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

2,330 papers · page 10 of 24 · the most cited first · ← Proceedings of the AAAI Conference on Artificial Intelligence 2021

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  1. Deep Epidemiological Modeling by Black-box Knowledge Distillation: An Accurate Deep Learning Model for COVID-19 ↗Dongdong Wang, Shunpu Zhang, Liqiang Wang20 citations
  2. Deep Metric Learning with Self-Supervised Ranking ↗Zheren Fu, Yan Li, Zhendong Mao et al.20 citations
  3. Efficient Online Learning for Large-Scale Sparse Kernel Logistic Regression ↗Lijun Zhang, Rong Jin, Chun Chen et al.20 citations
  4. Entity Guided Question Generation with Contextual Structure and Sequence Information Capturing ↗Qingbao Huang, Mingyi Fu, Linzhang Mo et al.20 citations
  5. GradingNet: Towards Providing Reliable Supervisions for Weakly Supervised Object Detection by Grading the Box Candidates ↗Qifei Jia, Shikui Wei, Tao Ruan et al.20 citations
  6. Identifying Adverse Drug Events by Relational Learning ↗David Page, Vı́tor Santos Costa, Sriraam Natarajan et al.20 citations
  7. Iterative Bounding MDPs: Learning Interpretable Policies via Non-Interpretable Methods ↗Nicholay Topin, Stephanie Milani, Fei Fang et al.20 citations
  8. Learning Energy-Based Model with Variational Auto-Encoder as Amortized Sampler ↗Jianwen Xie, Zilong Zheng, Ping Li20 citations
  9. Learning Non-Stationary Space-Time Models for Environmental Monitoring ↗Sahil Garg, Amarjeet Singh, Fabio Tozeto Ramos20 citations
  10. Learning from the Best: Rationalizing Predictions by Adversarial Information Calibration ↗Lei Sha, Oana-Maria Camburu, Thomas Lukasiewicz20 citations
  11. Learning to Attack Real-World Models for Person Re-identification via Virtual-Guided Meta-Learning ↗Fengxiang Yang, Zhun Zhong, Hong Liu et al.20 citations
  12. Maximum Roaming Multi-Task Learning ↗Lucas Pascal, Pietro Michiardi A, Xavier Bost et al.20 citations
  13. Right for Better Reasons: Training Differentiable Models by Constraining their Influence Functions ↗Xiaoting Shao, Arseny Skryagin, Wolfgang Stammer et al.20 citations
  14. Towards Faithfulness in Open Domain Table-to-text Generation from an Entity-centric View ↗Tianyu Liu, Xin Wei Zheng, Baobao Chang et al.20 citations
  15. A Novel and Scalable Spatio-Temporal Technique for Ocean Eddy Monitoring ↗James H. Faghmous, Yashu Chamber, Shyam Boriah et al.19 citations
  16. A Unified Taylor Framework for Revisiting Attribution Methods ↗Huiqi Deng, Na Zou, Mengnan Du et al.19 citations
  17. Adaptive Pattern-Parameter Matching for Robust Pedestrian Detection ↗Mengyin Liu, Chao Zhu, Jun Wang et al.19 citations
  18. Adversarial Defence by Diversified Simultaneous Training of Deep Ensembles ↗Bo Huang, Zhiwei Ke, Yi Wang et al.19 citations
  19. Automated Strategies for Determining Rewards for Human Work ↗Amos Azaria, Yonatan Aumann, Sarit Kraus19 citations
  20. Confidence-aware Non-repetitive Multimodal Transformers for TextCaps ↗Zhaokai Wang, Renda Bao, Qi Wu et al.19 citations
  21. Differentiable Fluids with Solid Coupling for Learning and Control ↗Tetsuya Takahashi, Junbang Liang, Yi-Ling Qiao et al.19 citations
  22. Explanation Consistency Training: Facilitating Consistency-Based Semi-Supervised Learning with Interpretability ↗Tao Han, Wei-Wei Tu, Yu-Feng Li19 citations
  23. FL-MSRE: A Few-Shot Learning based Approach to Multimodal Social Relation Extraction ↗Hai Wan, Manrong Zhang, Jianfeng Du et al.19 citations
  24. Harmonized Dense Knowledge Distillation Training for Multi-Exit Architectures ↗Xinglu Wang, Yingming Li19 citations
  25. IsoBN: Fine-Tuning BERT with Isotropic Batch Normalization ↗Wenxuan Zhou, Bill Yuchen Lin, Xiang Ren19 citations
  26. LIREx: Augmenting Language Inference with Relevant Explanations ↗Xinyan Zhao, V. G. Vinod Vydiswaran19 citations
  27. Learning Graphons via Structured Gromov-Wasserstein Barycenters ↗Hongteng Xu, Dixin Luo, Lawrence Carin et al.19 citations
  28. Meta-Learning Framework with Applications to Zero-Shot Time-Series Forecasting ↗Boris N. Oreshkin, Dmitri Carpov, Nicolas Chapados et al.19 citations
  29. Mind-the-Gap! Unsupervised Domain Adaptation for Text-Video Retrieval ↗Qingchao Chen, Yang Liu, Samuel Albanie19 citations
  30. Neural Architecture Search as Sparse Supernet ↗Yan Xiang Wu, Aoming Liu, Zhiwu Huang et al.19 citations
  31. NeuralAC: Learning Cooperation and Competition Effects for Match Outcome Prediction ↗Yin Gu, Qi Liu, Kai Zhang et al.19 citations
  32. Optical Flow Estimation from a Single Motion-blurred Image ↗Dawit Mureja Argaw, Junsik Kim, François Rameau et al.19 citations
  33. Optimal Auctions for Spiteful Bidders ↗Pingzhong Tang, Tüomas Sandholm19 citations
  34. Task Cooperation for Semi-Supervised Few-Shot Learning ↗Han-Jia Ye, Xinchun Li, De‐Chuan Zhan19 citations
  35. Transportability of Causal Effects: Completeness Results ↗Elias Bareinboim, Judea Pearl19 citations
  36. Tree-Based Solution Methods for Multiagent POMDPs with Delayed Communication ↗Frans Adriaan Oliehoek, Matthijs T. J. Spaan19 citations
  37. Using Sliding Windows to Generate Action Abstractions in Extensive-Form Games ↗John Hawkin, Robert C. Holte, Duane Szafron19 citations
  38. A Bidirectional Multi-paragraph Reading Model for Zero-shot Entity Linking ↗Hongyin Tang, Xingwu Sun, Beihong Jin et al.18 citations
  39. A Context Aware Approach for Generating Natural Language Attacks ↗Rishabh Maheshwary, Saket Maheshwary, Vikram Pudi18 citations
  40. A Graph Reasoning Network for Multi-turn Response Selection via Customized Pre-training ↗Yongkang Liu, Shi Feng, Daling Wang et al.18 citations
  41. Addressing Domain Gap via Content Invariant Representation for Semantic Segmentation ↗Li Gao, Lefei Zhang, Qian Zhang18 citations
  42. Certifying Parity Reasoning Efficiently Using Pseudo-Boolean Proofs ↗Stephan Gocht, Jakob Nordstr”öm18 citations
  43. Clinical Trial of an AI-Augmented Intervention for HIV Prevention in Youth Experiencing Homelessness ↗Bryan Wilder, Laura Onasch‐Vera, Graham DiGuiseppi et al.18 citations
  44. Ensemble Feature Weighting Based on Local Learning and Diversity ↗Yun Li, Shijie Gao, Songcan Chen18 citations
  45. Exacting Social Events for Tweets Using a Factor Graph ↗Xiaohua Liu, Xiangyang Zhou, Zhongyang Fu et al.18 citations
  46. Ideography Leads Us to the Field of Cognition: A Radical-Guided Associative Model for Chinese Text Classification ↗Hanqing Tao, Shiwei Tong, Kun Zhang et al.18 citations
  47. Incentive-Aware PAC Learning ↗Hanrui Zhang, Vincent Conitzer18 citations
  48. Incremental Embedding Learning via Zero-Shot Translation ↗Kun Wei, Cheng Dan Deng, Xu Yang et al.18 citations
  49. Investigating the Effectiveness of Laplacian-Based Kernels in Hub Reduction ↗Ikumi Suzuki, Kazuo Hara, Masashi Shimbo et al.18 citations
  50. Joint-Label Learning by Dual Augmentation for Time Series Classification ↗Qianli Ma, Zhenjing Zheng, Jiawei Zheng et al.18 citations
  51. Lagrangian Relaxation Techniques for Scalable Spatial Conservation Planning ↗Akshat Kumar, Xiaojian Wu, Shlomo Zilberstein B18 citations
  52. Learning Local Neighboring Structure for Robust 3D Shape Representation ↗Zhongpai Gao, Junchi Yan, Guangtao Zhai et al.18 citations
  53. Low-Rank Registration Based Manifolds for Convection-Dominated PDEs ↗Rambod Mojgani, Maciej J. Balajewicz18 citations
  54. MELINDA: A Multimodal Dataset for Biomedical Experiment Method Classification ↗Te-Lin Wu, Shikhar Singh, Sayan Paul et al.18 citations
  55. Multi-view Inference for Relation Extraction with Uncertain Knowledge ↗Bo Li, Wei Ye, Canming Huang et al.18 citations
  56. Non-asymptotic Convergence of Adam-type Reinforcement Learning Algorithms under Markovian Sampling ↗Huaqing Xiong, Tengyu Xu, Yingbin Liang et al.18 citations
  57. Possible Winners in Noisy Elections ↗Krzysztof Wojtas, Piotr Faliszewski18 citations
  58. Predicting Livelihood Indicators from Community-Generated Street-Level Imagery ↗Jihyeon Lee, Dylan Grosz, Burak Uzkent et al.18 citations
  59. Querying Linked Ontological Data through Distributed Summarization ↗Achille Fokoue, Felipe Rech Meneguzzi, Murat Şensoy et al.18 citations
  60. Regularizing Attention Networks for Anomaly Detection in Visual Question Answering ↗Doyup Lee, Yeongjae Cheon, Wook-Shin Han18 citations
  61. Robust Spatio-Temporal Purchase Prediction via Deep Meta Learning ↗Huiling Qin, Songyu Ke, Xiaodu Yang et al.18 citations
  62. SHOT-VAE: Semi-supervised Deep Generative Models With Label-aware ELBO Approximations ↗Haozhe Feng, Kezhi Kong, Minghao Chen et al.18 citations
  63. Semi-Supervised Node Classification on Graphs: Markov Random Fields vs. Graph Neural Networks ↗Binghui Wang, Jinyuan Jia, Neil Zhenqiang Gong18 citations
  64. Simple and Effective Stochastic Neural Networks ↗Tianyuan Yu, Yongxin Yang, Da Li et al.18 citations
  65. Span-Based Event Coreference Resolution ↗Jing Juan Lu, Vincent Ng18 citations
  66. TaLNet: Voice Reconstruction from Tongue and Lip Articulation with Transfer Learning from Text-to-Speech Synthesis ↗Jingxuan Zhang, Korin Richmond, Zhen-Hua Ling et al.18 citations
  67. Transformer-Style Relational Reasoning with Dynamic Memory Updating for Temporal Network Modeling ↗Dongkuan Xu, Junjie Liang, Wei Dong Cheng et al.18 citations
  68. Twitter Event Summarization by Exploiting Semantic Terms and Graph Network ↗Quanzhi Li, Qiong Zhang18 citations
  69. Unsupervised Learning of Graph Hierarchical Abstractions with Differentiable Coarsening and Optimal Transport ↗Tengfei Ma, Jie Chen18 citations
  70. A Continual Learning Framework for Uncertainty-Aware Interactive Image Segmentation ↗Ervine Zheng, Qi Yu, Rui Li et al.17 citations
  71. A Fast Exact Algorithm for the Resource Constrained Shortest Path Problem ↗Saman Ahmadi, Guido Tack, Daniel Harabor et al.17 citations
  72. A Hybrid Attention Mechanism for Weakly-Supervised Temporal Action Localization ↗Ashraful Islam, Chengjiang Long, Richard J. Radke17 citations
  73. Adaptive Knowledge Driven Regularization for Deep Neural Networks ↗Zhaojing Luo, Shaofeng Cai, Can Cui et al.17 citations
  74. Amata: An Annealing Mechanism for Adversarial Training Acceleration ↗Nanyang Ye, Qianxiao Li, Xiao-Yun Zhou et al.17 citations
  75. An End-to-End Solution for Named Entity Recognition in eCommerce Search ↗Xiang Cheng, Mitchell Bowden, Bhushan Ramesh Bhange et al.17 citations
  76. Argument Mining Driven Analysis of Peer-Reviews ↗Michael Fromm, Evgeniy Faerman, Max Berrendorf et al.17 citations
  77. Artificial Dummies for Urban Dataset Augmentation ↗Antonín Vobecký, David Hurych, Michal Uřičář et al.17 citations
  78. Asking the Right Questions: Learning Interpretable Action Models Through Query Answering ↗Pulkit Verma, Shashank Rao Marpally, Siddharth Srivastava17 citations
  79. Continuous-Time Attention for Sequential Learning ↗Jen‐Tzung Chien, Yi‐Hsiang Chen17 citations
  80. Cutting to the Core of Pseudo-Boolean Optimization: Combining Core-Guided Search with Cutting Planes Reasoning ↗Jo Devriendt, Stephan Gocht, Emir Demirović et al.17 citations
  81. DDRel: A New Dataset for Interpersonal Relation Classification in Dyadic Dialogues ↗Qi Jia, Hongru Huang, Kenny Qili Zhu17 citations
  82. Dynamic Neuro-Symbolic Knowledge Graph Construction for Zero-shot Commonsense Question Answering ↗Antoine Bosselut, Ronan Joseph Le Bras, Yejin Choi17 citations
  83. Efficient Deep Image Denoising via Class Specific Convolution ↗Lu Xu, Jiawei Zhang, Xuanye Cheng et al.17 citations
  84. Exploiting Audio-Visual Consistency with Partial Supervision for Spatial Audio Generation ↗Yan-Bo Lin, Yu-Chiang Frank Wang17 citations
  85. Finding Diverse Trees, Paths, and More ↗Tesshu Hanaka, Yasuaki Kobayashi, Kazuhiro Kurita et al.17 citations
  86. Gaining Insight into SARS-CoV-2 Infection and COVID-19 Severity Using Self-supervised Edge Features and Graph Neural Networks ↗Arijit Sehanobish, Neal G. Ravindra, David van Dijk17 citations
  87. Gene Regulatory Network Inference as Relaxed Graph Matching ↗Deborah A. Weighill, Marouen Ben Guebila, Camila M. Lopes‐Ramos et al.17 citations
  88. General Policies, Representations, and Planning Width ↗Blai Bonet, Héctor Geffner17 citations
  89. Invariant Teacher and Equivariant Student for Unsupervised 3D Human Pose Estimation ↗Chenxin Xu, Siheng Chen, Maosen Li et al.17 citations
  90. Juice: A Julia Package for Logic and Probabilistic Circuits ↗Meihua Dang, Pasha Khosravi, Yitao Liang et al.17 citations
  91. Neighborhood Consensus Networks for Unsupervised Multi-view Outlier Detection ↗Li Cheng, Yijie Wang, Xinwang Liu17 citations
  92. Neural Relational Inference with Efficient Message Passing Mechanisms ↗Siyuan Chen, Jiahai Wang, Guoqing Li17 citations
  93. Neural Sentence Ordering Based on Constraint Graphs ↗Yutao Zhu, Kun Zhou, Jian‐Yun Nie et al.17 citations
  94. On the Verification of Neural ODEs with Stochastic Guarantees ↗Sophie Gruenbacher, Ramin Hasani, Mathias Lechner et al.17 citations
  95. Online Kernel Selection: Algorithms and Evaluations ↗Tianbao Yang, Mehrdad Mahdavi, Rong Jin et al.17 citations
  96. PASSLEAF: A Pool-bAsed Semi-Supervised LEArning Framework for Uncertain Knowledge Graph Embedding ↗Zhu-Mu Chen, Mi-Yen Yeh, Tei‐Wei Kuo17 citations
  97. PDO-eS2CNNs: Partial Differential Operator Based Equivariant Spherical CNNs ↗Zhengyang Shen, Tiancheng Shen, Zhouchen Lin et al.17 citations
  98. Predicting Satisfiability at the Phase Transition ↗Lin Xu, Holger H. Hoos, Kevin Leyton‐Brown17 citations
  99. Progressive One-shot Human Parsing ↗Haoyu He, Jing Zhang, Bhavani M. Thuraisingham et al.17 citations
  100. Quantum Exploration Algorithms for Multi-Armed Bandits ↗Daochen Wang, Xuchen You, Tongyang Li et al.17 citations

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