers into Decision Graphs
PDFActive Preference Learning Based on Generalized Gini Functions: Application to the Multiagent Knapsack Problem
PDFMachine Teaching for Inverse Reinforcement Learning: Algorithms and Applications
PDFRobustness Guarantees for Bayesian Inference with Gaussian Processes
PDFProbabilistic Logic Programming with Beta-Distributed Random Variables
PDFOn Testing of Uniform Samplers
PDFOn the Hardness of Probabilistic Inference Relaxations
PDFLearning Diverse Bayesian Networks
PDFPath-Specific Counterfactual Fairness
PDF
AAAI Technical Track: Robotics
Depth Prediction without the Sensors: Leveraging Structure for Unsupervised Learning from Monocular Videos
PDFMotionTransformer: Transferring Neural Inertial Tracking between Domains
PDFAdversarial Actor-Critic Method for Task and Motion Planning Problems Using Planning Experience
PDFMirroring without Overimitation: Learning Functionally Equivalent Manipulation Actions
PDFVisual Place Recognition via Robust ℓ2-Norm Distance Based Holism and Landmark Integration
PDFDeictic Image Mapping: An Abstraction for Learning Pose Invariant Manipulation Policies
PDFPersonalized Robot Tutoring Using the Assistive Tutor POMDP (AT-POMDP)
PDFThat’s Mine! Learning Ownership Relations and Norms for Robots
PDFProbabilistic Model Checking of Robots Deployed in Extreme Environments
PDF
AAAI Technical Track: Vision
Recurrent Attention Model for Pedestrian Attribute Recognition
PDFLearning Fully Dense Neural Networks for Image Semantic Segmentation
PDFTowards Optimal Fine Grained Retrieval via Decorrelated Centralized Loss with Normalize-Scale Layer
PDFTalking Face Generation by Adversarially Disentangled Audio-Visual Representation
PDFA Robust and Efficient Algorithm for the PnL Problem Using Algebraic Distance to Approximate the Reprojection Distance
PDFFree VQA Models from Knowledge Inertia by Pairwise Inconformity Learning
PDFDynamic Capsule Attention for Visual Question Answering
PDFSinge Image Rain Removal with Unpaired Information: A Differentiable Programming Perspective
PDFDeep Embedding Features for Salient Object Detection
PDFCalibrated Stochastic Gradient Descent for Convolutional Neural Networks
PDFInstance-Level Facial Attributes Transfer with Geometry-Aware Flow
PDFPVRNet: Point-View Relation Neural Network for 3D Shape Recognition
PDFActivityNet-QA: A Dataset for Understanding Complex Web Videos via Question Answering
PDFSpatial Mixture Models with Learnable Deep Priors for Perceptual Grouping
PDFCycle-SUM: Cycle-Consistent Adversarial LSTM Networks for Unsupervised Video Summarization
PDFTensor Ring Decomposition with Rank Minimization on Latent Space: An Efficient Approach for Tensor Completion
PDFTo Find Where You Talk: Temporal Sentence Localization in Video with Attention Based Location Regression
PDFMemory-Augmented Temporal Dynamic Learning for Action Recognition
PDFACM: Adaptive Cross-Modal Graph Convolutional Neural Networks for RGB-D Scene Recognition
PDFLarge-Scale Visual Relationship Understanding
PDFMulti-Attribute Transfer via Disentangled Representation
PDFCousin Network Guided Sketch Recognition via Latent Attribute Warehouse
PDFUnderstanding Pictograph with Facial Features: End-to-End Sentence-Level Lip Reading of Chinese
PDFLearning to Localize Objects with Noisy Labeled Instances
PDFLearning Transferable Self-Attentive Representations for Action Recognition in Untrimmed Videos with Weak Supervision
PDFLearning a Key-Value Memory Co-Attention Matching Network for Person Re-Identification
PDFLearning Incremental Triplet Margin for Person Re-Identification
PDFLook across Elapse: Disentangled Representation Learning and Photorealistic Cross-Age Face Synthesis for Age-Invariant Face Recognition
PDFM2Det: A Single-Shot Object Detector Based on Multi-Level Feature Pyramid Network
PDF3D Object Detection Using Scale Invariant and Feature Reweighting Networks
PDFMVPNet: Multi-View Point Regression Networks for 3D Object Reconstruction from A Single Image
PDFHierarchical Attention Network for Image Captioning
PDFLearning to Compose Topic-Aware Mixture of Experts for Zero-Shot Video Captioning
PDFSparse Adversarial Perturbations for Videos
PDFLearning Non-Uniform Hypergraph for Multi-Object Tracking
PDFGraph CNNs with Motif and Variable Temporal Block for Skeleton-Based Action Recognition
PDFDifferential Networks for Visual Question Answering
PDFDisentangled Variational Representation for Heterogeneous Face Recognition
PDFMultiple Saliency and Channel Sensitivity Network for Aggregated Convolutional Feature
PDFWhat and Where the Themes Dominate in Image
PDFSemantic Adversarial Network with Multi-Scale Pyramid Attention for Video Classification
PDFScene Text Detection with Supervised Pyramid Context Network
PDFDeRPN: Taking a Further Step toward More General Object Detection
PDFResidual Attribute Attention Network for Face Image Super-Resolution
PDFMultilevel Language and Vision Integration for Text-to-Clip Retrieval
PDFSegregated Temporal Assembly Recurrent Networks for Weakly Supervised Multiple Action Detection
PDFA Dual Attention Network with Semantic Embedding for Few-Shot Learning
PDFEfficient Image Retrieval via Decoupling Diffusion into Online and Offline Processing
PDFLearning a Visual Tracker from a Single Movie without Annotation
PDFSafeguarded Dynamic Label Regression for Noisy Supervision
PDFSpatial and Temporal Mutual Promotion for Video-Based Person Re-Identification
PDFDeep Video Frame Interpolation Using Cyclic Frame Generation
PDFDetect or Track: Towards Cost-Effective Video Object Detection/Tracking
PDFRecognizing Unseen Attribute-Object Pair with Generative Model
PDFCAPNet: Continuous Approximation Projection for 3D Point Cloud Reconstruction Using 2D Supervision
PDFDual Semi-Supervised Learning for Facial Action Unit Recognition
PDFLearning Attribute-Specific Representations for Visual Tracking
PDFWeakly Supervised Scene Parsing with Point-Based Distance Metric Learning
PDFMonoGRNet: A Geometric Reasoning Network for Monocular 3D Object Localization
PDFBackbone Cannot Be Trained at Once: Rolling Back to Pre-Trained Network for Person Re-Identification
PDFAlmost Unsupervised Learning for Dense Crowd Counting
PDFKVQA: Knowledge-Aware Visual Question Answering
PDFConnecting Language to Images: A Progressive Attention-Guided Network for Simultaneous Image Captioning and Language Grounding
PDFTowards Highly Accurate and Stable Face Alignment for High-Resolution Videos
PDFA Layer-Based Sequential Framework for Scene Generation with GANs
PDFHierarchical Photo-Scene Encoder for Album Storytelling
PDFRobust Deep Co-Saliency Detection with Group Semantic
PDFLearning Basis Representation to Refine 3D Human Pose Estimations
PDFSpatial-Temporal Person Re-Identification
PDFDeep Single-View 3D Object Reconstruction with Visual Hull Embedding
PDFMeta Learning for Image Captioning
PDFVisual-Semantic Graph Reasoning for Pedestrian Attribute Recognition
PDFDistribution Consistency Based Covariance Metric Networks for Few-Shot Learning
PDFLearning Object Context for Dense Captioning
PDFBeyond RNNs: Positional Self-Attention with Co-Attention for Video Question Answering
PDFRobust Estimation of Similarity Transformation for Visual Object Tracking
PDFTemporal Bilinear Networks for Video Action Recognition
PDFAngular Triplet-Center Loss for Multi-View 3D Shape Retrieval
PDFZero-Shot Object Detection with Textual Descriptions
PDFPCGAN: Partition-Controlled Human Image Generation
PDFUnsupervised Cross-Spectral Stereo Matching by Learning to Synthesize
PDFScene Text Recognition from Two-Dimensional Perspective
PDFTowards Optimal Discrete Online Hashing with Balanced Similarity
PDFHypergraph Optimization for Multi-Structural Geometric Model Fitting
PDFA Bottom-Up Clustering Approach to Unsupervised Person Re-Identification
PDFLearning Neural Bag-of-Matrix-Summarization with Riemannian Network
PDFOptimal Projection Guided Transfer Hashing for Image Retrieval
PDFJoint Dynamic Pose Image and Space Time Reversal for Human Action Recognition from Videos
PDFDDFlow: Learning Optical Flow with Unlabeled Data Distillation
PDFPoint2Sequence: Learning the Shape Representation of 3D Point Clouds with an Attention-Based Sequence to Sequence Network
PDFHierarchically Structured Reinforcement Learning for Topically Coherent Visual Story Generation
PDFA Framework to Coordinate Segmentation and Recognition
PDF3D Volumetric Modeling with Introspective Neural Networks
PDFFew-Shot Image and Sentence Matching via Gated Visual-Semantic Embedding
PDFAttentive Temporal Pyramid Network for Dynamic Scene Classification
PDFDeepCCFV: Camera Constraint-Free Multi-View Convolutional Neural Network for 3D Object Retrieval
PDFMLVCNN: Multi-Loop-View Convolutional Neural Network for 3D Shape Retrieval
PDFImage Saliency Prediction in Transformed Domain: A Deep Complex Neural Network Method
PDFVideo Object Detection with Locally-Weighted Deformable Neighbors
PDFDiscriminative Feature Learning for Unsupervised Video Summarization
PDFSelf-Supervised Video Representation Learning with Space-Time Cubic Puzzles
PDFBiHMP-GAN: Bidirectional 3D Human Motion Prediction GAN
PDFSpatio-Temporal Graph Routing for Skeleton-Based Action Recognition
PDFSuperVAE: Superpixelwise Variational Autoencoder for Salient Object Detection
PDFGradient Harmonized Single-Stage Detector
PDFSkeleton-Based Gesture Recognition Using Several Fully Connected Layers with Path Signature Features and Temporal Transformer Module
PDFSemantic Relationships Guided Representation Learning for Facial Action Unit Recognition
PDFHeterogeneous Transfer Learning via Deep Matrix Completion with Adversarial Kernel Embedding
PDFShow, Attend and Read: A Simple and Strong Baseline for Irregular Text Recognition
PDFMulti-Scale 3D Convolution Network for Video Based Person Re-Identification
PDFI Know the Relationships: Zero-Shot Action Recognition via Two-Stream Graph Convolutional Networks and Knowledge Graphs
PDFPerceptual Pyramid Adversarial Networks for Text-to-Image Synthesis
PDFDeliberate Attention Networks for Image Captioning
PDFVideo Imprint Segmentation for Temporal Action Detection in Untrimmed Videos
PDFNo-Reference Image Quality Assessment with Reinforcement Recursive List-Wise Ranking
PDFProjection Convolutional Neural Networks for 1-bit CNNs via Discrete Back Propagation
PDFHuman Action Transfer Based on 3D Model Reconstruction
PDFDual-View Ranking with Hardness Assessment for Zero-Shot Learning
PDFDepthwise Convolution Is All You Need for Learning Multiple Visual Domains
PDFView Inter-Prediction GAN: Unsupervised Representation Learning for 3D Shapes by Learning Global Shape Memories to Support Local View Predictions
PDFHSME: Hypersphere Manifold Embedding for Visible Thermal Person Re-Identification
PDFRead, Watch, and Move: Reinforcement Learning for Temporally Grounding Natural Language Descriptions in Videos
PDFStNet: Local and Global Spatial-Temporal Modeling for Action Recognition
PDFMono3D++: Monocular 3D Vehicle Detection with Two-Scale 3D Hypotheses and Task Priors
PDFNon-Local Context Encoder: Robust Biomedical Image Segmentation against Adversarial Attacks
PDFWeighted Channel Dropout for Regularization of Deep Convolutional Neural Network
PDFLearning to Steer by Mimicking Features from Heterogeneous Auxiliary Networks
PDFAttention-Based Multi-Context Guiding for Few-Shot Semantic Segmentation
PDFA Novel Framework for Robustness Analysis of Visual QA Models
PDFRe2EMA: Regularized and Reinitialized Exponential Moving Average for Target Model Update in Object Tracking
PDFImproving Image Captioning with Conditional Generative Adversarial Nets
PDFUnsupervised Stylish Image Description Generation via Domain Layer Norm
PDFUnsupervised Meta-Learning of Figure-Ground Segmentation via Imitating Visual Effects
PDFTemporal Deformable Convolutional Encoder-Decoder Networks for Video Captioning
PDFLocalizing Natural Language in Videos
PDFSimilarity Preserving Deep Asymmetric Quantization for Image Retrieval
PDFMotion Guided Spatial Attention for Video Captioning
PDFSemantic Proposal for Activity Localization in Videos via Sentence Query
PDFUnsupervised Bilingual Lexicon Induction from Mono-Lingual Multimodal Data
PDFLearning Resolution-Invariant Deep Representations for Person Re-Identification
PDFData Fine-Tuning
PDFSelective Refinement Network for High Performance Face Detection
PDFResidual Compensation Networks for Heterogeneous Face Recognition
PDFAttention-Aware Sampling via Deep Reinforcement Learning for Action Recognition
PDFLearning a Deep Convolutional Network for Colorization in Monochrome-Color Dual-Lens System
PDFCubic LSTMs for Video Prediction
PDFFully Convolutional Video Captioning with Coarse-to-Fine and Inherited Attention
PDFMeshNet: Mesh Neural Network for 3D Shape Representation
PDFSTA: Spatial-Temporal Attention for Large-Scale Video-Based Person Re-Identification
PDFHorizontal Pyramid Matching for Person Re-Identification
PDFGaitSet: Regarding Gait as a Set for Cross-View Gait Recognition
PDFEnergy Confused Adversarial Metric Learning for Zero-Shot Image Retrieval and Clustering
PDFTallyQA: Answering Complex Counting Questions
PDFDensely Supervised Grasp Detector (DSGD)
PDFObject Detection Based on Region Decomposition and Assembly
PDFBLOCK: Bilinear Superdiagonal Fusion for Visual Question Answering and Visual Relationship Detection
PDFMR-NET: Exploiting Mutual Relation for Visual Relationship Detection
PDFAction Knowledge Transfer for Action Prediction with Partial Videos
PDF
IAAI Technical Track: Deployed Papers
A Genetic Algorithm for Finding a Small and Diverse Set of Recent News Stories on a Given Subject: How We Generate AAAI’s AI-Alert
PDFLarge Scale Personalized Categorization of Financial Transactions
PDFTransforming Underwriting in the Life Insurance Industry
PDFAutomated Dispatch of Helpdesk Email Tickets: Pushing the Limits with AI
PDFGrading Uncompilable Programs
PDF
IAAI Technical Track: Emerging Papers
Identifying Semantics in Clinical Reports Using Neural Machine Translation
PDFArtificial Counselor System for Stock Investment
PDFSeparating Wheat from Chaff: Joining Biomedical Knowledge and Patient Data for Repurposing Medications
PDFDiscovering Temporal Patterns from Insurance Interaction Data
PDFEnhancing Evolutionary Conversion Rate Optimization via Multi-Armed Bandit Algorithms
PDFInferring Concept Prerequisite Relations from Online Educational Resources
PDFForecasting Intra-Hour Imbalances in Electric Power Systems
PDFCleaning Noisy and Heterogeneous Metadata for Record Linking across Scholarly Big Datasets
PDFDEFSI: Deep Learning Based Epidemic Forecasting with Synthetic Information
PDFEarly Detection of Vacant Parking Spaces Using Dashcam Videos
PDFeRevise: Using Natural Language Processing to Provide Formative Feedback on Text Evidence Usage in Student Writing
PDFAnomaly Detection Using Autoencoders in High Performance Computing Systems
PDFA Fast Machine Learning Workflow for Rapid Phenotype Prediction from Whole Shotgun Metagenomes
PDFExpert Guided Rule Based Prioritization of Scientifically Relevant Images for Downlinking over Limited Bandwidth from Planetary Orbiters
PDFDeBGUer: A Tool for Bug Prediction and Diagnosis
PDFSatellite Detection of Moving Vessels in Marine Environments
PDFAutomatic Generation of Chinese Short Product Titles for Mobile Display
PDFLogistic Regression on Homomorphic Encrypted Data at Scale
PDFA Machine Learning Suite for Machine Components’ Health-Monitoring
PDFLeveraging Textual Specifications for Grammar-Based Fuzzing of Network Protocols
PDFNovelty Detection for Multispectral Images with Application to Planetary Exploration
PDFRobust Multi-Object Detection Based on Data Augmentation with Realistic Image Synthesis for Point-of-Sale Automation
PDFVPDS: An AI-Based Automated Vehicle Occupancy and Violation Detection System
PDFProfiles, Proxies, and Assumptions: Decentralized, Communications-Resilient Planning, Allocation, and Scheduling
PDFFeature Isolation for Hypothesis Testing in Retinal Imaging: An Ischemic Stroke Prediction Case Study
PDFBuilding Trust in Deep Learning System towards Automated Disease Detection
PDFEnsemble Machine Learning for Estimating Fetal Weight at Varying Gestational Age
PDFBootstrapping Conversational Agents with Weak Supervision
PDFContext-Tree Recommendation vs Matrix-Factorization: Algorithm Selection and Live Users Evaluation
PDFAmsterdam to Dublin Eventually Delayed? LSTM and Transfer Learning for Predicting Delays of Low Cost Airlines
PDFTagging Address Queries in Maps Search
PDFRemote Management of Boundary Protection Devices with Information Restrictions
PDFLinking Educational Resources on Data Science
PDFEarly-Stopping of Scattering Pattern Observation with Bayesian Modeling
PDFQuerying NoSQL with Deep Learning to Answer Natural Language Questions
PDFProbabilistic-Logic Bots for Efficient Evaluation of Business Rules Using Conversational Interfaces
PDF
EAAI Symposium: Full Papers
Computer Generation of Birds of a Feather Puzzles
PDFA Monte Carlo Tree Search Player for Birds of a Feather Solitaire
PDFA Neural Network Approach for Birds of a Feather Solvability Prediction
PDFAutomatic Generation of Leveled Visual Assessments for Young Learners
PDFAutomating Analysis and Feedback to Improve Mathematics Teachers’ Classroom Discourse
PDFPopBots: Designing an Artificial Intelligence Curriculum for Early Childhood Education
PDFA Preliminary Report of Integrating Science and Computing Teaching Using Logic Programming
PDFDetermining Solvability in the Birds of a Feather Card Game
PDFFrom Lab to Internship and Back Again: Learning Autonomous Systems through Creating a Research and Development Ecosystem
PDFA Lightweight Approach to Academic Research Group Management Using Online Tools: Spend More Time on Research and Less on Management
PDFComputational Intractability and Solvability for the Birds of a Feather Game
PDFMachine Learning Based Heuristic Search Algorithms to Solve Birds of a Feather Card Game
PDFGet IT Scored Using AutoSAS — An Automated System for Scoring Short Answers
PDFAn Integrative Framework for Artificial Intelligence Education
PDFConcept Extraction and Prerequisite Relation Learning from Educational Data
PDFEfficient Solving of Birds of a Feather Puzzles
PDF
EAAI Symposium: Poster Papers
EAAI Symposium: Model AI Assignments
Senior Member Presentation Track: Blue Sky Papers
Designing Preferences, Beliefs, and Identities for Artificial Intelligence
PDFTowards Fluid Machine Intelligence: Can We Make a Gifted AI?
PDFRelating the Structure of a Problem and Its Explanation
PDFLabor Division with Movable Walls: Composing Executable Specifications with Machine Learning and Search (Blue Sky Idea)
PDFExplainable, Normative, and Justified Agency
PDFMeaningful Explanations of Black Box AI Decision Systems
PDFBuilding Ethically Bounded AI
PDFRecommender Systems: A Healthy Obsession
PDFEnvisioning AI for K-12: What Should Every Child Know about AI?
PDF
Senior Member Presentation Track: Summary Talks
Performance Evaluation in Machine Learning: The Good, the Bad, the Ugly, and the Way Forward
PDFAbstractive Summarization: A Survey of the State of the Art
PDFIs Everything Going According to Plan? Expectations in Goal Reasoning Agents
PDFBorda Count in Collective Decision Making: A Summary of Recent Results
PDFMachine Learning with Crowdsourcing: A Brief Summary of the Past Research and Future Directions
PDFLearning and the Unknown: Surveying Steps toward Open World Recognition
PDF
Demonstration Track
The Rensselaer Mandarin Project — A Cognitive and Immersive Language Learning Environment
PDFProppy: A System to Unmask Propaganda in Online News
PDFMAi: An Intelligent Model Acquisition Interface for Interactive Specification of Dialogue Agents
PDFNeuroX: A Toolkit for Analyzing Individual Neurons in Neural Networks
PDFFRIDAYS: A Financial Risk Information Detecting and Analyzing System
PDFAcademic Reader: An Interactive Question Answering System on Academic Literatures
PDFA General Planning-Based Framework for Goal-Driven Conversation Assistant
PDFScientific Article Search System Based on Discourse Facet Representation
PDFQADiver: Interactive Framework for Diagnosing QA Models
PDFGlobal Remote Operation of Intelligent Space Robot Assistants
PDFRealtime Generation of Audible Textures Inspired by a Video Stream
PDFDemo: Learning to Perceive Long-Range Obstacles Using Self-Supervision from Short-Range Sensors
PDFDBA: Dynamic Multi-Armed Bandit Algorithm
PDFTemporal Video Analyzer (TVAN): Efficient Temporal Video Analysis for Robust Video Description and Search
PDFK3S: Knowledge-Driven Solution Support System
PDF
Doctoral Consortium Track
Stochastic Goal Recognition Design
PDFAttention Guided Imitation Learning and Reinforcement Learning
PDFA Theory of State Abstraction for Reinforcement Learning
PDFMulti-Agent Coordination under Uncertain Communication
PDFAdaptive Planning with Evidence Based Prediction for Improved Fluency in Routine Human-Robot Collaborative Tasks
PDFExpressive Real-Time Intersection Scheduling
PDFReinforcement Learning for Improved Low Resource Dialogue Generation
PDFCounterfactual Reasoning in Observational Studies
PDFUsing Automated Agents to Teach Negotiation
PDFLearning Generalized Temporal Abstractions across Both Action and Perception
PDFMulti-View Learning from Disparate Sources for Poverty Mapping
PDFNumerical Optimization to AI, and Back
PDFAdaptive Modeling for Risk-Aware Decision Making
PDFParameterized Heuristics for Incomplete Weighted CSPs
PDFImitation Learning from Observation
PDFVerifiable and Interpretable Reinforcement Learning through Program Synthesis
PDF
Student Abstract Track
Adversarial Framing for Image and Video Classification
PDFComputing Argumentative Explanations in Bipolar Argumentation Frameworks
PDFGeometric Multi-Model Fitting by Deep Reinforcement Learning
PDFSemi-Supervised Feature Selection with Adaptive Discriminant Analysis
PDFAdaptation Strategies for Applying AWGN-Based Denoiser to Realistic Noise
PDFClassifier-Agnostic Saliency Map Extraction
PDFTowards Sequence-to-Sequence Reinforcement Learning for Constraint Solving with Constraint-Based Local Search
PDFIdentifying Bottlenecks in Practical SAT-Based Model Finding for First-Order Logic Ontologies with Datasets
PDFAn Adaptive Framework for Conversational Question Answering
PDFSymmetrization for Embedding Directed Graphs
PDFParameterized Heuristics for Incomplete Weighted CSPs
PDFSemi-Supervised Learning for Electron Microscopy Image Segmentation
PDFAn Optimal Rewiring Strategy for Cooperative Multiagent Social Learning
PDFBinary Classifier Inspired by Quantum Theory
PDFMaMiC: Macro and Micro Curriculum for Robotic Reinforcement Learning
PDFRobust Facial Landmark Localization Based on Two-Stage Cascaded Pose Regression
PDFDynamically Identifying Deep Multimodal Features for Image Privacy Prediction
PDFTransductive Zero-Shot Learning via Visual Center Adaptation
PDFHeterogeneous Attributed Network Embedding with Graph Convolutional Networks
PDFImproving Full-Body Pose Estimation from a Small Sensor Set Using Artificial Neural Networks and a Kalman Filter
PDFDSINE: Deep Structural Influence Learning via Network Embedding
PDFIncorporating Context-Relevant Knowledge into Convolutional Neural Networks for Short Text Classification
PDFTowards Gene Function Prediction via Multi-Networks Representation Learning
PDFManifold Distance-Based Over-Sampling Technique for Class Imbalance Learning
PDFAPRP: An Anonymous Propagation Method in Bitcoin Network
PDFSequence to Sequence Learning for Query Expansion
PDFOn the Role of Syntactic Graph Convolutions for Identifying and Classifying Argument Components
PDFFrontier Search and Plan Reconstruction in Oversubscription Planning
PDFAn Improved Hierarchical Datastructure for Nearest Neighbor Search
PDFRegularizing Fully Convolutional Networks for Time Series Classification by Decorrelating Filters
PDFA Feasibility Test on Preventing PRMDs Based on Deep Learning
PDFStrategic Tasks for Explainable Reinforcement Learning
PDFLearning Representations in Model-Free Hierarchical Reinforcement Learning
PDFEWGAN: Entropy-Based Wasserstein GAN for Imbalanced Learning
PDFEmergency Department Online Patient-Caregiver Scheduling
PDFLearning to Transfer Relational Representations through Analogy
PDFTowards Better Accuracy and Robustness with Localized Adversarial Training
PDFHierarchical Deep Feature Learning for Decoding Imagined Speech from EEG
PDFImplementation of Boolean AND and OR Logic Gates with Biologically Reasonable Time Constants in Spiking Neural Networks
PDFLipper: Speaker Independent Speech Synthesis Using Multi-View Lipreading
PDFA Whole New Ball Game: Harvesting Game Data for Player Profiling
PDFTowards Task Understanding in Visual Settings
PDFExamining Political Trustworthiness through Text-Based Measures of Ideology
PDFFind a Reasonable Ending for Stories: Does Logic Relation Help the Story Cloze Test?
PDFMIGAN: Malware Image Synthesis Using GANs
PDFDesiderata for Interpretability: Explaining Decision Tree Predictions with Counterfactuals
PDFVariational BEJG Solvers for Marginal-MAP Inference with Accurate Approximation of B-Conditional Entropy
PDFSAX Breakpoints for Random Forest Based Real-Time Contrast Control Chart
PDFComparing Sample-Wise Learnability across Deep Neural Network Models
PDFVideo-Based Sentiment Analysis with hvnLBP-TOP Feature and bi-LSTM
PDFCross-Domain Recommendation via Coupled Factorization Machines
PDFEfficient Neutrino Oscillation Parameter Inference with Gaussian Process
PDFA Fuzzy Set Based Approach for Rating Bias
PDFMeta-Path Augmented Response Generation
PDFTeaching Machines to Extract Main Content for Machine Reading Comprehension
PDFLocation-Based End-to-End Speech Recognition with Multiple Language Models
PDFLoss-Balanced Task Weighting to Reduce Negative Transfer in Multi-Task Learning
PDFDeep Reinforcement Learning via Past-Success Directed Exploration
PDFJointly Multiple Hash Learning
PDFEthically Aligned Mobilization of Community Effort to Reposition Shared Bikes
PDFTowards to Reasonable Decision Basis in Automatic Bone X-Ray Image Classification: A Weakly-Supervised Approach
PDFA Multi-Task Learning Framework for Abstractive Text Summarization
PDFThe Level Weighted Structural Similarity Loss: A Step Away from MSE
PDFAdaptive Optimization Framework for Control of Multi-Agent Systems
PDFLearning Document Embeddings with Crossword Prediction
PDFLogic-Based Sequential Decision-Making
PDFPartners in Crime: Manipulating the Deferred Acceptance Algorithm through an Accomplice
PDFBuilding Human-Machine Trust via Interpretability
PDFMatroid Constrained Fair Allocation Problem
PDFAn Imperfect Algorithm for Coalition Structure Generation
PDFRobust Principal Component Analysis-Based Infrared Small Target Detection
PDFWAIS: Word Attention for Joint Intent Detection and Slot Filling
PDFT-Center: A Novel Discriminative Feature Extraction Approach for Iris Recognition
PDFType Sequence Preserving Heterogeneous Information Network Embedding
PDFCSEye: A Proposed Solution for Accurate and Accessible One-to-Many Face Verification
PDFA Multi-Task Learning Approach for Answer Selection: A Study and a Chinese Law Dataset
PDFA Meta-Learning Approach for Custom Model Training
PDFReinforcement Learning under Threats
PDFWhat’s Most Broken? A Tool to Assist Data-Driven Iterative Improvement of an Intelligent Tutoring System
PDFWSD-GAN: Word Sense Disambiguation Using Generative Adversarial Networks
PDFHigher-Order Multi-Layer Community Detection
PDFAVS-Net: Automatic Visual Surveillance Using Relation Network
PDFDynamic Vehicle Traffic Control Using Deep Reinforcement Learning in Automated Material Handling System
PDFMind Your Language: Abuse and Offense Detection for Code-Switched Languages
PDFA Dynamic Bayesian Network Based Merge Mechanism for Autonomous Vehicles
PDFLearning Options with Interest Functions
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