Proceedings of the AAAI Conference on Artificial Intelligence 2021: all accepted papers

2,330 papers · page 19 of 24 · the most cited first · ← Proceedings of the AAAI Conference on Artificial Intelligence 2021

A Universal 2-state n-action Adaptive Management Solver ↗Luz Valerie Pascal, Marianne Akian, Sam Nicol et al.3 citations
ACAT-G: An Interactive Learning Framework for Assisted Response Generation ↗Xueyuan Lu, Saurav Sahay, Zhou Yu et al.3 citations
AdvantageNAS: Efficient Neural Architecture Search with Credit Assignment ↗Rei Sato, Jun Sakuma, Youhei Akimoto3 citations
Alternative Baselines for Low-Shot 3D Medical Image Segmentation — An Atlas Perspective ↗Shuxin Wang, Shilei Cao, Dong Wei et al.3 citations
Approximate Multiplication of Sparse Matrices with Limited Space ↗Yuanyu Wan, Lijun Zhang3 citations
Attention Beam: An Image Captioning Approach (Student Abstract) ↗Anubhav Shrimal, Tanmoy Chakraborty3 citations
AuthNet: A Deep Learning Based Authentication Mechanism Using Temporal Facial Feature Movements (Student Abstract) ↗Mohit Raghavendra, Pravan Omprakash, B R Mukesh3 citations
Avoiding Kernel Fixed Points: Computing with ELU and GELU Infinite Networks ↗Russell Tsuchida, Tim Pearce, Chris van der Heide et al.3 citations
CAKES: Channel-wise Automatic KErnel Shrinking for Efficient 3D Networks ↗Qihang Yu, Yingwei Li, Jieru Mei et al.3 citations
Capabilities in Heterogeneous Multi-Robot Systems ↗Jennifer Buehler3 citations
Comprehension and Knowledge ↗Pavel Naumov, Kevin Ros3 citations
Computing an Efficient Exploration Basis for Learning with Univariate Polynomial Features ↗Chaitanya Amballa, Manu Kumar Gupta, Sanjay P. Bhat3 citations
Conservative and Greedy Approaches to Classification-Based Policy Iteration ↗Mohammad Ghavamzadeh, Alessandro Lazaric3 citations
Context-Guided Adaptive Network for Efficient Human Pose Estimation ↗Lei Zhao, Jun Wen, Pengfei Wang et al.3 citations
Contextual Conditional Reasoning ↗Giovanni Casini, Thomas Andreas Meyer, Ivan Jose ́ Varzinczak3 citations
Dec-SGTS: Decentralized Sub-Goal Tree Search for Multi-Agent Coordination ↗Minglong Li, Zhongxuan Cai, Wenjing Yang et al.3 citations
Deep Low-Contrast Image Enhancement using Structure Tensor Representation ↗Hyungjoo Jung, Hyunsung Jang, Namkoo Ha et al.3 citations
Deep Partial Rank Aggregation for Personalized Attributes ↗Qianqian Xu, Zhiyong Yang, Zuyao Chen et al.3 citations
Deepening the Sense of Touch in Planetary Exploration with Geometric and Topological Deep Learning ↗Yuzhou Chen, Yuliya Marchetti, Yulia R. Gel3 citations
Democratizing Constraint Satisfaction Problems through Machine Learning ↗Mohit Kumar, Samuel Kolb, Clément Gautrais et al.3 citations
Detection and Prediction of Adverse and Anomalous Events in Medical Robots ↗Kai Liang, Feng Cao, Zhuofu Bai et al.3 citations
Device Fabrication Knowledge Extraction from Materials Science Literature ↗Neelanshi Wadhwa, S Sarath, Sapan Shah et al.3 citations
Discovering Constraints for Inductive Process Modeling ↗Ljupčo Todorovski, Will B. Bridewell, Pat Langley3 citations
Disposable Linear Bandits for Online Recommendations ↗Melda Korkut, Andrew Li3 citations
District-Fair Participatory Budgeting ↗D Ellis Hershkowitz, Anson Kahng, Dominik Peters et al.3 citations
Dynamic Multi-Context Attention Networks for Citation Forecasting of Scientific Publications ↗Taoran Ji, Nathan Self, Kaiqun Fu et al.3 citations
ESO-MAPF: Bridging Discrete Planning and Continuous Execution in Multi-Agent Pathfinding ↗Ján Chudý, Pavel Surynek3 citations
Empowering Conversational AI is a Trip to Mars: Progress and Future of Open Domain Human-Computer Dialogues ↗Rui Yan, Wei Wu3 citations
Enhancing Balanced Graph Edge Partition with Effective Local Search ↗Zhenyu Guo, Mingyu Xiao, Yi Zhou et al.3 citations
Enhancing Parameter-Free Frank Wolfe with an Extra Subproblem ↗Bingcong Li, Lingda Wang, Georgios B. Giannakis et al.3 citations
Evolutionary Game Theory Squared: Evolving Agents in Endogenously Evolving Zero-Sum Games ↗Stratis Skoulakis, Tanner Fiez, Ryann Sim et al.3 citations
Exploiting Diverse Characteristics and Adversarial Ambivalence for Domain Adaptive Segmentation ↗Bowen Cai, Huan Fu, Rongfei Jia et al.3 citations
Fair and Efficient Allocations with Limited Demands ↗Sushirdeep Narayana, Ian A. Kash3 citations
Faster and Better Simple Temporal Problems ↗Dario Ostuni, Alice Raffaele, Roméo Rizzi et al.3 citations
Foresee then Evaluate: Decomposing Value Estimation with Latent Future Prediction ↗Hongyao Tang, Zhaopeng Meng, Guangyong Chen et al.3 citations
Functional Interactions Between Memory and Recognition Judgments ↗Justin Li, Nate Derbinsky, John E. Laird3 citations
Gated Linear Networks ↗Joel Veness, Tor Lattimore, David Budden et al.3 citations
Generating CCG Categories ↗Yufang Liu, Tao Ji, Yuanbin Wu et al.3 citations
Generating Coherent Summaries with Textual Aspects ↗Renxian Zhang, Wenjie Li, Dehong Gao3 citations
HetSAGE: Heterogenous Graph Neural Network for Relational Learning (Student Abstract) ↗Vince Jankovics, Michael Garcia Ortiz, Eduardo Alonso3 citations
How to Train Your Agent to Read and Write ↗Li Liu, Mengge He, Guanghui Xu et al.3 citations
Improving Causal Inference by Increasing Model Expressiveness ↗David D. Jensen3 citations
Incorporating Bidirection-Interactive Information and Semantic Features for Relational Facts Extraction (Student Abstract) ↗Yang Yu, Guohua Wang, Haopeng Ren et al.3 citations
Incorporating Computational Sustainability into AI Education through a Freely-Available, Collectively-Composed Supplementary Lab Text ↗Douglas Fisher, Bistra Dilkina, Eric Eaton et al.3 citations
Infinite-Dimensional Fisher Markets: Equilibrium, Duality and Optimization ↗Yuan Gao, Christian Kroer3 citations
Instrumental Variable-based Identification for Causal Effects using Covariate Information ↗Yuta Kawakami3 citations
Interactive Video Object Mask Annotation ↗Trung-Nghia Le, Tam Nguyen, Quoc-Cuong Tran et al.3 citations
Interpretable NLG for Task-oriented Dialogue Systems with Heterogeneous Rendering Machines ↗Yangming Li, Kaisheng Yao3 citations
Iterative Utterance Segmentation for Neural Semantic Parsing ↗Yinuo Guo, Zeqi Lin, Jian–Guang Lou et al.3 citations
Joint Semantic Analysis with Document-Level Cross-Task Coherence Rewards ↗Rahul Aralikatte, Mostafa Abdou, Heather Lent et al.3 citations
Knowledge-Guided Object Discovery with Acquired Deep Impressions ↗Jinyang Yuan, Bin Li, Xiangyang Xue3 citations
Knowledge-driven Natural Language Understanding of English Text and its ApplicationsKinjal Basu, Sarat Chandra Varanasi, Farhad Shakerin et al.3 citations · our summary
Learning Prediction Intervals for Model Performance ↗Benjamin Elder, Matthew Arnold, Anupama Murthi et al.3 citations
Learning a Gradient-free Riemannian Optimizer on Tangent Spaces ↗Xiaomeng Fan, Zhi Feng Gao, Yuwei Wu et al.3 citations
Learning from eXtreme Bandit Feedback ↗Romain Lopez, Inderjit S. Dhillon, Michael I. Jordan3 citations
Learning the Kernel Matrix with Low-Rank Multiplicative Shaping ↗Tomer Levinboim, Fei Sha3 citations
Learning to Rationalize for Nonmonotonic Reasoning with Distant Supervision ↗Faeze Brahman, Vered Shwartz, Rachel Rudinger et al.3 citations
Learning to Stop: Dynamic Simulation Monte-Carlo Tree Search ↗Li-Cheng Lan, Ti-Rong Wu, I‐Chen Wu et al.3 citations
Minimax Regret Optimisation for Robust Planning in Uncertain Markov Decision Processes ↗Marc P. Rigter, Bruno Lacerda, Nick Hawes3 citations
Mining Intelligent Patterns using SVAC for Precision Agriculture and Optimizing Irrigation (Student Abstract) ↗Vishal Vinod, Vipul Gaurav, Tushar Sharma et al.3 citations
MolGrow: A Graph Normalizing Flow for Hierarchical Molecular Generation ↗Maksim Kuznetsov, Daniil A. Polykovskiy3 citations
Multi-Label Learning on Tensor Product Graph ↗Jonathan H. Jiang3 citations
MultiTalk: A Highly-Branching Dialog Testbed for Diverse Conversations ↗Yao Dou, Maxwell Forbes, Ari Holtzman et al.3 citations
Music-Inspired Texture Representation ↗Ben Horsburgh, Susan Craw, Stewart Massie3 citations
Narrative Plan Generation with Self-Supervised Learning ↗Mihai Polceanu, Julie Porteous, Alan Lindsay et al.3 citations
Neuro-Symbolic Techniques for Description Logic Reasoning (Student Abstract) ↗Gunjan Singh, Sutapa Mondal, Sumit Bhatia et al.3 citations
On Continuous Local BDD-Based Search for Hybrid SAT Solving ↗Anastasios Kyrillidis, Moshe Y. Vardi, Zhiwei Zhang3 citations
Optimal Manipulation of Voting Rules ↗Svetlana Obraztsova, Edith Elkind3 citations
Optimising Automatic Calibration of Electric Muscle Stimulation ↗Graeme Gange, Jarrod Knibbe3 citations
Optimizing Payments in Dominant-Strategy Mechanisms for Multi-Parameter Domains ↗Lachlan Dufton, Victor Naroditskiy, Maria Polukarov et al.3 citations
OzoMorph: Demonstrating Colored Multi-Agent Path Finding on Real Robots ↗Roman Barták, Jakub Mestek3 citations
Parallel Constraint Acquisition ↗Nadjib Lazaar3 citations
Predicting Parking Availability from Mobile Payment Transactions with Positive Unlabeled Learning ↗Jonas Sonntag, Michael Engel, Lars Schmidt-Thieme3 citations
Proportionally Representative Participatory Budgeting with Ordinal Preferences ↗Haris Aziz, Barton E. Lee3 citations
Query Training: Learning a Worse Model to Infer Better Marginals in Undirected Graphical Models with Hidden Variables ↗Miguel Lázaro-Gredilla, Wolfgang P. Lehrach, Nishad Gothoskar et al.3 citations
Randomized Generation of Adversary-aware Fake Knowledge Graphs to Combat Intellectual Property Theft ↗Snow Kang, Cristian Molinaro, Andrea Pugliese et al.3 citations
Reinforcement Learning Based Multi-Agent Resilient Control: From Deep Neural Networks to an Adaptive Law ↗Jian Hou, Fangyuan Wang, Lili Wang et al.3 citations
Remember More by Recalling Less: Investigating the Role of Batch Size in Continual Learning with Experience Replay (Student Abstract) ↗Maciej Wołczyk, Andrii Krutsylo3 citations
Revisiting Co-Occurring Directions: Sharper Analysis and Efficient Algorithm for Sparse Matrices ↗Luo Luo, Cheng Chen, Guangzeng Xie et al.3 citations
Robust Model Compression Using Deep Hypotheses ↗Omri Armstrong, Ran Gilad-Bachrach3 citations
Semi-Discrete Social Recommendation (Student Abstract) ↗Fangyuan Luo, Jun Wu, Haishuai Wang3 citations
Similarity Is Not Entailment — Jointly Learning Similarity Transformation for Textual Entailment ↗Ken-ichi Yokote, Danushka Bollegala, Mitsuru Ishizuka3 citations
Stochastic Precision Ensemble: Self-Knowledge Distillation for Quantized Deep Neural Networks ↗Yoonho Boo, Sungho Shin, Jungwook Choi et al.3 citations
Symmetric Component Caching for Model Counting on Combinatorial Instances ↗Timothy van Bremen, Vincent Derkinderen, Shubham Sharma et al.3 citations
Tool for Automated Tax Coding of Invoices ↗Tarun Tater, Sampath Dechu, Neelamadhav Gantayat et al.3 citations
Traffic Shaping in E-Commercial Search Engine: Multi-Objective Online Welfare Maximization ↗Liucheng Sun, Chenwei Weng, Chengfu Huo et al.3 citations
Train a One-Million-Way Instance Classifier for Unsupervised Visual Representation Learning ↗Yu Liu, Lianghua Huang, Pan Pan et al.3 citations
Variance Penalized On-Policy and Off-Policy Actor-Critic ↗Arushi Jain, Gandharv Patil, Ayush Jain et al.3 citations
Verification and Repair of Neural Networks ↗Dario Guidotti3 citations
Window Loss for Bone Fracture Detection and Localization in X-ray Images with Point-based Annotation ↗Xinyu Zhang, Yirui Wang, Chi‐Tung Cheng et al.3 citations
5* Knowledge Graph Embeddings with Projective Transformations ↗Mojtaba Nayyeri, Sahar Vahdati, Can Aykul et al.2 citations
A Compression-Compilation Co-Design Framework Towards Real-Time Object Detection on Mobile Devices ↗Yuxuan Cai, Geng Yuan, Hongjia Li et al.2 citations
A Computational Approach to Sign Language Understanding ↗Tejaswini Ananthanarayana2 citations
A Deep Reinforcement Learning Approach to First-Order Logic Theorem Proving ↗Maxwell Crouse, Ibrahim Abdelaziz, Bassem Makni et al.2 citations
A Health-friendly Speaker Verification System Supporting Mask Wearing ↗Chaotao Chen, Di Jiang, Jinhua Peng et al.2 citations
A Hybrid Stochastic Gradient Hamiltonian Monte Carlo Method ↗Chao Zhang, Zhijian Li, Zebang Shen et al.2 citations
A Model of Winners Allocation ↗Yongjie Yang2 citations
A New Bounding Scheme for Influence Diagrams ↗Radu Marinescu, Junkyu Lee, Rina Dechter2 citations
A One-Size-Fits-All Solution to Conservative Bandit Problems ↗Yihan Du, Siwei Wang, Longbo Huang2 citations
A Primal-Dual Online Algorithm for Online Matching Problem in Dynamic Environments ↗Yu-Hang Zhou, Peng Hu, Liang Chen et al.2 citations

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📰 Proceedings of the AAAI Conference on Artificial Intelligence 2021: all accepted papers

Proceedings of the AAAI Conference on Artificial Intelligence 2021: all accepted papers