No. 18: AAAI-21 Student Papers and Demonstrations
The Twenty-Sixth AAAI/SIGAI Doctoral Consortium
Towards Fair, Equitable, and Efficient Peer Review
PDFMulti-agent Reinforcement Learning for Decentralized Coalition Formation Games
PDFDistributed Situation Awareness for Multi-agent Mission in Dynamic Environments: A Case Study of Multi-UAVs Wildfires Searching
PDFHow Human Centered AI Will Contribute Towards Intelligent Gaming Systems
PDFA Computational Approach to Sign Language Understanding
PDFEffective Clustering of scRNA-seq Data to Identify Biomarkers without User Input
PDFCreating Interpretable Data-Driven Approaches for Remote Health Monitoring
PDFVerification and Repair of Neural Networks
PDFPerception Beyond Sensors Under Uncertainty
PDFArtificial Intelligence and Machine Learning for Autonomous Agents that Learn to Plan and Operate in Unpredictable Dynamic Environments
PDFOn Learning Deep Models with Imbalanced Data Distribution
PDFScreening for Depressed Individuals by Using Multimodal Social Media Data
PDFRelational Learning to Capture the Dynamics and Sparsity of Knowledge Graphs
PDFConstraint-Driven Learning of Logic Programs
PDFTransfer Learning of Engagement Recognition within Robot-Assisted Therapy for Children with Autism
PDFRobots that Help Humans Build Better Mental Models of Robots
PDFAI for Social Good: Between My Research and the Real World
PDFSafety Assurance for Systems with Machine Learning Components
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AAAI Student Abstract and Poster Program
Enhancing Context-Based Meta-Reinforcement Learning Algorithms via An Efficient Task Encoder (Student Abstract)
PDFImproving the Morphology and Control Policy of Self-reconfiguring Modular Robots in Dynamic Environment (Student Abstract)
PDFZera-Shot Sentiment Analysis for Code-Mixed Data
PDFContextual Bandits with Delayed Feedback and Semi-supervised Learning (Student Abstract)
PDFModeling High-order Interactions across Multi-interests for Micro-video Reommendation (Student Abstract)
PDFIncorporating Bidirection-Interactive Information and Semantic Features for Relational Facts Extraction (Student Abstract)
PDFLAMS: A Location-aware Approach for Multimodal Summarization (Student Abstract)
PDFKnowledge-aware Dialogue Generation with Hybrid Attention (Student Abstract)
PDFState-Wise Adaptive Discounting from Experience (SADE): A Novel Discounting Scheme for Reinforcement Learning (Student Abstract)
PDFTowards Extracting Graph Neural Network Models via Prediction Queries (Student Abstract)
PDFLB-DESPOT: Efficient Online POMDP Planning Considering Lower Bound in Action Selection (Student Abstract)
PDFLocal Search for Diversified Top-k s-plex Search Problem (Student Abstract)
PDFA Double Phases Generation Network for Yes or No Question Generation (Student Abstract)
PDFMMIM: An Interpretable Regularization Method for Neural Networks (Student Abstract)
PDFChange or Not: A Simple Approach for Plug and Play Language Models on Sentiment Control
PDFSecDD: Efficient and Secure Method for Remotely Training Neural Networks (Student Abstract)
PDFScalable Partial Explainability in Neural Networks via Flexible Activation Functions (Student Abstract)
PDFSampling Partial Acyclic Orientations in Chordal Graphs by the Lovasz Local Lemma (Student Abstract)
PDFSemi-Supervised Learning via Triplet Network Based Active Learning (Student Abstract)
PDFWildfireNet: Predicting Wildfire Profiles (Student Abstract)
PDFFACS: Fast Code-based Algorithm for Coalition Structure Generation (Student Abstract)
PDFMining Intelligent Patterns using SVAC for Precision Agriculture and Optimizing Irrigation (Student Abstract)
PDFA New Robust Subspace Recovery Algorithm (Student Abstract)
PDFChinese Character Image Clustering and Classification Based on Object Embedding Model (Student Abstract)
PDFIs Each Layer Non-trivial in CNN? (Student Abstract)
PDFMulti-label Few-shot Learning with Semantic Inference (Student Abstract)
PDFExtending Policy Shaping to Continuous State Spaces (Student Abstract)
PDFMeasuring Vegetation Density in Marsh Grass Photographs Using Deep Neural Networks (Student Abstract)
PDFRemember More by Recalling Less: Investigating the Role of Batch Size in Continual Learning with Experience Replay (Student Abstract)
PDFDeep Reinforcement Learning for a Dictionary Based Compression Schema (Student Abstract)
PDFA Method for Taxonomy-Aware Embeddings Evaluation (Student Abstract)
PDFSolving JumpIN’ Using Zero-Dependency Reinforcement Learning (Student Abstract)
PDFPreventing Overfitting via Sample Reweighting for Recommender System Incremental Update (Student Abstract)
PDFAn Entity-Aware Adversarial Domain Adaptation Network for Cross-Domain Named Entity Recognition (Student Abstract)
PDFTask Uncertainty Loss Reduce Negative Transfer in Asymmetric Multi-task Feature Learning (Student Abstract)
PDFSuccessive Halving Top-k Operator
PDFContext-Enhanced Entity and Relation Embedding for Knowledge Graph Completion (Student Abstract)
PDFAuthNet: A Deep Learning Based Authentication Mechanism Using Temporal Facial Feature Movements (Student Abstract)
PDFSSA2D: Single Shot Actor-Action Detection in Videos (Student Abstract)
PDFAutomatic Optimal Multi-Agent Path Finding Algorithm Selector (Student Abstract)
PDFGenerating Long Financial Report using Conditional Variational Autoencoders with Knowledge Distillation
PDFAre Chess Discussions Racist? An Adversarial Hate Speech Data Set (Student Abstract)
PDFData Domain Change and Feature Selection to Predict Cardiac Pathology with a 2D Clinical Dataset and Convolutional Neural Networks (Student Abstract)
PDFSkills2Job: A Recommender System that Encodes Job Offer Embeddings on Graph Databases (Student Abstract)
PDFAttention Beam: An Image Captioning Approach (Student Abstract)
PDFQuantum Binary Classification (Student Abstract)
PDFNeuro-Symbolic Techniques for Description Logic Reasoning (Student Abstract)
PDFMental Actions and Explainability in Kripkean Semantics: What Else do I Know? (Student Abstract)
PDFLearning to Enhance Visual Quality via Hyperspectral Domain Mapping (Student Abstract)
PDFRobustness to Missing Features using Hierarchical Clustering with Split Neural Networks (Student Abstract)
PDFIs Active Learning Always Beneficial? (Student Abstract)
PDFDomain Generalisation with Domain Augmented Supervised Contrastive Learning (Student Abstract)
PDFA Nested Named Entity Recognition Model Based on Multi-agent Communication Mechanism (Student Abstract)
PDFMelodic Phrase Attention Network for Symbolic Data-based Music Genre Classification (Student Abstract)
PDFTowards Sample Efficient Agents through Algorithmic Alignment (Student Abstract)
PDFInformation Block Detection in Infographic Based on Spatial Proximity and Structural Similarity (Student Abstract)
PDFA Quantum-inspired Complex-valued Representation for Encoding Sentiment Information (Student Abstract)
PDFAn Attention Based Multi-view Model for Sarcasm Cause Detection (Student Abstract)
PDFSemi-Discrete Social Recommendation (Student Abstract)
PDFGenerating Adversarial yet Inconspicuous Patches with a Single Image (Student Abstract)
PDFA Context Aware Approach for Generating Natural Language Attacks
PDFRL Generalization in a Theory of Mind Game Through a Sleep Metaphor (Student Abstract)
PDFImproving the Performance-Compatibility Tradeoff with Personalized Objective Functions (Student Abstract)
PDFDetection of Digital Manipulation in Facial Images (Student Abstract)
PDFSource Separation and Depthwise Separable Convolutions for Computer Audition (Student Abstract)
PDFToward Determining NFA Equivalence via QBFs (Student Abstract)
PDFTwo-Sided Fairness in Non-Personalised Recommendations (Student Abstract)
PDFShallow-UWnet: Compressed Model for Underwater Image Enhancement (Student Abstract)
PDFImproving Label Noise Robustness with Data Augmentation and Semi-Supervised Learning (Student Abstract)
PDFIncorporating Curiosity into Personalized Ranking for Collaborative Filtering (Student Abstract)
PDFDemonstrating the Equivalence of List Based and Aggregate Metrics to Measure the Diversity of Recommendations (Student Abstract)
PDFImproving Aerial Instance Segmentation in the Dark with Self-Supervised Low Light Enhancement (Student Abstract)
PDFDetecting Lexical Semantic Change across Corpora with Smooth Manifolds (Student Abstract)
PDFEvaluating Meta-Reinforcement Learning through a HVAC Control Benchmark (Student Abstract)
PDFRGB-D Scene Recognition based on Object-Scene Relation (Student Abstract)
PDFGlobal Fusion Attention for Vision and Language Understanding (Student Abstract)
PDFText Embedding Bank for Detailed Image Paragraph Captioning
PDFReinforcement Based Learning on Classification Task Yields Better Generalization and Adversarial Accuracy (Student Abstract)
PDFPedestrian’s Intention Recognition, Fusion of Handcrafted Features in a Deep Learning Approach
PDFEC-GAN: Low-Sample Classification using Semi-Supervised Algorithms and GANs (Student Abstract)
PDFComparing Symbolic Models of Language via Bayesian Inference (Student Abstract)
PDFDethroning Aristocracy in Graphs via Adversarial Perturbations (Student Abstract)
PDFHetSAGE: Heterogenous Graph Neural Network for Relational Learning (Student Abstract)
PDFRotation-Invariant Gait Identification with Quaternion Convolutional Neural Networks (Student Abstract)
PDFGradient-Based Localization and Spatial Attention for Confidence Measure in Fine-Grained Recognition using Deep Neural Networks
PDFCompilation Complexity of Multi-Winner Voting Rules (Student Abstract)
PDFA Deep Learning Framework for Improving Lameness Identification in Dairy Cattle
PDFAn Unfair Affinity Toward Fairness: Characterizing 70 Years of Social Biases in BHollywood (Student Abstract)
PDFLeveraging on Deep Reinforcement Learning for Autonomous Safe Decision-Making in Highway On-ramp Merging (Student Abstract)
PDFRole of Optimizer on Network Fine-tuning for Adversarial Robustness (Student Abstract)
PDFA Serverless Approach to Federated Learning Infrastructure Oriented for IoT/Edge Data Sources (Student Abstract)
PDFReward based Hebbian Learning in Direct Feedback Alignment (Student Abstract)
PDFClustering Partial Lexicographic Preference Trees (Student Abstract)
PDFLogic Guided Genetic Algorithms (Student Abstract)
PDFResponsible Prediction Making of COVID-19 Mortality (Student Abstract)
PDFEncoding Temporal and Spatial Vessel Context using Self-Supervised Learning Model (Student Abstract)
PDFUnsupervised Causal Knowledge Extraction from Text using Natural Language Inference (Student Abstract)
PDFEarly Prediction of Children’s Task Completion in a Tablet Tutor using Visual Features (Student Abstract)
PDFFair Stable Matchings Under Correlated Preferences (Student Abstract)
PDFBOSS: A Bi-directional Search Technique for Optimal Coalition Structure Generation with Minimal Overlapping (Student Abstract)
PDFNEAP-F: Network Epoch Accuracy Prediction Framework (Student Abstract)
PDFRobotic Manipulation with Reinforcement Learning, State Representation Learning, and Imitation Learning (Student Abstract)
PDFMulti-modal User Intent Classification Under the Scenario of Smart Factory (Student Abstract)
PDFPassive learning of Timed Automata from logs (Student Abstract)
PDFReducing Neural Network Parameter Initialization Into an SMT Problem (Student Abstract)
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AAAI Undergraduate Consortium
Investigating Methods of Balancing Inequality and Efficiency in Ride Pooling
PDFMOTIF-Driven Contrastive Learning of Graph Representations
PDFBison Hacks the Yard: Assisting Underrepresented Students Overcome Impostor Syndrome with Augmented Reality and Artificial Intelligence
PDFEvolving Spiking Circuit Motifs Using Weight Agnostic Neural Networks
PDFText Analysis for Understanding Symptoms of Social Anxiety in Student Veterans
PDFAnalyzing Games with a Variable Number of Players
PDFUsing Remote Sensing Imagery and Machine Learning to Predict Poaching in Wildlife Conservation Parks
PDFThe Price of Anarchy in ROSCAS with Risk Averse Agents
PDFProbabilistic Robustness Quantification of Neural Networks
PDFAffect-Aware Machine Learning Models for Deception Detection
PDFExploration of Unknown Environments Using Deep Reinforcement Learning
PDFEfficient Robust Music Genre Classification with Depthwise Separable Convolutions and Source Separation
PDFUse of Computer Vision to Develop a Device to Assist Visually Impaired People with Social Distance.
PDFPredictive Agent-Based Modeling of Natural Disasters Using Machine Learning
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AAAI Demonstration Track
Software for Agent-based Network Simulation and Visualization
PDFITRIX – an AI Enabled Solution for Orchestration of Recovery Instructions
PDFThe Active Sensing Testbed
PDFEasyASR: A Distributed Machine Learning Platform for End-to-end Automatic Speech Recognition
PDFCogNet: Bridging Linguistic Knowledge, World Knowledge and Commonsense Knowledge
PDFIFDDS: An Anti-fraud Outbound Robot
PDFTAILOR: Teaching with Active and Incremental Learning for Object Registration
PDFMMKE: A Multi-Model Knowledge Extraction System from Unstructured Texts
PDFFashion Focus: Multi-modal Retrieval System for Video Commodity Localization in E-commerce
PDFDialog Router: Automated Dialog Transition via Multi-Task Learning
PDFEasyRL: A Simple and Extensible Reinforcement Learning Framework
PDFAI-Empowered Decision Support for COVID-19 Social Distancing
PDFMobile-based Clock Drawing Test for Detecting Early Signs of Dementia
PDFRADAR-X: An Interactive Interface Pairing Contrastive Explanations with Revised Plan Suggestions
PDFBusiness Entity Matching with Siamese Graph Convolutional Networks
PDFDemocratizing Constraint Satisfaction Problems through Machine Learning
PDFTODS: An Automated Time Series Outlier Detection System
PDFProof of Learning (PoLe): Empowering Machine Learning with Consensus Building on Blockchains (Demo)
PDFInteractive Video Object Mask Annotation
PDFCamouFinder: Finding Camouflaged Instances in Images
PDFA Novel Mountain Driving Unity Simulated Environment for Autonomous Vehicles
PDFDeepRobust: a Platform for Adversarial Attacks and Defenses
PDFThe Adapter-Bot: All-In-One Controllable Conversational Model
PDFACAT-G: An Interactive Learning Framework for Assisted Response Generation
PDFRadarMath: An Intelligent Tutoring System for Math Education
PDFi-Parser: Interactive Parser Development Kit for Natural Language Processing
PDFSkeletonVis: Interactive Visualization for Understanding Adversarial Attacks on Human Action Recognition Models
PDFIntegrating Pre-trained Model into Rule-based Dialogue Management
PDFAccelerating Data Discovery with an Ontology-driven Tool for an Enterprise-scale Data Lake Environment
PDFA Semantic Parsing and Reasoning-Based Approach to Knowledge Base Question Answering
PDFExploring the Efficacy of Generic Drugs in Treating Cancer
PDFOzoMorph: Demonstrating Colored Multi-Agent Path Finding on Real Robots
PDFVEGA: a Virtual Environment for Exploring Gender Bias vs. Accuracy Trade-offs in AI Translation Services
PDFA Compression-Compilation Co-Design Framework Towards Real-Time Object Detection on Mobile Devices
PDFAutoText: An End-to-End AutoAI Framework for Text
PDFA Health-friendly Speaker Verification System Supporting Mask Wearing
PDFAn Intelligent Assistant for Problem Behavior Management
PDFOPRA: An Open-Source Online Preference Reporting and Aggregation System
PDFESO-MAPF: Bridging Discrete Planning and Continuous Execution in Multi-Agent Pathfinding
PDFDemonstration of the EMPATHIC Framework for Task Learning from Implicit Human Feedback
PDFJuice: A Julia Package for Logic and Probabilistic Circuits
PDFBootstrapping Dialog Models from Human to Human Conversation Logs
PDFDoc2Bot: Document grounded Bot Framework
PDFKAAPA: Knowledge Aware Answers from PDF Analysis
PDFIBM Scenario Planning Advisor: A Neuro-Symbolic ERM Solution
PDFNEO: A System for Identifying New Emerging Occupation from Job Ads
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