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

2,330 papers · page 3 of 24 · the most cited first · ← Proceedings of the AAAI Conference on Artificial Intelligence 2021

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  1. Attention-based Multi-Level Fusion Network for Light Field Depth Estimation ↗Jiaxin Chen, Shuo Zhang, Youfang Lin93 citations
  2. Conflict-Based Search For Optimal Multi-Agent Path Finding ↗Guni Sharon, Roni Stern, Ariel Felner et al.93 citations
  3. Learning to Count via Unbalanced Optimal Transport ↗Zhiheng Ma, Xing Wei, Xiaopeng Hong et al.93 citations
  4. YOLObile: Real-Time Object Detection on Mobile Devices via Compression-Compilation Co-Design ↗Yuxuan Cai, Hongjia Li, Geng Yuan et al.93 citations
  5. One SPRING to Rule Them Both: Symmetric AMR Semantic Parsing and Generation without a Complex Pipeline ↗Michele Bevilacqua, Rexhina Blloshmi, Roberto Navigli A92 citations
  6. Ref-NMS: Breaking Proposal Bottlenecks in Two-Stage Referring Expression Grounding ↗Long Chen, Wenbo Ma, Jun Xiao et al.92 citations
  7. Context-Guided BERT for Targeted Aspect-Based Sentiment Analysis ↗Zhengxuan Wu, Desmond C. Ong91 citations
  8. DPM: A Novel Training Method for Physics-Informed Neural Networks in Extrapolation ↗Jung-Eun Kim, Kookjin Lee, Dong‐Eun Lee et al.91 citations
  9. Matching on Sets: Conquer Occluded Person Re-identification Without Alignment ↗Mengxi Jia, Xinhua Cheng, Yunpeng Zhai et al.91 citations
  10. PC-RGNN: Point Cloud Completion and Graph Neural Network for 3D Object Detection ↗Yanan Zhang, Di Huang, Yunhong Wang91 citations
  11. Generating Natural Language Attacks in a Hard Label Black Box Setting ↗Rishabh Maheshwary, Saket Maheshwary, Vikram Pudi90 citations
  12. Discovering New Intents with Deep Aligned Clustering ↗Hanlei Zhang, Hua Xu, Ting-En Lin et al.89 citations
  13. Bridging Towers of Multi-task Learning with a Gating Mechanism for Aspect-based Sentiment Analysis and Sequential Metaphor Identification ↗Rui Mao, Xiao Li88 citations
  14. DeepCOVID: An Operational Deep Learning-driven Framework for Explainable Real-time COVID-19 Forecasting ↗Alexander Rodríguez, Anika Tabassum, Jiaming Cui et al.88 citations
  15. Encoder-Decoder Based Unified Semantic Role Labeling with Label-Aware Syntax ↗Hao Fei, Fei Li, Bobo Li et al.88 citations
  16. Intrinsic Certified Robustness of Bagging against Data Poisoning Attacks ↗Jinyuan Jia, Xiaoyu Cao, Neil Zhenqiang Gong88 citations
  17. On the Complexity of Consistent Query Answering in the Presence of Simple Ontologies ↗Meghyn Bienvenu88 citations
  18. CardioGAN: Attentive Generative Adversarial Network with Dual Discriminators for Synthesis of ECG from PPG ↗Pritam Sarkar, Ali Etemad87 citations
  19. PGNet: Real-time Arbitrarily-Shaped Text Spotting with Point Gathering Network ↗Pengfei Wang, Chengquan Zhang, Fei Qi et al.87 citations
  20. Time Series Domain Adaptation via Sparse Associative Structure Alignment ↗Ruichu Cai, Jiawei Chen, Zijian Li et al.86 citations
  21. AttaNet: Attention-Augmented Network for Fast and Accurate Scene Parsing ↗Qi Song, Kangfu Mei, Rui Huang84 citations
  22. Dual Compositional Learning in Interactive Image Retrieval ↗Jong-Seok Kim, Youngjae Yu, Hoeseong Kim et al.84 citations
  23. Latent Independent Excitation for Generalizable Sensor-based Cross-Person Activity Recognition ↗Hangwei Qian, Sinno Jialin Pan, Chunyan Miao84 citations
  24. Modeling Textual Cohesion for Event Extraction ↗Ruihong Huang, Ellen Riloff84 citations
  25. Fooling Thermal Infrared Pedestrian Detectors in Real World Using Small Bulbs ↗Xiaopei Zhu, Xiao Li, Jianmin Li et al.83 citations
  26. POMDPs Make Better Hackers: Accounting for Uncertainty in Penetration Testing ↗Carlos Sarraute, Olivier Buffet, Jörg Hoffmann83 citations
  27. VisualMRC: Machine Reading Comprehension on Document Images ↗Ryota Tanaka, Kyosuke Nishida, Sen Yoshida83 citations
  28. DAST: Unsupervised Domain Adaptation in Semantic Segmentation Based on Discriminator Attention and Self-Training ↗Fei Richard Yu, Mo Zhang, Hexin Dong et al.82 citations
  29. Learning Behavior Models for Hybrid Timed Systems ↗Oliver Niggemann, Benno Stein, Asmir Vodenčarević et al.82 citations
  30. Understanding Catastrophic Overfitting in Single-step Adversarial Training ↗Hoki Kim, Woojin Lee, Jaewook Lee82 citations
  31. Deep Semantic Dictionary Learning for Multi-label Image Classification ↗Fengtao Zhou, Sheng Huang, Yun Xing81 citations
  32. GATE: Graph Attention Transformer Encoder for Cross-lingual Relation and Event Extraction ↗Wasi Uddin Ahmad, Nanyun Peng, Kai-Wei Chang81 citations
  33. Hand-Model-Aware Sign Language Recognition ↗Hezhen Hu, Wengang Zhou, Houqiang Li81 citations
  34. MANGO: A Mask Attention Guided One-Stage Scene Text Spotter ↗Qiao Liang, Ying Chen, Zhanzhan Cheng et al.81 citations
  35. Uncertainty-Aware Multi-View Representation Learning ↗Yu Geng, Zongbo Han, Changqing Zhang et al.81 citations
  36. Double-Bit Quantization for Hashing ↗Weihao Kong, Wu-Jun Li80 citations
  37. Exploring the Duality in Conflict-Directed Model-Based Diagnosis ↗Roni Stern, Meir Kalech, Alexander Feldman et al.80 citations
  38. Non-Autoregressive Coarse-to-Fine Video Captioning ↗Bang Yang, Yuexian Zou, Fenglin Liu et al.80 citations
  39. Dual Adversarial Graph Neural Networks for Multi-label Cross-modal Retrieval ↗Shengsheng Qian, Dizhan Xue, Huaiwen Zhang et al.79 citations
  40. Joint Color-irrelevant Consistency Learning and Identity-aware Modality Adaptation for Visible-infrared Cross Modality Person Re-identification ↗Zhiwei Zhao, Bin Liu, Qi Chu et al.79 citations
  41. Self-supervised Multi-view Stereo via Effective Co-Segmentation and Data-Augmentation ↗Hongbin Xu, Zhipeng Zhou, Yu Qiao et al.79 citations
  42. Temporal-Coded Deep Spiking Neural Network with Easy Training and Robust Performance ↗Shibo Zhou, Xiaohua Li, Ying Hao Chen et al.79 citations
  43. Thinking Fast and Slow in AI ↗Grady Booch, Francesco Fabiano, Lior Horesh et al.79 citations
  44. ACSNet: Action-Context Separation Network for Weakly Supervised Temporal Action Localization ↗Ziyi Liu, Le Wang, Qilin Zhang et al.78 citations
  45. Algorithmic and Human Teaching of Sequential Decision Tasks ↗Maya Çakmak, Manuel C. Lopes77 citations
  46. Fast Multi-view Discrete Clustering with Anchor Graphs ↗Qianyao Qiang, Bin Zhang, Fei Wang et al.77 citations
  47. Graph Neural Network to Dilute Outliers for Refactoring Monolith Application ↗Utkarsh Desai, Sambaran Bandyopadhyay, Srikanth Tamilselvam77 citations
  48. Hierarchical Reinforcement Learning for Integrated Recommendation ↗Ruobing Xie, Shaoliang Zhang, Rui Wang et al.77 citations
  49. Human-Level Interpretable Learning for Aspect-Based Sentiment Analysis ↗Rohan Kumar Yadav, Lei Jiao, Ole‐Christoffer Granmo et al.77 citations
  50. Robustness to Spurious Correlations in Text Classification via Automatically Generated Counterfactuals ↗Zhao Wang, Aron Culotta77 citations
  51. Towards Consumer Loan Fraud Detection: Graph Neural Networks with Role-Constrained Conditional Random Field ↗Bingbing Xu, Huawei Shen, Bingjie Sun et al.77 citations
  52. AttnMove: History Enhanced Trajectory Recovery via Attentional Network ↗Tong Xia, Yunhan Qi, Jie Feng et al.76 citations
  53. Code Completion by Modeling Flattened Abstract Syntax Trees as Graphs ↗Yanlin Wang, Hui Li76 citations
  54. GDPNet: Refining Latent Multi-View Graph for Relation Extraction ↗Fuzhao Xue, Aixin Sun, Hao Zhang et al.76 citations
  55. Generalized Zero-Shot Learning via Disentangled Representation ↗Xiangyu Li, Zhe Xu, Kun Wei et al.76 citations
  56. Modular Graph Transformer Networks for Multi-Label Image Classification ↗Hoang D. Nguyen, Xuan-Son Vu, Duc-Trong Le76 citations
  57. Multiple Kernel Clustering with Kernel k-Means Coupled Graph Tensor Learning ↗Zhenwen Ren, Quansen Sun, Wei Dong76 citations
  58. Investigating Contingency Awareness Using Atari 2600 Games ↗Marc G. Bellemare, Joel Veness, Michael Bowling75 citations
  59. Sentic Activation: A Two-Level Affective Common Sense Reasoning Framework ↗Erik Cambria, Daniel J. Olsher, Kenneth Kwok75 citations
  60. Stratified Rule-Aware Network for Abstract Visual Reasoning ↗Sheng Hu, Yuqing Ma, Xianglong Liu et al.75 citations
  61. Uncertain Graph Neural Networks for Facial Action Unit Detection ↗Tengfei Song, Lisha Chen, Wenming Zheng et al.75 citations
  62. Membership Privacy for Machine Learning Models Through Knowledge Transfer ↗Virat Shejwalkar, Amir Houmansadr74 citations
  63. FracBits: Mixed Precision Quantization via Fractional Bit-Widths ↗Linjie Yang, Qing Jin73 citations
  64. GAN Ensemble for Anomaly Detection ↗Han Xu, Xiaohui Chen, Liping Liu73 citations
  65. Joint Air Quality and Weather Prediction Based on Multi-Adversarial Spatiotemporal Networks ↗Jindong Han, Hao Liu, Hengshu Zhu et al.73 citations
  66. Relative and Absolute Location Embedding for Few-Shot Node Classification on Graph ↗Zemin Liu, Yuan Fang, Chenghao Liu et al.73 citations
  67. SCRUPLES: A Corpus of Community Ethical Judgments on 32,000 Real-Life Anecdotes ↗Nicholas Lourie, Ronan Joseph Le Bras, Yejin Choi73 citations
  68. Towards Robust Visual Information Extraction in Real World: New Dataset and Novel Solution ↗Jia-Peng Wang, Chongyu Liu, Lianwen Jin et al.73 citations
  69. A Convex Formulation for Learning from Crowds ↗Hiroshi Kajino, Yuta Tsuboi, Hisashi Kashima72 citations
  70. Detecting Beneficial Feature Interactions for Recommender Systems ↗Yixin Su, Rui Zhang, Sarah Erfani et al.72 citations
  71. Dynamic Matching via Weighted Myopia with Application to Kidney Exchange ↗John P. Dickerson, Ariel D. Procaccia, Tüomas Sandholm72 citations
  72. Topic-Aware Multi-turn Dialogue Modeling ↗Yi Xu, Hai Zhao, Zhuosheng Zhang72 citations
  73. Dynamic Knowledge Graph Alignment ↗Yuchen Yan, Lihui Liu, Yikun Ban et al.71 citations
  74. LREN: Low-Rank Embedded Network for Sample-Free Hyperspectral Anomaly Detection ↗Kai Jiang, Weiying Xie, Jie Lei et al.71 citations
  75. Learning Contextual Representations for Semantic Parsing with Generation-Augmented Pre-Training ↗Peng Shi, Patrick Ng, Zhiguo Wang et al.71 citations
  76. MVFNet: Multi-View Fusion Network for Efficient Video Recognition ↗Wenhao Wu, Dongliang He, Tianwei Lin et al.71 citations
  77. OPQ: Compressing Deep Neural Networks with One-shot Pruning-Quantization ↗Peng Hu, Xi Peng, Hongyuan Zhu et al.71 citations
  78. Teacher Perspectives on How To Train Your Robot: A Middle School AI and Ethics Curriculum ↗Randi Williams, Stephen P. Kaputsos, Cynthia Breazeal71 citations
  79. An Efficient Simulation-Based Approach to Ambulance Fleet Allocation and Dynamic Redeployment ↗Yisong Yue, Lavanya Marla, Ramayya Krishnan70 citations
  80. Automatically Generating Algebra Problems ↗Rohit Singh, Sumit Gulwani, Sriram K. Rajamani70 citations
  81. Distribution Adaptive INT8 Quantization for Training CNNs ↗Kang Zhao, Sida Huang, Pan Pan et al.70 citations
  82. Humor Knowledge Enriched Transformer for Understanding Multimodal Humor ↗Md Kamrul Hasan, Sangwu Lee, Wasifur Rahman et al.70 citations
  83. Learning Visual Context for Group Activity Recognition ↗Hangjie Yuan, Dong Ni70 citations
  84. Knowledge-driven Data Construction for Zero-shot Evaluation in Commonsense Question Answering ↗Kaixin Ma, Filip Ilievski, Jonathan Francis et al.69 citations
  85. Markov Network Structure Learning: A Randomized Feature Generation Approach ↗Jan Van Haaren, Jesse J. Davis69 citations
  86. Adversarial Training with Fast Gradient Projection Method against Synonym Substitution Based Text Attacks ↗Xiaosen Wang, Yichen Yang, Yihe Deng et al.68 citations
  87. Automated Cross-prompt Scoring of Essay Traits ↗Robert Ridley, Liang He, Xinyu Dai et al.68 citations
  88. Curriculum-Meta Learning for Order-Robust Continual Relation Extraction ↗Tongtong Wu, Xuekai Li, Yuan-Fang Li et al.68 citations
  89. DialogBERT: Discourse-Aware Response Generation via Learning to Recover and Rank Utterances ↗Xiaodong Gu, Kang Min Yoo, Jung-Woo Ha68 citations
  90. Federated Multi-Armed Bandits ↗Chengshuai Shi, Cong Shen68 citations
  91. Initiative Defense against Facial Manipulation ↗Qidong Huang, Jie Zhang, Wenbo Zhou et al.68 citations
  92. Precise Yet Efficient Semantic Calibration and Refinement in ConvNets for Real-time Polyp Segmentation from Colonoscopy Videos ↗Huisi Wu, Jiafu Zhong, Wei Wang et al.68 citations
  93. Temporal Latent Auto-Encoder: A Method for Probabilistic Multivariate Time Series Forecasting ↗Nam H. Nguyen, Brian Quanz68 citations
  94. Traffic Flow Prediction with Vehicle Trajectories ↗Mingqian Li, Panrong Tong, Mo Li et al.68 citations
  95. Treatment Effect Estimation with Disentangled Latent Factors ↗Weijia Zhang, Lin Liu, Jiuyong Li68 citations
  96. Combining Reinforcement Learning with Lin-Kernighan-Helsgaun Algorithm for the Traveling Salesman Problem ↗Jiongzhi Zheng, Kun He, Jianrong Zhou et al.67 citations
  97. Fair Influence Maximization: a Welfare Optimization Approach ↗Aida Rahmattalabi, Shahin Jabbari, Himabindu Lakkaraju et al.67 citations
  98. Learning to Purify Noisy Labels via Meta Soft Label Corrector ↗Yichen Wu, Jun Shu, Qi Xie et al.67 citations
  99. MOMDPs: A Solution for Modelling Adaptive Management Problems ↗Iadine Chadès, Josie Carwardine, Tara G. Martin et al.67 citations
  100. Multimodal Fusion via Teacher-Student Network for Indoor Action Recognition ↗Bruce X. B. Yu, Yan Liu, Keith C. C. Chan67 citations

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