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Proceedings of the AAAI Conference on Artificial Intelligence 2020: all accepted papers

1,863 papers · page 3 of 19 · the most cited first · ← Proceedings of the AAAI Conference on Artificial Intelligence 2020

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  1. Pixel-Aware Deep Function-Mixture Network for Spectral Super-Resolution ↗Lei Zhang, Zhiqiang Lang, Peng Wang et al.118 citations
  2. Federated Latent Dirichlet Allocation: A Local Differential Privacy Based Framework ↗Yansheng Wang, Yongxin Tong, Dingyuan Shi116 citations
  3. Generating Adversarial Examples for Holding Robustness of Source Code Processing Models ↗Huangzhao Zhang, Zhuo Li, Ge Li et al.116 citations
  4. SensEmBERT: Context-Enhanced Sense Embeddings for Multilingual Word Sense Disambiguation ↗Bianca Scarlini, Tommaso Pasini, Roberto Navigli A116 citations
  5. Stable Prediction with Model Misspecification and Agnostic Distribution Shift ↗Kun Kuang, Ruoxuan Xiong, Peng Cui et al.115 citations
  6. Text Perceptron: Towards End-to-End Arbitrary-Shaped Text Spotting ↗Qiao Liang, Sanli Tang, Zhanzhan Cheng et al.115 citations
  7. Tree-Structured Policy Based Progressive Reinforcement Learning for Temporally Language Grounding in Video ↗Jie Wu, Guanbin Li, Si Liu et al.115 citations
  8. Efficient Verification of ReLU-Based Neural Networks via Dependency Analysis ↗Elena Botoeva, Panagiotis Kouvaros, Jan Kronqvist et al.114 citations
  9. PedHunter: Occlusion Robust Pedestrian Detector in Crowded Scenes ↗Cheng Chi, Shifeng Zhang, Junliang Xing et al.113 citations
  10. AdaCare: Explainable Clinical Health Status Representation Learning via Scale-Adaptive Feature Extraction and Recalibration ↗Liantao Ma, Junyi Gao, Yasha Wang et al.112 citations
  11. CASIE: Extracting Cybersecurity Event Information from Text ↗Taneeya Satyapanich, Francis Ferraro, Tim Finin112 citations
  12. Learning Optimal Decision Trees Using Caching Branch-and-Bound Search ↗Gaël Aglin, Siegfried Nijssen, Pierre Schaus110 citations
  13. Progressive Feature Polishing Network for Salient Object Detection ↗Bo Wang, Quan Chen, Min Qi Zhou et al.110 citations
  14. Uncertainty-Aware Multi-Shot Knowledge Distillation for Image-Based Object Re-Identification ↗Xin Jin, Cuiling Lan, Wenjun Zeng et al.110 citations
  15. Graph-Propagation Based Correlation Learning for Weakly Supervised Fine-Grained Image Classification ↗Zhuhui Wang, Shijie Wang, Haojie Li et al.109 citations
  16. SPARQA: Skeleton-Based Semantic Parsing for Complex Questions over Knowledge Bases ↗Yawei Sun, Lingling Zhang, Gong Cheng et al.108 citations
  17. Federated Learning for Vision-and-Language Grounding Problems ↗Fenglin Liu, Xian Wei Wu, Shen Ge et al.107 citations
  18. Improved Visual-Semantic Alignment for Zero-Shot Object Detection ↗Shafin Rahman, Salman Hameed Khan, Nick M. Barnes107 citations
  19. Iteratively Questioning and Answering for Interpretable Legal Judgment Prediction ↗Haoxi Zhong, Yuzhong Wang, Cunchao Tu et al.107 citations
  20. Part-Level Graph Convolutional Network for Skeleton-Based Action Recognition ↗Linjiang Huang, Yan Huang, Wanli Ouyang et al.107 citations
  21. DCMN+: Dual Co-Matching Network for Multi-Choice Reading Comprehension ↗Shuailiang Zhang, Hai Yan Zhao, Yuwei Wu et al.106 citations
  22. Reinforcement Learning with Perturbed Rewards ↗Jingkang Wang, Yang Liu, Bo Li106 citations
  23. Viewpoint-Aware Loss with Angular Regularization for Person Re-Identification ↗Zhihui Zhu, Xinyang Jiang, Feng Zheng et al.106 citations
  24. Divide and Conquer: Question-Guided Spatio-Temporal Contextual Attention for Video Question Answering ↗Jianwen Jiang, Ziqiang Chen, Haojie Lin et al.105 citations
  25. Unified Graph and Low-Rank Tensor Learning for Multi-View Clustering ↗Jianlong Wu, Xingyu Xie, Liqiang Nie et al.105 citations
  26. Cross-Modal Attention Network for Temporal Inconsistent Audio-Visual Event Localization ↗Hanyu Xuan, Zhenyu Zhang, Shuo Chen et al.104 citations
  27. From Few to More: Large-Scale Dynamic Multiagent Curriculum Learning ↗Weixun Wang, Tianpei Yang, Yong Liu et al.104 citations
  28. Latent-Variable Non-Autoregressive Neural Machine Translation with Deterministic Inference Using a Delta Posterior ↗Raphael Shu, Jason Lee, Hideki Nakayama et al.104 citations
  29. Towards Making the Most of BERT in Neural Machine Translation ↗Jiacheng Yang, Mingxuan Wang, Hao Zhou et al.104 citations
  30. Domain Conditioned Adaptation Network ↗Shuang Li, Chi Liu, Qiuxia Lin et al.103 citations
  31. Instance-Adaptive Graph for EEG Emotion Recognition ↗Tengfei Song, Suyuan Liu, Wenming Zheng et al.103 citations
  32. Unpaired Image Enhancement Featuring Reinforcement-Learning-Controlled Image Editing Software ↗Satoshi Kosugi, Toshihiko Yamasaki103 citations
  33. Learning Meta Model for Zero- and Few-Shot Face Anti-Spoofing ↗Yunxiao Qin, Chenxu Zhao, Xiangyu Zhu et al.102 citations
  34. STEP: Spatial Temporal Graph Convolutional Networks for Emotion Perception from Gaits ↗Uttaran Bhattacharya, Trisha Mittal, Rohan Chandra et al.102 citations
  35. Simple Pose: Rethinking and Improving a Bottom-up Approach for Multi-Person Pose Estimation ↗Jia Li, Wen Su, Zengfu Wang102 citations
  36. Stealthy and Efficient Adversarial Attacks against Deep Reinforcement Learning ↗Jianwen Sun, Tianwei Zhang, Xiaofei Xie et al.102 citations
  37. Overcoming Language Priors in VQA via Decomposed Linguistic Representations ↗Chenchen Jing, Yuwei Wu, Xiaoxun Zhang et al.101 citations
  38. Improved Knowledge Distillation via Teacher Assistant ↗Seyed Iman Mirzadeh, Mehrdad Farajtabar, Ang Li et al.100 citations
  39. Semi-Supervised Hierarchical Recurrent Graph Neural Network for City-Wide Parking Availability Prediction ↗Weijia Zhang, Hao Liu, Yanchi Liu et al.99 citations
  40. A Multi-Scale Approach for Graph Link Prediction ↗Lei Cai, Shuiwang Ji97 citations
  41. Efficient Neural Architecture Search via Proximal Iterations ↗Quanming Yao, Ju Xu, Wei-Wei Tu et al.97 citations
  42. Multi-Source Domain Adaptation for Text Classification via DistanceNet-Bandits ↗Han Guo, Ramakanth Pasunuru, Mohit Bansal97 citations
  43. Towards Cross-Modality Medical Image Segmentation with Online Mutual Knowledge Distillation ↗Kang Li B, Lequan Yu, Shujun Wang et al.97 citations
  44. Block Hankel Tensor ARIMA for Multiple Short Time Series Forecasting ↗Qiquan Shi, Jiaming Yin, Jiajun Cai et al.96 citations
  45. Generalization Error Bounds of Gradient Descent for Learning Over-Parameterized Deep ReLU Networks ↗Yuan Jie Cao, Quanquan Gu96 citations
  46. Hearing Lips: Improving Lip Reading by Distilling Speech Recognizers ↗Ya Zhao, Rui Xu, Xinchao Wang et al.96 citations
  47. Loss-Based Attention for Deep Multiple Instance Learning ↗Xiaoshuang Shi, Fuyong Xing, Yuanpu Xie et al.96 citations
  48. Multimodal Summarization with Guidance of Multimodal Reference ↗Junnan Zhu, Yu Zhou, Jiajun Zhang et al.96 citations
  49. Training-Time-Friendly Network for Real-Time Object Detection ↗Zili Liu, Tu Zheng, Guodong Xu et al.96 citations
  50. Urban2Vec: Incorporating Street View Imagery and POIs for Multi-Modal Urban Neighborhood Embedding ↗Zhecheng Wang, Haoyuan Li, Ram Rajagopal96 citations
  51. Discovering New Intents via Constrained Deep Adaptive Clustering with Cluster Refinement ↗Ting-En Lin, Hua Xu, Hanlei Zhang95 citations
  52. Point2Node: Correlation Learning of Dynamic-Node for Point Cloud Feature Modeling ↗Wenkai Han, Chenglu Wen, Cheng Wang et al.94 citations
  53. Adversarial Cross-Domain Action Recognition with Co-Attention ↗Boxiao Pan, Zhangjie Cao, Ehsan Adeli et al.93 citations
  54. Co-GCN for Multi-View Semi-Supervised Learning ↗Shu Li, Wentao Li, Wei Wang92 citations
  55. Discretizing Continuous Action Space for On-Policy Optimization ↗Yunhao Tang, Shipra Agrawal92 citations
  56. ML-LOO: Detecting Adversarial Examples with Feature Attribution ↗Puyudi Yang, Jianbo Chen, Cho‐Jui Hsieh et al.92 citations
  57. Meta-Learning for Generalized Zero-Shot Learning ↗Vinay Kumar Verma, Dhanajit Brahma, Piyush Rai92 citations
  58. Relative Attributing Propagation: Interpreting the Comparative Contributions of Individual Units in Deep Neural Networks ↗Woo-Jeoung Nam, Shir Gur, Jaesik Choi et al.92 citations
  59. Temporal Interlacing Network ↗Hao Shao, Shengju Qian, Yu Liu92 citations
  60. Attention-Informed Mixed-Language Training for Zero-Shot Cross-Lingual Task-Oriented Dialogue Systems ↗Zihan Liu, Genta Indra Winata, Zhaojiang Lin et al.91 citations
  61. Differentiable Meta-Learning Model for Few-Shot Semantic Segmentation ↗Pinzhuo Tian, Zhangkai Wu, Lei Qi et al.90 citations
  62. Hybrid Graph Neural Networks for Crowd Counting ↗Ao Luo, Fan Yang, Xin Shane Li et al.90 citations
  63. Learning to Optimize Variational Quantum Circuits to Solve Combinatorial Problems ↗Sami Khairy, Ruslan Shaydulin, Lukasz Cincio et al.90 citations
  64. RIS-GAN: Explore Residual and Illumination with Generative Adversarial Networks for Shadow Removal ↗Ling Zhang, Chengjiang Long, Xiaolong Zhang et al.89 citations
  65. Relation-Aware Pedestrian Attribute Recognition with Graph Convolutional Networks ↗Zichang Tan, Yang Yang, Jun Wan et al.89 citations
  66. SM-NAS: Structural-to-Modular Neural Architecture Search for Object Detection ↗Lewei Yao, Hang Xu, Wei Zhang et al.89 citations
  67. Context-Transformer: Tackling Object Confusion for Few-Shot Detection ↗Ze Yang, Yali Wang, Xianyu Chen et al.88 citations
  68. EvolveGCN: Evolving Graph Convolutional Networks for Dynamic Graphs ↗Aldo Pareja, Giacomo Domeniconi, Jie Chen et al.88 citations
  69. Latent Opinions Transfer Network for Target-Oriented Opinion Words Extraction ↗Zhen Wu, Fei Zhao, Xinyu Dai et al.88 citations
  70. Object Instance Mining for Weakly Supervised Object Detection ↗Chenhao Lin, Siwen Wang, Dongqi Xu et al.88 citations
  71. Monocular 3D Object Detection with Decoupled Structured Polygon Estimation and Height-Guided Depth Estimation ↗Yingjie Cai, Buyu Li, Zeyu Jiao et al.87 citations
  72. Adaptive Cross-Modal Embeddings for Image-Text Alignment ↗Jônatas Wehrmann, Camila Kolling, Rodrigo Coelho Barros86 citations
  73. Hierarchical Online Instance Matching for Person Search ↗Di Chen, Shanshan Zhang, Wanli Ouyang et al.86 citations
  74. DCR-Net: A Deep Co-Interactive Relation Network for Joint Dialog Act Recognition and Sentiment ClassificationLibo Qin, Wanxiang Che, Yangming Li et al.85 citations · our summary
  75. Particle Filter Recurrent Neural Networks ↗Xiao Ma, Péter Karkus, David Hsu et al.85 citations
  76. An Adversarial Perturbation Oriented Domain Adaptation Approach for Semantic Segmentation ↗Jihan Yang, Ruijia Xu, Ruiyu Li et al.84 citations
  77. Auto-GAN: Self-Supervised Collaborative Learning for Medical Image Synthesis ↗Bing Cao, Han Zhang, Nannan Wang et al.84 citations
  78. Learning-Based Efficient Graph Similarity Computation via Multi-Scale Convolutional Set Matching ↗Yunsheng Bai, Hao Ding, Ken Gu et al.84 citations
  79. Learning Cross-Modal Context Graph for Visual Grounding ↗Yongfei Liu, Bo Wan, Xiaodan Zhu et al.83 citations
  80. Learning to Generate Maps from Trajectories ↗Sijie Ruan, Cheng Long, Jie Bao et al.83 citations
  81. Bridging the Gap between Pre-Training and Fine-Tuning for End-to-End Speech Translation ↗Chengyi Wang, Yu Wu, Shujie Liu et al.82 citations
  82. Geometry Sharing Network for 3D Point Cloud Classification and Segmentation ↗Mingye Xu, Zhipeng Zhou, Yu Qiao82 citations
  83. Heuristic Black-Box Adversarial Attacks on Video Recognition Models ↗Zhipeng Wei, Jingjing Chen, Xingxing Wei et al.82 citations
  84. Independence Promoted Graph Disentangled Networks ↗Yanbei Liu, Xiao Wang, Shu Wu et al.82 citations
  85. Neighborhood Cognition Consistent Multi-Agent Reinforcement Learning ↗Hangyu Mao, Wulong Liu, Jianye Hao et al.82 citations
  86. Pairwise Fairness for Ranking and Regression ↗Harikrishna Narasimhan, Andrew Cotter, Maya R. Gupta et al.82 citations
  87. Learning Agent Communication under Limited Bandwidth by Message Pruning ↗Hangyu Mao, Zhengchao Zhang, Zhen Xiao et al.81 citations
  88. Lexical Simplification with Pretrained Encoders ↗Jipeng Qiang, Yun Li, Yi Qing Zhu et al.81 citations
  89. Bursting the Filter Bubble: Fairness-Aware Network Link Prediction ↗Farzan Masrour, Tyler Wilson, Heng Yan et al.80 citations
  90. Fine-Grained Entity Typing for Domain Independent Entity Linking ↗Yasumasa Onoe, Greg Durrett80 citations
  91. Implicit Skills Extraction Using Document Embedding and Its Use in Job Recommendation ↗Akshay Gugnani, Hemant Misra80 citations
  92. Nonlinear Mixup: Out-Of-Manifold Data Augmentation for Text Classification ↗Hongyu Guo80 citations
  93. Partial Multi-Label Learning with Label Distribution ↗Ning Xu, Yunpeng Liu, Xin Geng80 citations
  94. Self-Attention Enhanced Selective Gate with Entity-Aware Embedding for Distantly Supervised Relation Extraction ↗Yang Li, Guodong Long, Tao Shen et al.80 citations
  95. A New Dataset and Boundary-Attention Semantic Segmentation for Face Parsing ↗Yinglu Liu, Hailin Shi, Hao Shen et al.79 citations
  96. Keywords-Guided Abstractive Sentence Summarization ↗Haoran Li, Junnan Zhu, Jiajun Zhang et al.79 citations
  97. Kriging Convolutional Networks ↗Gabriel Appleby, Linfeng Liu, Liping Liu79 citations
  98. iFAN: Image-Instance Full Alignment Networks for Adaptive Object Detection ↗Chenfan Zhuang, Xintong Han, Weilin Huang et al.79 citations
  99. Adversarial Deep Network Embedding for Cross-Network Node Classification ↗Xiao Xia Shen, Quanyu Dai, Fu-Lai Chung et al.78 citations
  100. Attribute Propagation Network for Graph Zero-Shot Learning ↗Lu Liu, Tianyi Zhou, Guodong Long et al.78 citations

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