Thirty-Second AAAI Conference on Artificial Intelligence 2018
AAAI Technical Track: AI and the Web
Towards Efficient Detection of Overlapping Communities in Massive Networks
PDFDeep Asymmetric Transfer Network for Unbalanced Domain Adaptation
PDFStructural Deep Embedding for Hyper-Networks
PDFEarly Detection of Fake News on Social Media Through Propagation Path Classification with Recurrent and Convolutional Networks
PDFUrban Dreams of Migrants: A Case Study of Migrant Integration in Shanghai
PDFContrastive Training for Models of Information Cascades
PDFCommunity Detection in Attributed Graphs: An Embedding Approach
PDFRetrieving and Classifying Affective Images via Deep Metric Learning
PDFBinary Generative Adversarial Networks for Image Retrieval
PDFDeep Region Hashing for Generic Instance Search from Images
PDFPartial Multi-View Outlier Detection Based on Collective Learning
PDFVSE-ens: Visual-Semantic Embeddings with Efficient Negative Sampling
PDFInferring Emotion from Conversational Voice Data: A Semi-Supervised Multi-Path Generative Neural Network Approach
PDFA Network-Specific Markov Random Field Approach to Community Detection
PDFMitigating Overexposure in Viral Marketing
PDFListening to the World Improves Speech Command Recognition
PDFRobust Detection of Link Communities in Large Social Networks by Exploiting Link Semantics
PDFJoint Training for Neural Machine Translation Models with Monolingual Data
PDFDual Deep Neural Networks Cross-Modal Hashing
PDFImproved English to Russian Translation by Neural Suffix Prediction
PDFConfidence-Aware Matrix Factorization for Recommender Systems
PDFCross-Lingual Entity Linking for Web Tables
PDFExploring Implicit Feedback for Open Domain Conversation Generation
PDFAttention-via-Attention Neural Machine Translation
PDFDiscovering and Distinguishing Multiple Visual Senses for Polysemous Words
PDFRepresentation Learning for Scale-Free Networks
PDFDynamic Network Embedding by Modeling Triadic Closure Process
PDFFrom Common to Special: When Multi-Attribute Learning Meets Personalized Opinions
PDFPersonalized Time-Aware Tag Recommendation
PDFNeural Link Prediction over Aligned Networks
PDFFILE: A Novel Framework for Predicting Social Status in Signed Networks
PDFLocation-Sensitive User Profiling Using Crowdsourced Labels
PDFUnsupervised Generative Adversarial Cross-Modal Hashing
PDFA Multi-Task Learning Approach for Improving Product Title Compression with User Search Log Data
PDFCA-RNN: Using Context-Aligned Recurrent Neural Networks for Modeling Sentence Similarity
PDFSpatiotemporal Activity Modeling Under Data Scarcity: A Graph-Regularized Cross-Modal Embedding Approach
PDFDepthLGP: Learning Embeddings of Out-of-Sample Nodes in Dynamic Networks
PDFOn Validation and Predictability of Digital Badges’ Influence on Individual Users
PDFTelepath: Understanding Users from a Human Vision Perspective in Large-Scale Recommender Systems
PDFPrivacy Preserving Point-of-Interest Recommendation Using Decentralized Matrix Factorization
PDFRSDNE: Exploring Relaxed Similarity and Dissimilarity from Completely-Imbalanced Labels for Network Embedding
PDFSocial Recommendation with an Essential Preference Space
PDFMulti-Facet Network Embedding: Beyond the General Solution of Detection and Representation
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AAAI Technical Track: Applications
Picasso, Matisse, or a Fake? Automated Analysis of Drawings at the Stroke Level for Attribution and Authentication
PDFTensorized Projection for High-Dimensional Binary Embedding
PDFDistributed Composite Quantization
PDFNorm Conflict Resolution in Stochastic Domains
PDFBeyond Distributive Fairness in Algorithmic Decision Making: Feature Selection for Procedurally Fair Learning
PDFAlgorithms for Trip-Vehicle Assignment in Ride-Sharing
PDFTIMERS: Error-Bounded SVD Restart on Dynamic Networks
PDFVideo Summarization via Semantic Attended Networks
PDFComparing Population Means Under Local Differential Privacy: With Significance and Power
PDFDeep Representation-Decoupling Neural Networks for Monaural Music Mixture Separation
PDFEAD: Elastic-Net Attacks to Deep Neural Networks via Adversarial Examples
PDFSynthesis of Programs from Multimodal Datasets
PDFAn AI Planning Solution to Scenario Generation for Enterprise Risk Management
PDFWhen Social Advertising Meets Viral Marketing: Sequencing Social Advertisements for Influence Maximization
PDFLearning the Probability of Activation in the Presence of Latent Spreaders
PDFLearning the Joint Representation of Heterogeneous Temporal Events for Clinical Endpoint Prediction
PDFCD-CNN: A Partially Supervised Cross-Domain Deep Learning Model for Urban Resident Recognition
PDFGenerating an Event Timeline About Daily Activities From a Semantic Concept Stream
PDFOn Organizing Online Soirees with Live Multi-Streaming
PDFMuseGAN: Multi-track Sequential Generative Adversarial Networks for Symbolic Music Generation and Accompaniment
PDFUplink Communication Efficient Differentially Private Sparse Optimization With Feature-Wise Distributed Data
PDFGeographic Differential Privacy for Mobile Crowd Coverage Maximization
PDFMulti-View Multi-Graph Embedding for Brain Network Clustering Analysis
PDFPredicting Aesthetic Score Distribution Through Cumulative Jensen-Shannon Divergence
PDFLearning Differences Between Visual Scanning Patterns Can Disambiguate Bipolar and Unipolar Patients
PDFRanking Users in Social Networks With Higher-Order Structures
PDFCatching Captain Jack: Efficient Time and Space Dependent Patrols to Combat Oil-Siphoning in International Waters
PDFEarly Prediction of Diabetes Complications from Electronic Health Records: A Multi-Task Survival Analysis Approach
PDFAutomated Segmentation of Overlapping Cytoplasm in Cervical Smear Images via Contour Fragments
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AAAI Technical Track: Cognitive Modeling
Thinking in PolAR Pictures: Using Rotation-Friendly Mental Images to Solve Leiter-R Form Completion
PDFA Unified Model for Document-Based Question Answering Based on Human-Like Reading Strategy
PDFA Plasticity-Centric Approach to Train the Non-Differential Spiking Neural Networks
PDFPerceiving, Learning, and Recognizing 3D Objects: An Approach to Cognitive Service Robots
PDFLearning Nonlinear Dynamics in Efficient, Balanced Spiking Networks Using Local Plasticity Rules
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AAAI Technical Track: Cognitive Systems
Maximizing Activity in Ising Networks via the TAP Approximation
PDFRUBER: An Unsupervised Method for Automatic Evaluation of Open-Domain Dialog Systems
PDFExpected Utility with Relative Loss Reduction: A Unifying Decision Model for Resolving Four Well-Known Paradoxes
PDFThe Structural Affinity Method for Solving the Raven’s Progressive Matrices Test for Intelligence
PDFExplicit Reasoning over End-to-End Neural Architectures for Visual Question Answering
PDFEmotional Chatting Machine: Emotional Conversation Generation with Internal and External Memory
PDFHAN: Hierarchical Association Network for Computing Semantic Relatedness
PDFGlass-Box Program Synthesis: A Machine Learning Approach
PDFAction Recognition From Skeleton Data via Analogical Generalization Over Qualitative Representations
PDFLearning From Unannotated QA Pairs to Analogically Disambiguate and Answer Questions
PDFStyle Transfer in Text: Exploration and Evaluation
PDFTowards Building Large Scale Multimodal Domain-Aware Conversation Systems
PDFComplex Sequential Question Answering: Towards Learning to Converse Over Linked Question Answer Pairs with a Knowledge Graph
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AAAI Technical Track: Game Playing and Interactive Entertainment
AAAI Technical Track: Game Theory and Economic Paradigms
Tool Auctions
PDFApproximating Bribery in Scoring Rules
PDFCooperative Games With Bounded Dependency Degree
PDFThe Complexity of Bribery in Network-Based Rating Systems
PDFAllocation Problems in Ride-Sharing Platforms: Online Matching With Offline Reusable Resources
PDFOn the Complexity of Extended and Proportional Justified Representation
PDFCommittee Selection with Intraclass and Interclass Synergies
PDFTruthful and Near-Optimal Mechanisms for Welfare Maximization in Multi-Winner Elections
PDFAIVAT: A New Variance Reduction Technique for Agent Evaluation in Imperfect Information Games
PDFRobust Stackelberg Equilibria in Extensive-Form Games and Extension to Limited Lookahead
PDFThe Conference Paper Assignment Problem: Using Order Weighted Averages to Assign Indivisible Goods
PDFA Regression Approach for Modeling Games With Many Symmetric Players
PDFUtilitarians Without Utilities: Maximizing Social Welfare for Graph Problems Using Only Ordinal Preferences
PDFCoalition Manipulation of Gale-Shapley Algorithm
PDFEquilibrium Computation and Robust Optimization in Zero Sum Games With Submodular Structure
PDFComputing the Strategy to Commit to in Polymatrix Games
PDFMultiwinner Elections With Diversity Constraints
PDFEffective Heuristics for Committee Scoring Rules
PDFFacility Location Games With Fractional Preferences
PDFSingle-Peakedness and Total Unimodularity: New Polynomial-Time Algorithms for Multi-Winner Elections
PDFOn Recognising Nearly Single-Crossing Preferences
PDFComputational Results for Extensive-Form Adversarial Team Games
PDFIncentivizing High Quality User Contributions: New Arm Generation in Bandit Learning
PDFGroupwise Maximin Fair Allocation of Indivisible Goods
PDFFair Rent Division on a Budget
PDFWeighted Voting Via No-Regret Learning
PDFRanking Wily People Who Rank Each Other
PDFLiquid Democracy: An Algorithmic Perspective
PDFOn the Distortion of Voting With Multiple Representative Candidates
PDFApproximately Stable Matchings With Budget Constraints
PDFIncentive-Compatible Forecasting Competitions
PDFNon-Exploitable Protocols for Repeated Cake Cutting
PDFResource Allocation Polytope Games: Uniqueness of Equilibrium, Price of Stability, and Price of Anarchy
PDFAn Axiomatization of the Eigenvector and Katz Centralities
PDFBalancing Lexicographic Fairness and a Utilitarian Objective With Application to Kidney Exchange
PDFRich Coalitional Resource Games
PDFOn the Approximation of Nash Equilibria in Sparse Win-Lose Games
PDFOn Social Envy-Freeness in Multi-Unit Markets
PDFAxioms for Distance-Based Centralities
PDFModelling Iterative Judgment Aggregation
PDFAverage-Case Approximation Ratio of Scheduling Without Payments
PDFDisarmament Games With Resource
PDFTraffic Optimization for a Mixture of Self-Interested and Compliant Agents
PDFA Bayesian Clearing Mechanism for Combinatorial Auctions
PDFPolicy Learning for Continuous Space Security Games Using Neural Networks
PDFStrategic Coordination of Human Patrollers and Mobile Sensors With Signaling for Security Games
PDFRank Maximal Equal Contribution: A Probabilistic Social Choice Function
PDFIt Takes (Only) Two: Adversarial Generator-Encoder Networks
PDFMUDA: A Truthful Multi-Unit Double-Auction Mechanism
PDFApproximation-Variance Tradeoffs in Facility Location Games
PDFReinforcement Mechanism Design for Fraudulent Behaviour in e-Commerce
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AAAI Technical Track: Heuristic Search and Optimization
Avoiding Dead Ends in Real-Time Heuristic Search
PDFNoisy Derivative-Free Optimization With Value Suppression
PDFEfficiently Monitoring Small Data Modification Effect for Large-Scale Learning in Changing Environment
PDFOn the Time and Space Complexity of Genetic Programming for Evolving Boolean Conjunctions
PDFLocality Preserving Projection Based on F-norm
PDFExact Clustering via Integer Programming and Maximum Satisfiability
PDFAccelerated Best-First Search With Upper-Bound Computation for Submodular Function Maximization
PDFSubmodular Function Maximization Over Graphs via Zero-Suppressed Binary Decision Diagrams
PDFLarge Scale Constrained Linear Regression Revisited: Faster Algorithms via Preconditioning
PDFProximal Alternating Direction Network: A Globally Converged Deep Unrolling Framework
PDFOn Multiset Selection With Size Constraints
PDFA Recursive Scenario Decomposition Algorithm for Combinatorial Multistage Stochastic Optimisation Problems
PDFRevisiting Immediate Duplicate Detection in External Memory Search
PDFA Two-Stage MaxSAT Reasoning Approach for the Maximum Weight Clique Problem
PDFStreaming Non-Monotone Submodular Maximization: Personalized Video Summarization on the Fly
PDFCounting Linear Extensions in Practice: MCMC Versus Exponential Monte Carlo
PDFDisjunctive Program Synthesis: A Robust Approach to Programming by Example
PDFMemory-Augmented Monte Carlo Tree Search
PDFWarmstarting of Model-Based Algorithm Configuration
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AAAI Technical Track: Human-AI Collaboration
A Coverage-Based Utility Model for Identifying Unknown Unknowns
PDFAn Interactive Multi-Label Consensus Labeling Model for Multiple Labeler Judgments
PDFHuman-in-the-Loop SLAM
PDFHow AI Wins Friends and Influences People in Repeated Games With Cheap Talk
PDFDeep TAMER: Interactive Agent Shaping in High-Dimensional State Spaces
PDFAn Interpretable Joint Graphical Model for Fact-Checking From Crowds
PDFInteractively Learning a Blend of Goal-Based and Procedural Tasks
PDFOptimizing Interventions via Offline Policy Evaluation: Studies in Citizen Science
PDFToward Deep Reinforcement Learning Without a Simulator: An Autonomous Steering Example
PDFAnchors: High-Precision Model-Agnostic Explanations
PDFEmergence of Grounded Compositional Language in Multi-Agent Populations
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AAAI Technical Track: Humans and AI
Cascade and Parallel Convolutional Recurrent Neural Networks on EEG-based Intention Recognition for Brain Computer Interface
PDFWiFi-Based Human Identification via Convex Tensor Shapelet Learning
PDFA Low-Cost Ethics Shaping Approach for Designing Reinforcement Learning Agents
PDFTowards Imperceptible and Robust Adversarial Example Attacks Against Neural Networks
PDFCoupled Deep Learning for Heterogeneous Face Recognition
PDFBeyond Sparsity: Tree Regularization of Deep Models for Interpretability
PDFDeception Detection in Videos
PDFState of the Art: Reproducibility in Artificial Intelligence
PDFImproving the Adversarial Robustness and Interpretability of Deep Neural Networks by Regularizing Their Input Gradients
PDFAdapting a Kidney Exchange Algorithm to Align With Human Values
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AAAI Technical Track: Human-Computation and Crowd Sourcing
Semi-Supervised Learning From Crowds Using Deep Generative Models
PDFUnderstanding Social Interpersonal Interaction via Synchronization Templates of Facial Events
PDFSentiment Analysis via Deep Hybrid Textual-Crowd Learning Model
PDFDeep Learning from Crowds
PDFAdversarial Learning for Chinese NER From Crowd Annotations
PDFUnderstanding Over Participation in Simple Contests
PDFAdaFlock: Adaptive Feature Discovery for Human-in-the-loop Predictive Modeling
PDFInformation Gathering With Peers: Submodular Optimization With Peer-Prediction Constraints
PDFPartial Truthfulness in Minimal Peer Prediction Mechanisms With Limited Knowledge
PDFA Voting-Based System for Ethical Decision Making
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AAAI Technical Track: Knowledge Representation and Reasoning
Convolutional 2D Knowledge Graph Embeddings
PDFQuestion Answering as Global Reasoning Over Semantic Abstractions
PDFMachine-Translated Knowledge Transfer for Commonsense Causal Reasoning
PDFFair Inference on Outcomes
PDFOptimised Maintenance of Datalog Materialisations
PDFMeasuring Conditional Independence by Independent Residuals: Theoretical Results and Application in Causal Discovery
PDFTowards a Unified Framework for Syntactic Inconsistency Measures
PDFRational Inference Patterns Based on Conditional Logic
PDFTowards Formal Definitions of Blameworthiness, Intention, and Moral Responsibility
PDFSenticNet 5: Discovering Conceptual Primitives for Sentiment Analysis by Means of Context Embeddings
PDFIn Praise of Belief Bases: Doing Epistemic Logic Without Possible Worlds
PDFSituation Calculus Semantics for Actual Causality
PDFComplexity of Verification in Incomplete Argumentation Frameworks
PDFGoal-Driven Query Answering for Existential Rules With Equality
PDFFairness in Decision-Making — The Causal Explanation Formula
PDFCombining Rules and Ontologies into Clopen Knowledge Bases
PDFSELF: Structural Equational Likelihood Framework for Causal Discovery
PDFRepairing Ontologies via Axiom Weakening
PDFQualitative Reasoning About Cardinal Directions Using Answer Set Programming
PDFSplitting an LPMLN Program
PDFVisual Explanation by High-Level Abduction: On Answer-Set Programming Driven Reasoning About Moving Objects
PDFLearning Abduction Using Partial Observability
PDFLTLf/LDLf Non-Markovian Rewards
PDFOpen-World Knowledge Graph Completion
PDFIncorporating GAN for Negative Sampling in Knowledge Representation Learning
PDFStream Reasoning in Temporal Datalog
PDFTorusE: Knowledge Graph Embedding on a Lie Group
PDFAnswering Regular Path Queries over SQ Ontologies
PDFExternally Supported Models for Efficient Computation of Paracoherent Answer Sets
PDFProbabilistic Inference Over Repeated Insertion Models
PDFDependence in Propositional Logic: Formula-Formula Dependence and Formula Forgetting – Application to Belief Update and Conservative Extension
PDFOn Consensus in Belief Merging
PDFHow Many Properties Do We Need for Gradual Argumentation?
PDFWeighted Abstract Dialectical Frameworks
PDFMeasuring Strong Inconsistency
PDFBehavior Is Everything: Towards Representing Concepts with Sensorimotor Contingencies
PDFEmbedding of Hierarchically Typed Knowledge Bases
PDFOn the Satisfiability Problem of Patterns in SPARQL 1.1
PDFMaximum A Posteriori Inference in Sum-Product Networks
PDFA Framework and Positive Results for IAR-answering
PDFForgetting and Unfolding for Existential Rules
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AAAI Technical Track: Machine Learning
Examining CNN Representations With Respect to Dataset Bias
PDFCooperative Learning of Energy-Based Model and Latent Variable Model via MCMC Teaching
PDFSource Traces for Temporal Difference Learning
PDFA Deep Model With Local Surrogate Loss for General Cost-Sensitive Multi-Label Learning
PDFAsymmetric Deep Supervised Hashing
PDFAutomatic Segmentation of Data Sequences
PDFARC: Adversarial Robust Cuts for Semi-Supervised and Multi-Label Classification
PDFOn the Optimal Bit Complexity of Circulant Binary Embedding
PDFInterpreting CNN Knowledge via an Explanatory Graph
PDFFrom Monte Carlo to Las Vegas: Improving Restricted Boltzmann Machine Training Through Stopping Sets
PDFA Framework for Multistream Regression With Direct Density Ratio Estimation
PDFDeterministic Policy Optimization by Combining Pathwise and Score Function Estimators for Discrete Action Spaces
PDFHypergraph p-Laplacian: A Differential Geometry View
PDFLearning Transferable Subspace for Human Motion Segmentation
PDFLatent Discriminant Subspace Representations for Multi-View Outlier Detection
PDFAlgorithms for Generalized Topic Modeling
PDFBoosted Generative Models
PDFDetecting Adversarial Examples Through Image Transformation
PDFFlow-GAN: Combining Maximum Likelihood and Adversarial Learning in Generative Models
PDFWhen Waiting Is Not an Option: Learning Options With a Deliberation Cost
PDFBayesian Functional Optimization
PDFGated-Attention Architectures for Task-Oriented Language Grounding
PDFOn Controlling the Size of Clusters in Probabilistic Clustering
PDFCounterfactual Multi-Agent Policy Gradients
PDFAccelerated Method for Stochastic Composition Optimization With Nonsmooth Regularization
PDFRainbow: Combining Improvements in Deep Reinforcement Learning
PDFSafe Reinforcement Learning via Shielding
PDFGraph Scan Statistics With Uncertainty
PDFDecomposition Strategies for Constructive Preference Elicitation
PDFAction Branching Architectures for Deep Reinforcement Learning
PDFMatrix Variate Gaussian Mixture Distribution Steered Robust Metric Learning
PDFInexact Proximal Gradient Methods for Non-Convex and Non-Smooth Optimization
PDFAsynchronous Doubly Stochastic Sparse Kernel Learning
PDFConstructive Preference Elicitation Over Hybrid Combinatorial Spaces
PDFTrace Ratio Optimization With Feature Correlation Mining for Multiclass Discriminant Analysis
PDFA Continuous Relaxation of Beam Search for End-to-End Training of Neural Sequence Models
PDFMining Heavy Temporal Subgraphs: Fast Algorithms and Applications
PDFHigh Rank Matrix Completion With Side Information
PDFLearning Lexicographic Preference Trees From Positive Examples
PDFLong-Term Image Boundary Prediction
PDFRiemannian Stein Variational Gradient Descent for Bayesian Inference
PDFSemi-Supervised AUC Optimization Without Guessing Labels of Unlabeled Data
PDFAn Efficient, Expressive and Local Minima-Free Method for Learning Controlled Dynamical Systems
PDFClustering Small Samples With Quality Guarantees: Adaptivity With One2all PPS
PDFOptionGAN: Learning Joint Reward-Policy Options Using Generative Adversarial Inverse Reinforcement Learning
PDFSpatio-Temporal Graph Convolution for Skeleton Based Action Recognition
PDFA Spherical Hidden Markov Model for Semantics-Rich Human Mobility Modeling
PDFA Parallelizable Acceleration Framework for Packing Linear Programs
PDFBeyond Link Prediction: Predicting Hyperlinks in Adjacency Space
PDFLabeled Memory Networks for Online Model Adaptation
PDFMDP-Based Cost Sensitive Classification Using Decision Trees
PDFAn End-to-End Deep Learning Architecture for Graph Classification
PDFDarkRank: Accelerating Deep Metric Learning via Cross Sample Similarities Transfer
PDFWasserstein Distance Guided Representation Learning for Domain Adaptation
PDFAutomatic Parameter Tying: A New Approach for Regularized Parameter Learning in Markov Networks
PDFGaussian Process Decentralized Data Fusion Meets Transfer Learning in Large-Scale Distributed Cooperative Perception
PDFOverlap-Robust Decision Boundary Learning for Within-Network Classification
PDFDecentralized High-Dimensional Bayesian Optimization With Factor Graphs
PDFNo Modes Left Behind: Capturing the Data Distribution Effectively Using GANs
PDFTau-FPL: Tolerance-Constrained Learning in Linear Time
PDFDistributional Reinforcement Learning With Quantile Regression
PDFUnsupervised Domain Adaptation With Distribution Matching Machines
PDFLagrangian Constrained Community Detection
PDFLeaf-Smoothed Hierarchical Softmax for Ordinal Prediction
PDFEfficient Probabilistic Performance Bounds for Inverse Reinforcement Learning
PDFWho Said What: Modeling Individual Labelers Improves Classification
PDFDeep Q-learning From Demonstrations
PDFDiverse Exploration for Fast and Safe Policy Improvement
PDFCoDiNMF: Co-Clustering of Directed Graphs via NMF
PDFLearning Multi-Way Relations via Tensor Decomposition With Neural Networks
PDFHypergraph Learning With Cost Interval Optimization
PDFLearning From Semi-Supervised Weak-Label Data
PDFOnline Clustering of Contextual Cascading Bandits
PDFSelective Verification Strategy for Learning From Crowds
PDFNew l2,1-Norm Relaxation of Multi-Way Graph Cut for Clustering
PDFDictionary Learning in Optimal Metric Space
PDFMulti-Adversarial Domain Adaptation
PDFLess-Forgetful Learning for Domain Expansion in Deep Neural Networks
PDFOrthogonal Weight Normalization: Solution to Optimization Over Multiple Dependent Stiefel Manifolds in Deep Neural Networks
PDFReinforced Multi-Label Image Classification by Exploring Curriculum
PDFDeep Learning for Case-Based Reasoning Through Prototypes: A Neural Network That Explains Its Predictions
PDFEfficient K-Shot Learning With Regularized Deep Networks
PDFBernoulli Embeddings for Graphs
PDFSum-Product Autoencoding: Encoding and Decoding Representations Using Sum-Product Networks
PDFDID: Distributed Incremental Block Coordinate Descent for Nonnegative Matrix Factorization
PDFMERCS: Multi-Directional Ensembles of Regression and Classification Trees
PDFOptimal Margin Distribution Clustering
PDFOn Multi-Relational Link Prediction With Bilinear Models
PDFLearning to Interact With Learning Agents
PDFLearning With Options That Terminate Off-Policy
PDFSubstructure Assembling Network for Graph Classification
PDFLearning Graph-Structured Sum-Product Networks for Probabilistic Semantic Maps
PDFLearning Predictive State Representations From Non-Uniform Sampling
PDFBelief Reward Shaping in Reinforcement Learning
PDFTopic Modeling on Health Journals With Regularized Variational Inference
PDFIncomplete Label Multi-Task Ordinal Regression for Spatial Event Scale Forecasting
PDFSubgraph Pattern Neural Networks for High-Order Graph Evolution Prediction
PDFA Change-Detection Based Framework for Piecewise-Stationary Multi-Armed Bandit Problem
PDFNonparametric Stochastic Contextual Bandits
PDFDeep Semi-Random Features for Nonlinear Function Approximation
PDFProduct Quantized Translation for Fast Nearest Neighbor Search
PDFInformation Directed Sampling for Stochastic Bandits With Graph Feedback
PDFKernel Cross-Correlator
PDFPersonalized Privacy-Preserving Social Recommendation
PDFEstimating the Class Prior in Positive and Unlabeled Data Through Decision Tree Induction
PDFLSTD: A Low-Shot Transfer Detector for Object Detection
PDFAn Optimal Online Method of Selecting Source Policies for Reinforcement Learning
PDFDouble Forward Propagation for Memorized Batch Normalization
PDFA Poisson Gamma Probabilistic Model for Latent Node-Group Memberships in Dynamic Networks
PDFImitation Learning via Kernel Mean Embedding
PDFLatent Semantic Aware Multi-View Multi-Label Classification
PDFROAR: Robust Label Ranking for Social Emotion Mining
PDFLearning to Rank Based on Analogical Reasoning
PDFSC2Net: Sparse LSTMs for Sparse Coding
PDFBuilding Deep Networks on Grassmann Manifolds
PDFLearning Mixtures of Random Utility Models
PDFLearning Combinatory Categorial Grammars for Plan Recognition
PDFCore Dependency Networks
PDFAdaComp : Adaptive Residual Gradient Compression for Data-Parallel Distributed Training
PDFMulti-Layer Multi-View Classification for Alzheimer’s Disease Diagnosis
PDFMixed Sum-Product Networks: A Deep Architecture for Hybrid Domains
PDFAutoEncoder by Forest
PDFLabel Distribution Learning by Exploiting Sample Correlations Locally
PDFDeep Reinforcement Learning That Matters
PDFDual Set Multi-Label Learning
PDFFourier Feature Approximations for Periodic Kernels in Time-Series Modelling
PDFOn Data-Dependent Random Features for Improved Generalization in Supervised Learning
PDFMargin Based PU Learning
PDFTransferable Contextual Bandit for Cross-Domain Recommendation
PDFLearning With Incomplete Labels
PDFDialogue Act Sequence Labeling Using Hierarchical Encoder With CRF
PDFBalanced Clustering via Exclusive Lasso: A Pragmatic Approach
PDFEMD Metric Learning
PDFQuantized Memory-Augmented Neural Networks
PDFActive Lifelong Learning With “Watchdog”
PDFCompact Multi-Label Learning
PDFHierarchical Policy Search via Return-Weighted Density Estimation
PDFgOCCF: Graph-Theoretic One-Class Collaborative Filtering Based on Uninteresting Items
PDFEfficient Architecture Search by Network Transformation
PDFRandomized Kernel Selection With Spectra of Multilevel Circulant Matrices
PDFExtremely Low Bit Neural Network: Squeeze the Last Bit Out With ADMM
PDFAutomatic Model Selection in Subspace Clustering via Triplet Relationships
PDFDynamic Optimization of Neural Network Structures Using Probabilistic Modeling
PDFVariational Probability Flow for Biologically Plausible Training of Deep Neural Networks
PDFExploiting Emotion on Reviews for Recommender Systems
PDFStatistical Inference Using SGD
PDFAlternating Optimisation and Quadrature for Robust Control
PDFRegularizing Deep Networks Using Efficient Layerwise Adversarial Training
PDFCoupled Poisson Factorization Integrated With User/Item Metadata for Modeling Popular and Sparse Ratings in Scalable Recommendation
PDFDoubly Approximate Nearest Neighbor Classification
PDFAdaptive Graph Convolutional Neural Networks
PDFSparse Modeling-Based Sequential Ensemble Learning for Effective Outlier Detection in High-Dimensional Numeric Data
PDFEfficient Test-Time Predictor Learning With Group-Based Budget
PDFAlternating Circulant Random Features for Semigroup Kernels
PDFDirect Hashing Without Pseudo-Labels
PDFDistant-Supervision of Heterogeneous Multitask Learning for Social Event Forecasting With Multilingual Indicators
PDFApproximate Vanishing Ideal via Data Knotting
PDFFeature Engineering for Predictive Modeling Using Reinforcement Learning
PDFRobust Formulation for PCA: Avoiding Mean Calculation With L2,p-norm Maximization
PDFLearning Across Scales—Multiscale Methods for Convolution Neural Networks
PDFAn Euclidean Distance Based on Tensor Product Graph Diffusion Related Attribute Value Embedding for Nominal Data Clustering
PDFDomain Generalization via Conditional Invariant Representations
PDFTowards Ultra-High Performance and Energy Efficiency of Deep Learning Systems: An Algorithm-Hardware Co-Optimization Framework
PDFA Provable Approach for Double-Sparse Coding
PDFLink Prediction via Subgraph Embedding-Based Convex Matrix Completion
PDFFeature-Induced Labeling Information Enrichment for Multi-Label Learning
PDFOn Convergence of Epanechnikov Mean Shift
PDFNonconvex Sparse Spectral Clustering by Alternating Direction Method of Multipliers and Its Convergence Analysis
PDFWord Co-Occurrence Regularized Non-Negative Matrix Tri-Factorization for Text Data Co-Clustering
PDFFrom Hashing to CNNs: Training Binary Weight Networks via Hashing
PDFInformation-Theoretic Domain Adaptation Under Severe Noise Conditions
PDFNon-Discriminatory Machine Learning Through Convex Fairness Criteria
PDFDeep Neural Network Compression With Single and Multiple Level Quantization
PDFLabel Distribution Learning by Exploiting Label Correlations
PDFSNNN: Promoting Word Sentiment and Negation in Neural Sentiment Classification
PDFReduced-Rank Linear Dynamical Systems
PDFAdversarial Learning of Portable Student Networks
PDFReversible Architectures for Arbitrarily Deep Residual Neural Networks
PDFOnline Learning for Structured Loss Spaces
PDFEuler Sparse Representation for Image Classification
PDFFiLM: Visual Reasoning with a General Conditioning Layer
PDFLearning to Attack: Adversarial Transformation Networks
PDFSparse Gaussian Conditional Random Fields on Top of Recurrent Neural Networks
PDFAdversarial Dropout for Supervised and Semi-Supervised Learning
PDFAttend and Diagnose: Clinical Time Series Analysis Using Attention Models
PDFLearning With Single-Teacher Multi-Student
PDFApproximate and Exact Enumeration of Rule Models
PDFDecoupled Convolutions for CNNs
PDFCharacterization of the Convex Łukasiewicz Fragment for Learning From Constraints
PDFJoint Learning of Set Cardinality and State Distribution
PDFA General Formulation for Safely Exploiting Weakly Supervised Data
PDFBayesian Robust Attributed Graph Clustering: Joint Learning of Partial Anomalies and Group Structure
PDFOn the ERM Principle With Networked Data
PDFPartial Multi-Label Learning
PDFTeaching a Machine to Read Maps With Deep Reinforcement Learning
PDFOn Value Function Representation of Long Horizon Problems
PDFInterpretable Graph-Based Semi-Supervised Learning via Flows
PDFOrthant-Wise Passive Descent Algorithms for Training L1-Regularized Models
PDFJoint Dictionaries for Zero-Shot Learning
PDFSAGA: A Submodular Greedy Algorithm for Group Recommendation
PDFMeasuring Catastrophic Forgetting in Neural Networks
PDFHuman Guided Linear Regression With Feature-Level Constraints
PDFUnified Spectral Clustering With Optimal Graph
PDFRandomized Clustered Nystrom for Large-Scale Kernel Machines
PDFProper Loss Functions for Nonlinear Hawkes Processes
PDFData-Dependent Learning of Symmetric/Antisymmetric Relations for Knowledge Base Completion
PDFConsistent and Specific Multi-View Subspace Clustering
PDFHodgeRank With Information Maximization for Crowdsourced Pairwise Ranking Aggregation
PDFATRank: An Attention-Based User Behavior Modeling Framework for Recommendation
PDFEfficient Multi-Dimensional Tensor Sparse Coding Using t-Linear Combination
PDFReliable Multi-View Clustering
PDFNonlinear Pairwise Layer and Its Training for Kernel Learning
PDFAdaptive Quantization for Deep Neural Network
PDFWeighted Multi-View Spectral Clustering Based on Spectral Perturbation
PDFTraining CNNs With Normalized Kernels
PDFPredictive Coding Machine for Compressed Sensing and Image Denoising
PDFSample-Efficient Learning of Mixtures
PDFUnsupervised Personalized Feature Selection
PDFDynamic Deep Neural Networks: Optimizing Accuracy-Efficiency Trade-Offs by Selective Execution
PDFBudget-Constrained Multi-Armed Bandits With Multiple Plays
PDFMulti-Step Reinforcement Learning: A Unifying Algorithm
PDFNon-Parametric Outliers Detection in Multiple Time Series A Case Study: Power Grid Data Analysis
PDFPAC Reinforcement Learning With an Imperfect Model
PDFSelective Experience Replay for Lifelong Learning
PDFMetric-Based Auto-Instructor for Learning Mixed Data Representation
PDFLearning to Generalize: Meta-Learning for Domain Generalization
PDFDynamic Determinantal Point Processes
PDFZero-Shot Learning via Class-Conditioned Deep Generative Models
PDFStochastic Non-Convex Ordinal Embedding With Stabilized Barzilai-Borwein Step Size
PDFRocket Launching: A Universal and Efficient Framework for Training Well-Performing Light Net
PDFPerception Coordination Network: A Framework for Online Multi-Modal Concept Acquisition and Binding
PDFLearning Vector Autoregressive Models With Latent Processes
PDFDeeper Insights Into Graph Convolutional Networks for Semi-Supervised Learning
PDFBatchwise Patching of Classifiers
PDFReinforcement Learning in POMDPs With Memoryless Options and Option-Observation Initiation Sets
PDFExpected Policy Gradients
PDFA Batch Learning Framework for Scalable Personalized Ranking
PDFLabel Distribution Learning by Optimal Transport
PDFTraining Set Debugging Using Trusted Items
PDFA Probabilistic Hierarchical Model for Multi-View and Multi-Feature Classification
PDFInformed Non-Convex Robust Principal Component Analysis With Features
PDF
AAAI Technical Track: Multiagent Systems
The Role of Data-Driven Priors in Multi-Agent Crowd Trajectory Estimation
PDFDilated FCN for Multi-Agent 2D/3D Medical Image Registration
PDFManipulative Elicitation — A New Attack on Elections with Incomplete Preferences
PDFPOMDP-Based Decision Making for Fast Event Handling in VANETs
PDFStrategic Coalitions With Perfect Recall
PDFAn Ant-Based Algorithm to Solve Distributed Constraint Optimization Problems
PDFSocial Norms of Cooperation With Costly Reputation Building
PDFHogRider: Champion Agent of Microsoft Malmo Collaborative AI Challenge
PDFControl Argumentation Frameworks
PDFPrivacy-Preserving Policy Iteration for Decentralized POMDPs
PDFMaximizing Influence in an Unknown Social Network
PDFDecentralised Learning in Systems With Many, Many Strategic Agents
PDFMultiagent Connected Path Planning: PSPACE-Completeness and How to Deal With It
PDFLearning the Behavior of a Dynamical System Via a “20 Questions” Approach
PDFIntegrated Cooperation and Competition in Multi-Agent Decision-Making
PDFKnowledge, Fairness, and Social Constraints
PDFDynamic Pricing for Reusable Resources in Competitive Market With Stochastic Demand
PDFPreallocation and Planning Under Stochastic Resource Constraints
PDF
AAAI Technical Track: Reasoning under Uncertainty
Relational Marginal Problems: Theory and Estimation
PDFOptimal Approximation of Random Variables for Estimating the Probability of Meeting a Plan Deadline
PDFLearning Robust Options
PDFHawkes Process Inference With Missing Data
PDFAn Experimental Study of Advice in Sequential Decision-Making Under Uncertainty
PDFTowards Training Probabilistic Topic Models on Neuromorphic Multi-Chip Systems
PDFConditional PSDDs: Modeling and Learning With Modular Knowledge
PDFLearning Mixtures of MLNs
PDFRisk-Sensitive Submodular Optimization
PDFInformation Acquisition Under Resource Limitations in a Noisy Environment
PDFAnytime Anyspace AND/OR Best-First Search for Bounding Marginal MAP
PDFA Neural Stochastic Volatility Model
PDFGeneralized Adjustment Under Confounding and Selection Biases
PDFLifted Generalized Dual Decomposition
PDFApproximate Inference via Weighted Rademacher Complexity
PDFArmstrong’s Axioms and Navigation Strategies
PDFEfficient-UCBV: An Almost Optimal Algorithm Using Variance Estimates
PDFRelNN: A Deep Neural Model for Relational Learning
PDFCombining Experts’ Causal Judgments
PDF
AAAI Technical Track: Robotics
Iterative Continuous Convolution for 3D Template Matching and Global Localization
PDFFrom Virtual Demonstration to Real-World Manipulation Using LSTM and MDN
PDFImproved Results for Minimum Constraint Removal
PDFLearning Integrated Holism-Landmark Representations for Long-Term Loop Closure Detection
PDFIONet: Learning to Cure the Curse of Drift in Inertial Odometry
PDFSafe Exploration and Optimization of Constrained MDPs Using Gaussian Processes
PDFBuilding Continuous Occupancy Maps With Moving Robots
PDFPhase-Parametric Policies for Reinforcement Learning in Cyclic Environments
PDFGuiding Search in Continuous State-Action Spaces by Learning an Action Sampler From Off-Target Search Experience
PDFSafe Reinforcement Learning via Formal Methods: Toward Safe Control Through Proof and Learning
PDFUnsupervised Selection of Negative Examples for Grounded Language Learning
PDF
AAAI Technical Track: Vision
T-C3D: Temporal Convolutional 3D Network for Real-Time Action Recognition
PDFA Cascaded Inception of Inception Network With Attention Modulated Feature Fusion for Human Pose Estimation
PDFA Deep Ranking Model for Spatio-Temporal Highlight Detection From a 360◦ Video
PDFProgressive Cognitive Human Parsing
PDFAccelerated Training for Massive Classification via Dynamic Class Selection
PDFTransfer Adversarial Hashing for Hamming Space Retrieval
PDFSemi-Supervised Bayesian Attribute Learning for Person Re-Identification
PDFUnravelling Robustness of Deep Learning Based Face Recognition Against Adversarial Attacks
PDFDiverse Beam Search for Improved Description of Complex Scenes
PDFTowards Automatic Learning of Procedures From Web Instructional Videos
PDFUsing Syntax to Ground Referring Expressions in Natural Images
PDFDoing the Best We Can With What We Have: Multi-Label Balancing With Selective Learning for Attribute Prediction
PDF3D Box Proposals From a Single Monocular Image of an Indoor Scene
PDFUnderstanding Image Impressiveness Inspired by Instantaneous Human Perceptual Cues
PDFUnderstanding Human Behaviors in Crowds by Imitating the Decision-Making Process
PDFMultimodal Keyless Attention Fusion for Video Classification
PDFShow, Reward and Tell: Automatic Generation of Narrative Paragraph From Photo Stream by Adversarial Training
PDFTowards Perceptual Image Dehazing by Physics-Based Disentanglement and Adversarial Training
PDFCross-Domain Human Parsing via Adversarial Feature and Label Adaptation
PDFGenerating Triples With Adversarial Networks for Scene Graph Construction
PDFDual-Reference Face Retrieval
PDFCo-Domain Embedding Using Deep Quadruplet Networks for Unseen Traffic Sign Recognition
PDFAction Prediction From Videos via Memorizing Hard-to-Predict Samples
PDFMixedPeds: Pedestrian Detection in Unannotated Videos Using Synthetically Generated Human-Agents for Training
PDFDLPaper2Code: Auto-Generation of Code From Deep Learning Research Papers
PDFMerge or Not? Learning to Group Faces via Imitation Learning
PDFSpatial Temporal Graph Convolutional Networks for Skeleton-Based Action Recognition
PDFCMCGAN: A Uniform Framework for Cross-Modal Visual-Audio Mutual Generation
PDFIntegrating Both Visual and Audio Cues for Enhanced Video Caption
PDFMix-and-Match Tuning for Self-Supervised Semantic Segmentation
PDFLearning Spatio-Temporal Features With Partial Expression Sequences for On-the-Fly Prediction
PDFHierarchical Discriminative Learning for Visible Thermal Person Re-Identification
PDFAnti-Makeup: Learning A Bi-Level Adversarial Network for Makeup-Invariant Face Verification
PDFMulti-Scale Face Restoration With Sequential Gating Ensemble Network
PDFAudio Visual Attribute Discovery for Fine-Grained Object Recognition
PDFMultispectral Transfer Network: Unsupervised Depth Estimation for All-Day Vision
PDFRecurrently Aggregating Deep Features for Salient Object Detection
PDFExtreme Low Resolution Activity Recognition With Multi-Siamese Embedding Learning
PDFUnsupervised Deep Learning of Mid-Level Video Representation for Action Recognition
PDFSpatial as Deep: Spatial CNN for Traffic Scene Understanding
PDFMulti-Rate Gated Recurrent Convolutional Networks for Video-Based Pedestrian Re-Identification
PDFUnsupervised Articulated Skeleton Extraction From Point Set Sequences Captured by a Single Depth Camera
PDFA Deep Cascade Network for Unaligned Face Attribute Classification
PDFRegion-Based Quality Estimation Network for Large-Scale Person Re-Identification
PDFCurve-Structure Segmentation From Depth Maps: A CNN-Based Approach and Its Application to Exploring Cultural Heritage Objects
PDFRobust Collaborative Discriminative Learning for RGB-Infrared Tracking
PDFWeakly Supervised Salient Object Detection Using Image Labels
PDFEmphasizing 3D Properties in Recurrent Multi-View Aggregation for 3D Shape Retrieval
PDFCo-Saliency Detection Within a Single Image
PDFBrute-Force Facial Landmark Analysis With a 140,000-Way Classifier
PDFDictionary Learning Inspired Deep Network for Scene Recognition
PDFGame of Sketches: Deep Recurrent Models of Pictionary-Style Word Guessing
PDFVisual Relationship Detection With Deep Structural Ranking
PDFUnFlow: Unsupervised Learning of Optical Flow With a Bidirectional Census Loss
PDFFacial Landmarks Detection by Self-Iterative Regression Based Landmarks-Attention Network
PDFExprGAN: Facial Expression Editing With Controllable Expression Intensity
PDFLearning Efficient Point Cloud Generation for Dense 3D Object Reconstruction
PDFLearning Adaptive Hidden Layers for Mobile Gesture Recognition
PDFTowards Affordable Semantic Searching: Zero-Shot Retrieval via Dominant Attributes
PDFRecurrent Attentional Reinforcement Learning for Multi-Label Image Recognition
PDFLearning a Wavelet-Like Auto-Encoder to Accelerate Deep Neural Networks
PDFLearning to Guide Decoding for Image Captioning
PDFDeep Low-Resolution Person Re-Identification
PDFPoseHD: Boosting Human Detectors Using Human Pose Information
PDFFLIC: Fast Linear Iterative Clustering With Active Search
PDFEnd-to-End United Video Dehazing and Detection
PDFMulti-Scale Bidirectional FCN for Object Skeleton Extraction
PDFSelf-View Grounding Given a Narrated 360° Video
PDFTop-Down Feedback for Crowd Counting Convolutional Neural Network
PDFAdversarial Discriminative Heterogeneous Face Recognition
PDFDF2Net: Discriminative Feature Learning and Fusion Network for RGB-D Indoor Scene Classification
PDFMovie Question Answering: Remembering the Textual Cues for Layered Visual Contents
PDFDeep Reinforcement Learning for Unsupervised Video Summarization With Diversity-Representativeness Reward
PDFWeakly Supervised Collective Feature Learning From Curated Media
PDFScene-Centric Joint Parsing of Cross-View Videos
PDFUnsupervised Learning of Geometry From Videos With Edge-Aware Depth-Normal Consistency
PDFRAN4IQA: Restorative Adversarial Nets for No-Reference Image Quality Assessment
PDFLearning Binary Residual Representations for Domain-Specific Video Streaming
PDFHCVRD: A Benchmark for Large-Scale Human-Centered Visual Relationship Detection
PDFKill Two Birds With One Stone: Weakly-Supervised Neural Network for Image Annotation and Tag Refinement
PDFAuto-Balanced Filter Pruning for Efficient Convolutional Neural Networks
PDFTemporal-Difference Learning With Sampling Baseline for Image Captioning
PDFTemporal-Enhanced Convolutional Network for Person Re-Identification
PDFR-FCN++: Towards Accurate Region-Based Fully Convolutional Networks for Object Detection
PDFStack-Captioning: Coarse-to-Fine Learning for Image Captioning
PDFDeep Stereo Matching With Explicit Cost Aggregation Sub-Architecture
PDFPixelLink: Detecting Scene Text via Instance Segmentation
PDFDeep Structured Learning for Visual Relationship Detection
PDFResidual Encoder Decoder Network and Adaptive Prior for Face Parsing
PDFLearning Pose Grammar to Encode Human Body Configuration for 3D Pose Estimation
PDFExploring Human-Like Attention Supervision in Visual Question Answering
PDFExploring Temporal Preservation Networks for Precise Temporal Action Localization
PDFHierarchical LSTM for Sign Language Translation
PDFVideo Generation From Text
PDFCross-View Person Identification by Matching Human Poses Estimated With Confidence on Each Body Joint
PDFLateral Inhibition-Inspired Convolutional Neural Network for Visual Attention and Saliency Detection
PDFLearning Coarse-to-Fine Structured Feature Embedding for Vehicle Re-Identification
PDFCo-Attending Free-Form Regions and Detections With Multi-Modal Multiplicative Feature Embedding for Visual Question Answering
PDFAcquiring Common Sense Spatial Knowledge Through Implicit Spatial Templates
PDFGraph Correspondence Transfer for Person Re-Identification
PDFAsking Friendly Strangers: Non-Semantic Attribute Transfer
PDFSEE: Towards Semi-Supervised End-to-End Scene Text Recognition
PDFAdaptive Feature Abstraction for Translating Video to Text
PDFDeep Semantic Structural Constraints for Zero-Shot Learning
PDFChar-Net: A Character-Aware Neural Network for Distorted Scene Text Recognition
PDFSupervised Deep Hashing for Hierarchical Labeled Data
PDFHierarchical Nonlinear Orthogonal Adaptive-Subspace Self-Organizing Map Based Feature Extraction for Human Action Recognition
PDFSelf-Reinforced Cascaded Regression for Face Alignment
PDFTransferable Semi-Supervised Semantic Segmentation
PDFZero-Shot Learning With Attribute Selection
PDFSqueezedText: A Real-Time Scene Text Recognition by Binary Convolutional Encoder-Decoder Network
PDFTracking Occluded Objects and Recovering Incomplete Trajectories by Reasoning About Containment Relations and Human Actions
PDFFace Sketch Synthesis From Coarse to Fine
PDFLearning Adversarial 3D Model Generation With 2D Image Enhancer
PDFMulti-Channel Pyramid Person Matching Network for Person Re-Identification
PDFAsymmetric Joint Learning for Heterogeneous Face Recognition
PDFDomain-Shared Group-Sparse Dictionary Learning for Unsupervised Domain Adaptation
PDFOrder-Free RNN With Visual Attention for Multi-Label Classification
PDFSAP: Self-Adaptive Proposal Model for Temporal Action Detection Based on Reinforcement Learning
PDFCooperative Training of Deep Aggregation Networks for RGB-D Action Recognition
PDFUnsupervised Part-Based Weighting Aggregation of Deep Convolutional Features for Image Retrieval
PDFAction Recognition With Coarse-to-Fine Deep Feature Integration and Asynchronous Fusion
PDF
IAAI Technical: Challenge Papers
Student Abstract Track
Adversarial Goal Generation for Intrinsic Motivation
PDFInfluence Maximization for Social Network Based Substance Abuse Prevention
PDFSolving Generalized Column Subset Selection With Heuristic Search
PDFLifelong Learning Networks: Beyond Single Agent Lifelong Learning
PDFPlaying SNES Games With NeuroEvolution of Augmenting Topologies
PDFConditional Linear Regression
PDFConsonant-Vowel Sequences as Subword Units for Code-Mixed Languages
PDFA Framework for Evaluating Barriers to the Democratization of Artificial Intelligence
PDFA New Benchmark and Evaluation Schema for Chinese Typo Detection and Correction
PDFEnhancing RNN Based OCR by Transductive Transfer Learning From Text to Images
PDFFR-ANet: A Face Recognition Guided Facial Attribute Classification Network
PDFExplainable Cross-Domain Recommendations Through Relational Learning
PDFGoal Recognition in Incomplete Domain Models
PDFDiscriminative Semi-Supervised Feature Selection via Rescaled Least Squares Regression-Supplement
PDFGenerating Image Captions in Arabic Using Root-Word Based Recurrent Neural Networks and Deep Neural Networks
PDFUncovering Scene Context for Predicting Privacy of Online Shared Images
PDFPlan-Based Intention Revision
PDFImitation Upper Confidence Bound for Bandits on a Graph
PDFAdversary Is the Best Teacher: Towards Extremely Compact Neural Networks
PDFBayesian Optimization Meets Search Based Optimization: A Hybrid Approach for Multi-Fidelity Optimization
PDFPersonalized Human Activity Recognition Using Convolutional Neural Networks
PDFContextual Collaborative Filtering for Student Response Prediction in Mixed-Format Tests
PDFRating Super-Resolution Microscopy Images With Deep Learning
PDFLearning Abduction Under Partial Observability
PDFProposition Entailment in Educational Applications Using Deep Neural Networks
PDFRelating Children’s Automatically Detected Facial Expressions to Their Behavior in RoboTutor
PDFConstructing Hierarchical Bayesian Networks With Pooling
PDFExploring the Use of Shatter for AllSAT Through Ramsey-Type Problems
PDFJoint Learning of Evolving Links for Dynamic Network Embedding
PDFTraining Autoencoders in Sparse Domain
PDFAdGAP: Advanced Global Average Pooling
PDFSelecting Proper Multi-Class SVM Training Methods
PDFTowards Better Variational Encoder-Decoders in Seq2Seq Tasks
PDFDialogue Generation With GAN
PDFAutomated Question Answering System for Community-Based Questions
PDFComparing Reward Shaping, Visual Hints, and Curriculum Learning
PDFA Novel Embedding Method for News Diffusion Prediction
PDFPath-Based Attention Neural Model for Fine-Grained Entity Typing
PDFEfficient Support Vector Machine Training Algorithm on GPUs
PDFPreliminary Results on Exploration-Driven Satisfiability Solving
PDFA Semi-Supervised Network Embedding Model for Protein Complexes Detection
PDFLabel Space Driven Heterogeneous Transfer Learning With Web Induced Alignment
PDFExploring Relevance Judgement Inspired by Quantum Weak Measurement
PDFDecision Making Over Combinatorially-Structured Domains
PDFStackReader: An RNN-Free Reading Comprehension Model
PDFIdentifying Emotional Support in Online Health Communities
PDFMulti-Label Community-Based Question Classification via Personalized Sequence Memory Network Learning
PDFA Stratified Feature Ranking Method for Supervised Feature Selection
PDFSemantic Understanding for Contextual In-Video Advertising
PDFSkyline Computation for Low-Latency Image-Activated Cell Identification
PDFVariance Reduced K-Means Clustering
PDFMemory Management With Explicit Time in Resource-Bounded Agents
PDFNuMWVC: A Novel Local Search for Minimum Weighted Vertex Cover Problem
PDFFast Approximate Nearest Neighbor Search via k-Diverse Nearest Neighbor Graph
PDFBalancing Lexicographic Fairness and a Utilitarian Objective With Application to Kidney Exchange
PDFTowards Neural Speaker Modeling in Multi-Party Conversation: The Task, Dataset, and Models
PDFGenerative Adversarial Network for Abstractive Text Summarization
PDFSentiment Lexicon Enhanced Attention-Based LSTM for Sentiment Classification
PDFLearning to Detect Pointing Gestures From Wearable IMUs
PDFLearning Feature Representations for Keyphrase Extraction
PDFDid I Say Something Wrong?: Towards a Safe Collaborative Chatbot
PDFGenerative Adversarial Networks and Probabilistic Graph Models for Hyperspectral Image Classification
PDFLearning Attention Model From Human for Visuomotor Tasks
PDFIndirect Reciprocity and Costly Assessment in Multiagent Systems
PDFNegative-Aware Influence Maximization on Social Networks
PDFDeep Embedding for Determining the Number of Clusters
PDFPredicting Depression Severity by Multi-Modal Feature Engineering and Fusion
PDFDifferent Cycle, Different Assignment: Diversity in Assignment Problems With Multiple Cycles
PDFDynamic Detection of Communities and Their Evolutions in Temporal Social Networks
PDFBayesian Network Structure Learning: The Two-Step Clustering-Based Algorithm
PDFTowards Experienced Anomaly Detector Through Reinforcement Learning
PDFVisual Recognition in Very Low-Quality Settings: Delving Into the Power of Pre-Training
PDFDeep Modeling of Social Relations for Recommendation
PDF
IAAI18 - Deployed
SmartHS: An AI Platform for Improving Government Service Provision
PDFAn Automated Employee Timetabling System for Small Businesses
PDFSketch Worksheets in STEM Classrooms: Two Deployments
PDFSecure and Automated Enterprise Revenue Forecasting
PDFHi, How Can I Help You?: Automating Enterprise IT Support Help Desks
PDFHorizontal Scaling With a Framework for Providing AI Solutions Within a Game Company
PDFSentient Ascend: AI-Based Massively Multivariate Conversion Rate Optimization
PDF
IAAI18 - Emerging
Upping the Game of Taxi Driving in the Age of Uber
PDFDarkEmbed: Exploit Prediction With Neural Language Models
PDFDeath vs. Data Science: Predicting End of Life
PDFOptimal Pricing for Distance-Based Transit Fares
PDFBandit-Based Solar Panel Control
PDFSPOT Poachers in Action: Augmenting Conservation Drones With Automatic Detection in Near Real Time
PDFMulti-Task Deep Learning for Predicting Poverty From Satellite Images
PDFA Water Demand Prediction Model for Central Indiana
PDFCRM Sales Prediction Using Continuous Time-Evolving Classification
PDFIs a Picture Worth a Thousand Words? A Deep Multi-Modal Architecture for Product Classification in E-Commerce
PDFComputer-Assisted Authoring for Natural Language Story Scripts
PDFGesture Annotation With a Visual Search Engine for Multimodal Communication Research
PDFMobile Network Failure Event Detection and Forecasting With Multiple User Activity Data Sets
PDFTipMaster: A Knowledge Base of Authoritative Local News Sources on Social Media
PDFAida: Intelligent Image Analysis to Automatically Detect Poems in Digital Archives of Historic Newspapers
PDFAssessing National Development Plans for Alignment With Sustainable Development Goals via Semantic Search
PDFLearning to Become an Expert: Deep Networks Applied to Super-Resolution Microscopy
PDFDiscovering Program Topoi Through Clustering
PDFDeep Mars: CNN Classification of Mars Imagery for the PDS Imaging Atlas
PDFInvestigating the Role of Ensemble Learning in High-Value Wine Identification
PDFInspireMe: Learning Sequence Models for Stories
PDFVoC-DL: Revisiting Voice Of Customer Using Deep Learning
PDFClassification of Malware by Using Structural Entropy on Convolutional Neural Networks
PDFNovel Exploration Techniques (NETs) for Malaria Policy Interventions
PDFAdapting to Concept Drift in Credit Card Transaction Data Streams Using Contextual Bandits and Decision Trees
PDFMars Target Encyclopedia: Rock and Soil Composition Extracted From the Literature
PDF
EAAI18 - Full Papers
Predictive Modeling of Learning Continuation in Preschool Education Using Temporal Patterns of Development Tests
PDFOn the Importance of a Research Data Archive
PDFGesturing and Embodiment in Teaching: Investigating the Nonverbal Behavior of Teachers in a Virtual Rehearsal Environment
PDFInvestigating Active Learning for Concept Prerequisite Learning
PDFIntroducing Ethical Thinking About Autonomous Vehicles Into an AI Course
PDFAn E-Learning Recommender That Helps Learners Find the Right Materials
PDFDiagnosing University Student Subject Proficiency and Predicting Degree Completion in Vector Space
PDFData Analysis Competition Platform for Educational Purposes: Lessons Learned and Future Challenges
PDFDropout Model Evaluation in MOOCs
PDF
EAAI18 - Poster Papers
A Driving License for Intelligent Systems
PDFIntroducing Machine Learning Concepts by Training a Neural Network to Recognize Hand Gestures
PDFAddressing the Technical, Philosophical, and Ethical Issues of Artificial Intelligence Through Active Learning Class Assignments
PDFMighty Thymio for University-Level Educational Robotics
PDFIntroducing AI to Undergraduate Students via Computer Vision Projects
PDF
EAAI18 - Model AI Assignments
Senior Track
Imagination Machines: A New Challenge for Artificial Intelligence
PDFEngineering Pro-Sociality With Autonomous Agents
PDFLearning Constraints From Examples
PDFAI Meets Chemistry
PDFA Brief History and Recent Achievements in Bidirectional Search
PDFLearning Fast and Slow: Levels of Learning in General Autonomous Intelligent Agents
PDFComputational Social Choice and Computational Complexity: BFFs?
PDFClustering – What Both Theoreticians and Practitioners Are Doing Wrong
PDF
Demonstrations
A Cognitive Assistant for Visualizing and Analyzing Exoplanets
PDFWater Advisor – A Data-Driven, Multi-Modal, Contextual Assistant to Help With Water Usage Decisions
PDFVertical Domain Text Classification: Towards Understanding IT Tickets Using Deep Neural Networks
PDFDemocratization of Deep Learning Using DARVIZ
PDFLookine: Let the Blind Hear a Smile
PDFBaitBuster: A Clickbait Identification Framework
PDFConstructing Domain-Specific Search Engines With No Programming
PDFA Unified Implicit Dialog Framework for Conversational Commerce
PDFAgent Assist: Automating Enterprise IT Support Help Desks
PDFLearning an Image-based Obstacle Detector With Automatic Acquisition of Training Data
PDFDataset Evolver: An Interactive Feature Engineering Notebook
PDFInteractive Machine Learning at Scale With CHISSL
PDFPerception-Action-Learning System for Mobile Social-Service Robots Using Deep Learning
PDFMAgent: A Many-Agent Reinforcement Learning Platform for Artificial Collective Intelligence
PDFPegasusN: A Scalable and Versatile Graph Mining System
PDF
Main Track: Machine Learning Applications
Maximum-Variance Total Variation Denoising for Interpretable Spatial Smoothing
PDFThe Shape of Art History in the Eyes of the Machine
PDFDress Fashionably: Learn Fashion Collocation With Deep Mixed-Category Metric Learning
PDFUnified Locally Linear Classifiers With Diversity-Promoting Anchor Points
PDFDirectional Label Rectification in Adaptive Graph
PDFProbabilistic Ensemble of Collaborative Filters
PDFGroup-Pair Convolutional Neural Networks for Multi-View Based 3D Object Retrieval
PDFModel-Free Iterative Temporal Appliance Discovery for Unsupervised Electricity Disaggregation
PDFSFCN-OPI: Detection and Fine-Grained Classification of Nuclei Using Sibling FCN With Objectness Prior Interaction
PDFContext-Aware Symptom Checking for Disease Diagnosis Using Hierarchical Reinforcement Learning
PDFDependence Guided Unsupervised Feature Selection
PDFVideo-Based Sign Language Recognition Without Temporal Segmentation
PDFTap and Shoot Segmentation
PDFThe Geometric Block Model
PDFParameter-Free Centralized Multi-Task Learning for Characterizing Developmental Sex Differences in Resting State Functional Connectivity
PDFDiscriminative Semi-Coupled Projective Dictionary Learning for Low-Resolution Person Re-Identification
PDFLearning Generative Neural Networks for 3D Colorization
PDFSequence-to-Point Learning With Neural Networks for Non-Intrusive Load Monitoring
PDFLearning User Preferences to Incentivize Exploration in the Sharing Economy
PDFDeepRebirth: Accelerating Deep Neural Network Execution on Mobile Devices
PDFDifferential Performance Debugging With Discriminant Regression Trees
PDFWhen Will You Arrive? Estimating Travel Time Based on Deep Neural Networks
PDFNonlocal Patch Based t-SVD for Image Inpainting: Algorithm and Error Analysis
PDFModeling Attention and Memory for Auditory Selection in a Cocktail Party Environment
PDFModeling Temporal Tonal Relations in Polyphonic Music Through Deep Networks With a Novel Image-Based Representation
PDFHierarchical Video Generation From Orthogonal Information: Optical Flow and Texture
PDFModeling Scientific Influence for Research Trending Topic Prediction
PDFTask-Aware Compressed Sensing With Generative Adversarial Networks
PDFCollaborative Filtering With User-Item Co-Autoregressive Models
PDFDistance-Aware DAG Embedding for Proximity Search on Heterogeneous Graphs
PDFAdversarial Zero-shot Learning With Semantic Augmentation
PDFFeature Enhancement Network: A Refined Scene Text Detector
PDFA Combinatorial-Bandit Algorithm for the Online Joint Bid/Budget Optimization of Pay-per-Click Advertising Campaigns
PDFAJILE Movement Prediction: Multimodal Deep Learning for Natural Human Neural Recordings and Video
PDFSemi-Supervised Biomedical Translation With Cycle Wasserstein Regression GANs
PDFDeepHeart: Semi-Supervised Sequence Learning for Cardiovascular Risk Prediction
PDFLink Prediction With Personalized Social Influence
PDFUnsupervised Representation Learning With Long-Term Dynamics for Skeleton Based Action Recognition
PDFOn Trivial Solution and High Correlation Problems in Deep Supervised Hashing
PDFr-BTN: Cross-Domain Face Composite and Synthesis From Limited Facial Patches
PDFCOSINE: Community-Preserving Social Network Embedding From Information Diffusion Cascades
PDFVideo-Based Person Re-Identification via Self Paced Weighting
PDFPredicting Vehicular Travel Times by Modeling Heterogeneous Influences Between Arterial Roads
PDFAn Adversarial Hierarchical Hidden Markov Model for Human Pose Modeling and Generation
PDFEnergy-Efficient Automatic Train Driving by Learning Driving Patterns
PDFDiscriminant Projection Representation-Based Classification for Vision Recognition
PDFLearning Datum-Wise Sampling Frequency for Energy-Efficient Human Activity Recognition
PDFMulti-Step Time Series Generator for Molecular Dynamics
PDFExercise-Enhanced Sequential Modeling for Student Performance Prediction
PDFAdversarial Network Embedding
PDFWalkRanker: A Unified Pairwise Ranking Model With Multiple Relations for Item Recommendation
PDFMulti-Level Variational Autoencoder: Learning Disentangled Representations From Grouped Observations
PDFFully Convolutional Network Based Skeletonization for Handwritten Chinese Characters
PDFCompressed Sensing MRI Using a Recursive Dilated Network
PDFMesh-Based Autoencoders for Localized Deformation Component Analysis
PDFA Neural Attention Model for Urban Air Quality Inference: Learning the Weights of Monitoring Stations
PDFGraphGAN: Graph Representation Learning With Generative Adversarial Nets
PDFCollaborative Filtering With Social Exposure: A Modular Approach to Social Recommendation
PDFDeep Multi-View Spatial-Temporal Network for Taxi Demand Prediction
PDFSequence-to-Sequence Learning via Shared Latent Representation
PDFData Poisoning Attacks on Multi-Task Relationship Learning
PDFDeep-Treat: Learning Optimal Personalized Treatments From Observational Data Using Neural Networks
PDFCompatibility Family Learning for Item Recommendation and Generation
PDFHybrid Attentive Answer Selection in CQA With Deep Users Modelling
PDFGenerating Music Medleys via Playing Music Puzzle Games
PDFDeepHit: A Deep Learning Approach to Survival Analysis With Competing Risks
PDFSearch Action Sequence Modeling With Long Short-Term Memory for Search Task Success Evaluation
PDFMultimodal Poisson Gamma Belief Network
PDFLatent Sparse Modeling of Longitudinal Multi-Dimensional Data
PDFMeasuring the Popularity of Job Skills in Recruitment Market: A Multi-Criteria Approach
PDFMulti-Modal Multi-Task Learning for Automatic Dietary Assessment
PDFHARP: Hierarchical Representation Learning for Networks
PDFAttention-Based Transactional Context Embedding for Next-Item Recommendation
PDFCSWA: Aggregation-Free Spatial-Temporal Community Sensing
PDFNeural Ideal Point Estimation Network
PDF
Main Track: NLP and Knowledge Representation
Linguistic Properties Matter for Implicit Discourse Relation Recognition: Combining Semantic Interaction, Topic Continuity and Attribution
PDFEffective Broad-Coverage Deep Parsing
PDFSPINE: SParse Interpretable Neural Embeddings
PDFFEEL: Featured Event Embedding Learning
PDFTranslating Pro-Drop Languages With Reconstruction Models
PDFRecognizing and Justifying Text Entailment Through Distributional Navigation on Definition Graphs
PDFSequential Copying Networks
PDFLearning Sentiment-Specific Word Embedding via Global Sentiment Representation
PDFImproving Sequence-to-Sequence Constituency Parsing
PDFKnowledge Graph Embedding With Iterative Guidance From Soft Rules
PDFEvent Detection via Gated Multilingual Attention Mechanism
PDF280 Birds With One Stone: Inducing Multilingual Taxonomies From Wikipedia Using Character-Level Classification
PDFNever Retreat, Never Retract: Argumentation Analysis for Political Speeches
PDFAMR Parsing With Cache Transition Systems
PDFAugmenting End-to-End Dialogue Systems With Commonsense Knowledge
PDFDoes William Shakespeare REALLY Write Hamlet? Knowledge Representation Learning With Confidence
PDFTable-to-Text Generation by Structure-Aware Seq2seq Learning
PDFAn Unsupervised Model With Attention Autoencoders for Question Retrieval
PDFNeural Knowledge Acquisition via Mutual Attention Between Knowledge Graph and Text
PDFDeep Semantic Role Labeling With Self-Attention
PDFMulti-Channel Encoder for Neural Machine Translation
PDFEarly Syntactic Bootstrapping in an Incremental Memory-Limited Word Learner
PDFActionable Email Intent Modeling With Reparametrized RNNs
PDFEvent Representations With Tensor-Based Compositions
PDFA Semantic QA-Based Approach for Text Summarization Evaluation
PDFSyntax-Directed Attention for Neural Machine Translation
PDFFaithful to the Original: Fact Aware Neural Abstractive Summarization
PDF
Main Track: NLP and Machine Learning
Search Engine Guided Neural Machine Translation
PDFCoLink: An Unsupervised Framework for User Identity Linkage
PDFSpectral Word Embedding with Negative Sampling
PDFNeural Machine Translation with Gumbel-Greedy Decoding
PDFLeveraging Lexical Substitutes for Unsupervised Word Sense Induction
PDFLearning Better Name Translation for Cross-Lingual Wikification
PDFMulti-Task Learning For Parsing The Alexa Meaning Representation Language
PDFLearning Latent Opinions for Aspect-level Sentiment Classification
PDFMemory Fusion Network for Multi-view Sequential Learning
PDFSciTaiL: A Textual Entailment Dataset from Science Question Answering
PDFBayesian Verb Sense Clustering
PDFMulti-attention Recurrent Network for Human Communication Comprehension
PDFLattice Recurrent Unit: Improving Convergence and Statistical Efficiency for Sequence Modeling
PDFLearning Interpretable Spatial Operations in a Rich 3D Blocks World
PDFKnowledge-based Word Sense Disambiguation using Topic Models
PDFCustomized Nonlinear Bandits for Online Response Selection in Neural Conversation Models
PDFcw2vec: Learning Chinese Word Embeddings with Stroke n-gram Information
PDFUnity in Diversity: Learning Distributed Heterogeneous Sentence Representation for Extractive Summarization
PDFControlling Global Statistics in Recurrent Neural Network Text Generation
PDFFew Shot Transfer Learning BetweenWord Relatedness and Similarity Tasks Using A Gated Recurrent Siamese Network
PDFStarSpace: Embed All The Things!
PDFSentence Ordering and Coherence Modeling using Recurrent Neural Networks
PDFJointly Parse and Fragment Ungrammatical Sentences
PDFDual Transfer Learning for Neural Machine Translation with Marginal Distribution Regularization
PDFSlim Embedding Layers for Recurrent Neural Language Models
PDFHow Images Inspire Poems: Generating Classical Chinese Poetry from Images with Memory Networks
PDFNeural Character-level Dependency Parsing for Chinese
PDFPersuasive Influence Detection: The Role of Argument Sequencing
PDFQuestion-Answering with Grammatically-Interpretable Representations
PDFAttention-based Belief or Disbelief Feature Extraction for Dependency Parsing
PDFEmpower Sequence Labeling with Task-Aware Neural Language Model
PDFMeta Multi-Task Learning for Sequence Modeling
PDFDeepType: Multilingual Entity Linking by Neural Type System Evolution
PDFProposition Entailment in Educational Applications using Deep Neural Networks
PDFUsing k-Way Co-Occurrences for Learning Word Embeddings
PDFRNN-Based Sequence-Preserved Attention for Dependency Parsing
PDFSource-Target Inference Models for Spatial Instruction Understanding
PDFCross Temporal Recurrent Networks for Ranking Question Answer Pairs
PDFPlacing Objects in Gesture Space: Toward Incremental Interpretation of Multimodal Spatial Descriptions
PDFLearning to Compose Task-Specific Tree Structures
PDFZero-Resource Neural Machine Translation with Multi-Agent Communication Game
PDFA Knowledge-Grounded Neural Conversation Model
PDFLearning to Predict Readability Using Eye-Movement Data From Natives and Learners
PDFEnd-to-End Quantum-like Language Models with Application to Question Answering
PDFMathDQN: Solving Arithmetic Word Problems via Deep Reinforcement Learning
PDFCoChat: Enabling Bot and Human Collaboration for Task Completion
PDFChinese LIWC Lexicon Expansion via Hierarchical Classification of Word Embeddings with Sememe Attention
PDFFact Checking in Community Forums
PDFAsynchronous Bidirectional Decoding for Neural Machine Translation
PDFVariational Recurrent Neural Machine Translation
PDFGeometric Relationship between Word and Context Representations
PDFLearning to Extract Coherent Summary via Deep Reinforcement Learning
PDFIMS-DTM: Incremental Multi-Scale Dynamic Topic Models
PDFA Multi-View Fusion Neural Network for Answer Selection
PDFIncorporating Discriminator in Sentence Generation: a Gibbs Sampling Method
PDFDeconvolutional Latent-Variable Model for Text Sequence Matching
PDFGeneralizing and Improving Bilingual Word Embedding Mappings with a Multi-Step Framework of Linear Transformations
PDFConversational Model Adaptation via KL Divergence Regularization
PDFElastic Responding Machine for Dialog Generation with Dynamically Mechanism Selecting
PDFEliciting Positive Emotion through Affect-Sensitive Dialogue Response Generation: A Neural Network Approach
PDFA Deep Generative Framework for Paraphrase Generation
PDFLong Text Generation via Adversarial Training with Leaked Information
PDFCanonical Correlation Inference for Mapping Abstract Scenes to Text
PDFNeural Networks Incorporating Dictionaries for Chinese Word Segmentation
PDFImproving Variational Encoder-Decoders in Dialogue Generation
PDFAdaptive Co-attention Network for Named Entity Recognition in Tweets
PDFTwo Knowledge-based Methods for High-Performance Sense Distribution Learning
PDFAutomatic Generation of Text Descriptive Comments for Code Blocks
PDFNeural Cross-Lingual Entity Linking
PDFHierarchical Recurrent Attention Network for Response Generation
PDFGuiding Exploratory Behaviors for Multi-Modal Grounding of Linguistic Descriptions
PDFImproving Language Modelling with Noise Contrastive Estimation
PDFA Neural Transition-Based Approach for Semantic Dependency Graph Parsing
PDFTree-Structured Neural Machine for Linguistics-Aware Sentence Generation
PDFMedical Exam Question Answering with Large-scale Reading Comprehension
PDFAn Interpretable Generative Adversarial Approach to Classification of Latent Entity Relations in Unstructured Sentences
PDFWord Attention for Sequence to Sequence Text Understanding
PDFLearning Multi-Modal Word Representation Grounded in Visual Context
PDFExploring the Terrain of Metaphor Novelty: A Regression-Based Approach for Automatically Scoring Metaphors
PDFDiSAN: Directional Self-Attention Network for RNN/CNN-Free Language Understanding
PDFSemantic Structure-Based Word Embedding by Incorporating Concept Convergence and Word Divergence
PDFNeural Response Generation With Dynamic Vocabularies
PDFTable-to-Text: Describing Table Region With Natural Language
PDFEfficient Large-Scale Multi-Modal Classification
PDFBBQ-Networks: Efficient Exploration in Deep Reinforcement Learning for Task-Oriented Dialogue Systems
PDFOrder-Planning Neural Text Generation From Structured Data
PDFImproved Text Matching by Enhancing Mutual Information
PDFKnowledge Enhanced Hybrid Neural Network for Text Matching
PDFLarge Scaled Relation Extraction With Reinforcement Learning
PDFGenerating Sentences Using a Dynamic Canvas
PDFContext Aware Conversational Understanding for Intelligent Agents With a Screen
PDFAddressee and Response Selection in Multi-Party Conversations With Speaker Interaction RNNs
PDFPersonalizing a Dialogue System With Transfer Reinforcement Learning
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Main Track: NLP and Text Mining
R3: Reinforced Ranker-Reader for Open-Domain Question Answering
PDFImproving Review Representations With User Attention and Product Attention for Sentiment Classification
PDFHierarchical Attention Transfer Network for Cross-Domain Sentiment Classification
PDFContent and Context: Two-Pronged Bootstrapped Learning for Regex-Formatted Entity Extraction
PDFVariational Reasoning for Question Answering With Knowledge Graph
PDFMulti-Entity Aspect-Based Sentiment Analysis With Context, Entity and Aspect Memory
PDFTwitter Summarization Based on Social Network and Sparse Reconstruction
PDFWeakly Supervised Induction of Affective Events by Optimizing Semantic Consistency
PDFMulti-Task Medical Concept Normalization Using Multi-View Convolutional Neural Network
PDFTowards a Neural Conversation Model With Diversity Net Using Determinantal Point Processes
PDFReinforcement Learning for Relation Classification From Noisy Data
PDFSemi-Distantly Supervised Neural Model for Generating Compact Answers to Open-Domain Why Questions
PDFA Question-Focused Multi-Factor Attention Network for Question Answering
PDFTask-Specific Representation Learning for Web-Scale Entity Disambiguation
PDFDual Attention Network for Product Compatibility and Function Satisfiability Analysis
PDFCognition-Cognizant Sentiment Analysis With Multitask Subjectivity Summarization Based on Annotators’ Gaze Behavior
PDFA Multilayer Convolutional Encoder-Decoder Neural Network for Grammatical Error Correction
PDFCross-Lingual Propagation for Deep Sentiment Analysis
PDFOTyper: A Neural Architecture for Open Named Entity Typing
PDFDiagnosing and Improving Topic Models by Analyzing Posterior Variability
PDFJointly Extracting Event Triggers and Arguments by Dependency-Bridge RNN and Tensor-Based Argument Interaction
PDFS-Net: From Answer Extraction to Answer Synthesis for Machine Reading Comprehension
PDFDuplicate Question Identification by Integrating FrameNet With Neural Networks
PDFGenerative Adversarial Network Based Heterogeneous Bibliographic Network Representation for Personalized Citation Recommendation
PDFImproving Neural Fine-Grained Entity Typing With Knowledge Attention
PDFGraph Convolutional Networks With Argument-Aware Pooling for Event Detection
PDFHierarchical Attention Flow for Multiple-Choice Reading Comprehension
PDFInference on Syntactic and Semantic Structures for Machine Comprehension
PDFSEE: Syntax-Aware Entity Embedding for Neural Relation Extraction
PDFMention and Entity Description Co-Attention for Entity Disambiguation
PDFTraining and Evaluating Improved Dependency-Based Word Embeddings
PDFSkipFlow: Incorporating Neural Coherence Features for End-to-End Automatic Text Scoring
PDFArgument Mining for Improving the Automated Scoring of Persuasive Essays
PDFLearning Structured Representation for Text Classification via Reinforcement Learning
PDFTargeted Aspect-Based Sentiment Analysis via Embedding Commonsense Knowledge into an Attentive LSTM
PDFLearning to Attend via Word-Aspect Associative Fusion for Aspect-Based Sentiment Analysis
PDFByte-Level Machine Reading Across Morphologically Varied Languages
PDFDynamic User Profiling for Streams of Short Texts
PDFAssertion-Based QA With Question-Aware Open Information Extraction
PDFScale Up Event Extraction Learning via Automatic Training Data Generation
PDFLearning Multimodal Word Representation via Dynamic Fusion Methods
PDFInvestigating Inner Properties of Multimodal Representation and Semantic Compositionality With Brain-Based Componential Semantics
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Main Track: Planning and Scheduling
Semi-Black Box: Rapid Development of Planning Based Solutions
PDFSynthesis of Orchestrations of Transducers for Manufacturing
PDFPlanning With Pixels in (Almost) Real Time
PDFPlanning and Learning for Decentralized MDPs With Event Driven Rewards
PDFPlan Recognition in Continuous Domains
PDFExpressive Real-Time Intersection Scheduling
PDFRisk-Aware Proactive Scheduling via Conditional Value-at-Risk
PDFSublinear Search Spaces for Shortest Path Planning in Grid and Road Networks
PDFA Recursive Algorithm to Generate Balanced Weekend Tournaments
PDFClassical Planning in Deep Latent Space: Bridging the Subsymbolic-Symbolic Boundary
PDFSensor-Based Activity Recognition via Learning From Distributions
PDFFinite Sample Analyses for TD(0) With Function Approximation
PDFScheduling in Visual Fog Computing: NP-Completeness and Practical Efficient Solutions
PDFGeneralized Value Iteration Networks:Life Beyond Lattices
PDFLinear and Integer Programming-Based Heuristics for Cost-Optimal Numeric Planning
PDFtotSAT – Totally-Ordered Hierarchical Planning Through SAT
PDFLoad Scheduling of Simple Temporal Networks Under Dynamic Resource Pricing
PDFKnowledge-Based Policies for Qualitative Decentralized POMDPs
PDFResource-Constrained Scheduling for Maritime Traffic Management
PDFMultiagent Simple Temporal Problem: The Arc-Consistency Approach
PDFOn the Relationship Between State-Dependent Action Costs and Conditional Effects in Planning
PDFAction Schema Networks: Generalised Policies With Deep Learning
PDFStackelberg Planning: Towards Effective Leader-Follower State Space Search
PDFMeta-Search Through the Space of Representations and Heuristics on a Problem by Problem Basis
PDFFat- and Heavy-Tailed Behavior in Satisficing Planning
PDFLearning Conditional Generative Models for Temporal Point Processes
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Main Track: Search and Constraint Satisfaction
Premise Set Caching for Enumerating Minimal Correction Subsets
PDFSweep-Based Propagation for String Constraint Solving
PDFExact MAP-Inference by Confining Combinatorial Search With LP Relaxation
PDFMaxSAT Resolution With the Dual Rail Encoding
PDFA SAT+CAS Method for Enumerating Williamson Matrices of Even Order
PDFOn Cryptographic Attacks Using Backdoors for SAT
PDFVerifying Properties of Binarized Deep Neural Networks
PDFCommunity-Based Trip Sharing for Urban Commuting
PDFTowards Generalization in QBF Solving via Machine Learning
PDFSchur Number Five
PDFParallel Algorithms for Operations on Multi-Valued Decision Diagrams
PDFLearning Robust Search Strategies Using a Bandit-Based Approach
PDFEnhancing Constraint-Based Multi-Objective Combinatorial Optimization
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Computational Sustainability and Artificial Intelligence
Computation Error Analysis of Block Floating Point Arithmetic Oriented Convolution Neural Network Accelerator Design
PDFOptimal Spot-Checking for Improving Evaluation Accuracy of Peer Grading Systems
PDFMulti-Entity Dependence Learning With Rich Context via Conditional Variational Auto-Encoder
PDFDeepUrbanMomentum: An Online Deep-Learning System for Short-Term Urban Mobility Prediction
PDFDyETC: Dynamic Electronic Toll Collection for Traffic Congestion Alleviation
PDFCellular Network Traffic Scheduling With Deep Reinforcement Learning
PDFScalable Relaxations of Sparse Packing Constraints: Optimal Biocontrol in Predator-Prey Networks
PDFVariational BOLT: Approximate Learning in Factorial Hidden Markov Models With Application to Energy Disaggregation
PDFPreventing Infectious Disease in Dynamic Populations Under Uncertainty
PDFTransferring Decomposed Tensors for Scalable Energy Breakdown Across Regions
PDFGroup Sparse Bayesian Learning for Active Surveillance on Epidemic Dynamics
PDFPredicting Links in Plant-Pollinator Interaction Networks Using Latent Factor Models With Implicit Feedback
PDFDispatch Guided Allocation Optimization for Effective Emergency Response
PDFEfficiently Approximating the Pareto Frontier: Hydropower Dam Placement in the Amazon Basin
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Doctoral Consortium
Building More Explainable Artificial Intelligence With Argumentation
PDFComplexity of Optimally Defending and Attacking a Network
PDFSpatio-Temporal Model for Wildlife Poaching Prediction Evaluated Through a Controlled Field Test in Uganda
PDFProbabilistic Planning With Influence Diagrams
PDFAdaptive and Dynamic Team Formation for Strategic and Tactical Planning
PDFIdentifying Private Content for Online Image Sharing
PDFSequential Decision Making in Artificial Musical Intelligence
PDFEfficiency and Safety in Autonomous Vehicles Through Planning With Uncertainty
PDFConstraint Satisfaction Techniques for Combinatorial Problems
PDFEnhancing Machine Learning Classification for Electrical Time Series Applications
PDFGame-Theoretic Threat Screening and Deceptive Techniques for Cyber Defense
PDFReasonableness Monitors
PDFAbstraction Sampling in Graphical Models
PDFHierarchical Methods for a Unified Approach to Discourse, Domain, and Style in Neural Conversational Models
PDFCross-Lingual Learning With Distributed Representations
PDFReading With Robots: Towards a Human-Robot Book Discussion System for Elderly Adults
PDFGuaranteed Plans for Multi-Robot Systems via Optimization Modulo Theories
PDFDecomposition-Based Solving Approaches for Stochastic Constraint Optimisation
PDFFgER: Fine-Grained Entity Recognition
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