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

1,863 papers · page 2 of 19 · the most cited first · ← Proceedings of the AAAI Conference on Artificial Intelligence 2020

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  1. A Coarse-to-Fine Adaptive Network for Appearance-Based Gaze Estimation ↗Yihua Cheng, Shiyao Huang, Fei Wang et al.184 citations
  2. Adaptive Unimodal Cost Volume Filtering for Deep Stereo Matching ↗Youmin Zhang, Yimin Chen, Xiao Ping Bai et al.184 citations
  3. Graph Transformer for Graph-to-Sequence Learning ↗Deng Cai, Wai Pang Lam184 citations
  4. Graph-Based Reasoning over Heterogeneous External Knowledge for Commonsense Question Answering ↗Shangwen Lv, Daya Guo, Jingjing Xu et al.183 citations
  5. Mis-Classified Vector Guided Softmax Loss for Face Recognition ↗Xiaobo Wang, Shifeng Zhang, Shuo Wang et al.181 citations
  6. Temporally Grounding Language Queries in Videos by Contextual Boundary-Aware Prediction ↗Jingwen Wang, Lin Ma, Wenhao Jiang181 citations
  7. Motion-Attentive Transition for Zero-Shot Video Object Segmentation ↗Tianfei Zhou, Shunzhou Wang, Yi Zhou et al.179 citations
  8. Pose-Guided Multi-Granularity Attention Network for Text-Based Person Search ↗Ya Jing, Chenyang Si, Junbo Wang et al.179 citations
  9. Natural Image Matting via Guided Contextual Attention ↗Yaoyi Li, Hongtao Lu178 citations
  10. Gated Fully Fusion for Semantic Segmentation ↗Xiangtai Li, Houlong Zhao, Lei Han et al.177 citations
  11. Non-Local U-Nets for Biomedical Image Segmentation ↗Zhengyang Wang, Na Zou, Dinggang G. Shen et al.177 citations
  12. Adaptive Factorization Network: Learning Adaptive-Order Feature Interactions ↗Weiyu Cheng, Yanyan Shen, Linpeng Huang176 citations
  13. Optimal Feature Transport for Cross-View Image Geo-Localization ↗Yujiao Shi, Xin Feng Yu, Liu Liu et al.176 citations
  14. Efficient Heterogeneous Collaborative Filtering without Negative Sampling for Recommendation ↗Chong Chen, Min Zhang, Yongfeng Zhang et al.174 citations
  15. Gait Recognition for Co-Existing Multiple People Using Millimeter Wave Sensing ↗Zhen Meng, Song Fu, Jie Yan et al.174 citations
  16. AtLoc: Attention Guided Camera Localization ↗Bing Wang, Changhao Chen, Chris Xiaoxuan Lu et al.173 citations
  17. ICD Coding from Clinical Text Using Multi-Filter Residual Convolutional Neural Network ↗Fei Li, Hong Qing Yu173 citations
  18. Adversarial-Learned Loss for Domain Adaptation ↗Minghao Chen, Shuai Zhao, Xuelong Li et al.172 citations
  19. Asymmetric Co-Teaching for Unsupervised Cross-Domain Person Re-Identification ↗Fengxiang Yang, Ke Li, Zhun Zhong et al.172 citations
  20. Target-Aspect-Sentiment Joint Detection for Aspect-Based Sentiment Analysis ↗Hai Wan, Yufei Yang, Jianfeng Du et al.171 citations
  21. Location-Aware Graph Convolutional Networks for Video Question Answering ↗Deng Yuan Huang, Peihao Chen, Runhao Zeng et al.170 citations
  22. MetaLight: Value-Based Meta-Reinforcement Learning for Traffic Signal Control ↗Xinshi Zang, Huaxiu Yao, Guanjie Zheng et al.169 citations
  23. TreeGen: A Tree-Based Transformer Architecture for Code Generation ↗Zeyu Sun, Qihao Zhu, Yingfei Xiong et al.167 citations
  24. Spatio-Temporal Deformable Convolution for Compressed Video Quality Enhancement ↗Jianing Deng, Li Wang, Shiliang Pu et al.166 citations
  25. Weakly-Supervised Video Moment Retrieval via Semantic Completion Network ↗Zhijie Lin, Zhou Li Zhao, Zhu Zhang et al.166 citations
  26. Reinforcement-Learning Based Portfolio Management with Augmented Asset Movement Prediction States ↗Yunan Ye, Hengzhi Pei, Boxin Wang et al.164 citations
  27. Pyramid Constrained Self-Attention Network for Fast Video Salient Object Detection ↗Yuchao Gu, Lijuan Wang, Ziqin Wang et al.163 citations
  28. Adversarially Robust Distillation ↗Micah Goldblum, Liam Fowl, Soheil Feizi et al.160 citations
  29. Exploratory Combinatorial Optimization with Reinforcement Learning ↗Thomas D. Barrett, William R. Clements, Jakob Foerster et al.159 citations
  30. Knowledge Distillation from Internal Representations ↗Gustavo Aguilar, Ling Yuan, Yu Zhang et al.159 citations
  31. Graph Convolutional Networks with Markov Random Field Reasoning for Social Spammer Detection ↗Yongji Wu, Defu Lian, Yiheng Xu et al.158 citations
  32. Graph Few-Shot Learning via Knowledge Transfer ↗Huaxiu Yao, Chuxu Zhang, Ying Wei et al.157 citations
  33. Rethinking the Bottom-Up Framework for Query-Based Video Localization ↗Long Chen, Chujie Lu, Siliang Tang et al.157 citations
  34. Towards Interpretable Semantic Segmentation via Gradient-Weighted Class Activation Mapping (Student Abstract) ↗Kira Vinogradova, Alexandr Dibrov, Eugene Wimberly Myers157 citations
  35. CASTER: Predicting Drug Interactions with Chemical Substructure Representation ↗Kexin Huang, Cao Xiao, Trong Hoang et al.156 citations
  36. TextScanner: Reading Characters in Order for Robust Scene Text Recognition ↗Zhaoyi Wan, Minghang He, Haoran Chen et al.156 citations
  37. MarioNETte: Few-Shot Face Reenactment Preserving Identity of Unseen Targets ↗Sungjoo Ha, Martin Kersner, Beomsu Kim et al.155 citations
  38. Weak Supervision for Fake News Detection via Reinforcement Learning ↗Yaqing Wang, Weifeng Yang, Fenglong Ma et al.154 citations
  39. Automatically Neutralizing Subjective Bias in Text ↗Reid Pryzant, Richard Diehl Martinez, Nathan Dass et al.152 citations
  40. ConCare: Personalized Clinical Feature Embedding via Capturing the Healthcare Context ↗Liantao Ma, Chaohe Zhang, Yasha Wang et al.152 citations
  41. Dynamic Malware Analysis with Feature Engineering and Feature Learning ↗Zhaoqi Zhang, Panpan Qi, Wei Wang152 citations
  42. Efficient Residual Dense Block Search for Image Super-Resolution ↗Dehua Song, Chang Xu, Xu Jia et al.152 citations
  43. Capturing the Style of Fake News ↗Piotr Przybyła151 citations
  44. Efficient Facial Feature Learning with Wide Ensemble-Based Convolutional Neural Networks ↗Henrique Lopes Siqueira, Sven Magg, Stefan Wermter148 citations
  45. Generate, Segment, and Refine: Towards Generic Manipulation Segmentation ↗Peng Zhou, Bor-Chun Chen, Xintong Han et al.148 citations
  46. A Pre-Training Based Personalized Dialogue Generation Model with Persona-Sparse Data ↗Yinhe Zheng, Rongsheng Zhang, Minlie Huang et al.147 citations
  47. Fine-Grained Recognition: Accounting for Subtle Differences between Similar Classes ↗Guolei Sun, Hisham Cholakkal, Salman Hameed Khan et al.147 citations
  48. Video Cloze Procedure for Self-Supervised Spatio-Temporal Learning ↗Dezhao Luo, Chang Liu, Yu Zhou et al.147 citations
  49. Self-Supervised Learning for Generalizable Out-of-Distribution Detection ↗Sina Mohseni, Mandar Pitale, Jay Yadawa et al.146 citations
  50. Zhorai: Designing a Conversational Agent for Children to Explore Machine Learning Concepts ↗Phoebe Lin, Jessica Van Brummelen, Galit Lukin et al.146 citations
  51. Evaluating Commonsense in Pre-Trained Language Models ↗Xuhui Zhou, Yue Zhang, Leyang Cui et al.144 citations
  52. GTC: Guided Training of CTC towards Efficient and Accurate Scene Text Recognition ↗Wenyang Hu, Xiaocong Cai, Jun Yan Hou et al.144 citations
  53. All You Need Is Boundary: Toward Arbitrary-Shaped Text Spotting ↗Hao Wang, Pu Lu, Hui Zhang et al.143 citations
  54. Attention-Based View Selection Networks for Light-Field Disparity Estimation ↗Yu-Ju Tsai, Yu-Lun Liu, Ming Ouhyoung et al.143 citations
  55. Learning Sparse Sharing Architectures for Multiple Tasks ↗Tianxiang Sun, Yunfan Shao, Xiaonan Li et al.143 citations
  56. Real-Time Emotion Recognition via Attention Gated Hierarchical Memory Network ↗Wenxiang Jiao, Michael Rung-Tsong Lyu, Irwin King143 citations
  57. Task-Oriented Dialog Systems That Consider Multiple Appropriate Responses under the Same Context ↗Yichi Zhang, Zhijian Ou, Zhou Yu143 citations
  58. Latent Emotion Memory for Multi-Label Emotion Classification ↗Hao Fei, Yue Zhang, Yafeng Ren et al.141 citations
  59. Neural Machine Translation with Byte-Level SubwordsChanghan Wang, Kyunghyun Cho, Jiatao Gu140 citations · our summary
  60. Video Frame Interpolation via Deformable Separable Convolution ↗Xianhang Cheng, Zhenzhong Chen138 citations
  61. IPO: Interior-Point Policy Optimization under Constraints ↗Yongshuai Liu, Jiaxin Ding, Xin Liu137 citations
  62. Schema-Guided Multi-Domain Dialogue State Tracking with Graph Attention Neural Networks ↗Lu Chen, Boer Lv, Chi Wang et al.137 citations
  63. Adaptive Quantitative Trading: An Imitative Deep Reinforcement Learning Approach ↗Yang Liu, Qi Liu, Hongke Zhao et al.136 citations
  64. Learning Light Field Angular Super-Resolution via a Geometry-Aware Network ↗Jing Jin, Junhui Hou, Hui Yuan et al.136 citations
  65. 3D Human Pose Estimation Using Spatio-Temporal Networks with Explicit Occlusion Training ↗Yu Cheng, Bo Yang, Bo Wang et al.134 citations
  66. A Restricted Black-Box Adversarial Framework Towards Attacking Graph Embedding Models ↗Heng Chang, Yu Rong, Tingyang Xu et al.134 citations
  67. Progressive Boundary Refinement Network for Temporal Action Detection ↗Qinying Liu, Zilei Wang133 citations
  68. Semantics-Aligned Representation Learning for Person Re-Identification ↗Xin Jin, Cuiling Lan, Wenjun Zeng et al.133 citations
  69. Shape-Aware Organ Segmentation by Predicting Signed Distance Maps ↗Yuan Xue, Hui Tang, Zhi Qiao et al.133 citations
  70. Select, Answer and Explain: Interpretable Multi-Hop Reading Comprehension over Multiple Documents ↗Ming Tu, Kevin Huang, Guangtao Wang et al.132 citations
  71. When AWGN-Based Denoiser Meets Real Noises ↗Yuqian Zhou, Jianbo Jiao, Haibin Huang et al.132 citations
  72. Boundary Enhanced Neural Span Classification for Nested Named Entity Recognition ↗Chuanqi Tan, Wei Qiu, Mosha Chen et al.131 citations
  73. Cross-Lingual Natural Language Generation via Pre-Training ↗Zewen Chi, Dong Li, Furu Wei et al.131 citations
  74. Semi-Supervised Learning under Class Distribution Mismatch ↗Yanbei Chen, Xiatian Zhu, Wei Li et al.131 citations
  75. Multi-Agent Actor-Critic with Hierarchical Graph Attention Network ↗Heechang Ryu, Hayong Shin, Jinkyoo Park130 citations
  76. Hierarchical Contextualized Representation for Named Entity Recognition ↗Ying Luo, Fengshun Xiao, Hai Yan Zhao129 citations
  77. JEC-QA: A Legal-Domain Question Answering Dataset ↗Haoxi Zhong, Chaojun Xiao, Cunchao Tu et al.129 citations
  78. Learning Inverse Depth Regression for Multi-View Stereo with Correlation Cost Volume ↗Qingshan Xu, Wenbing Tao128 citations
  79. Learning to Incorporate Structure Knowledge for Image Inpainting ↗Jie Yang, Zhiquan Qi, Yong Gang Shi128 citations
  80. Planar Prior Assisted PatchMatch Multi-View Stereo ↗Qingshan Xu, Wenbing Tao128 citations
  81. Shallow Feature Based Dense Attention Network for Crowd Counting ↗Yunqi Miao, Zijia Lin, Guiguang Ding et al.128 citations
  82. FlowScope: Spotting Money Laundering Based on Graphs ↗Xiangfeng Li, Shenghua Liu, Zifeng Li et al.127 citations
  83. Learning Signed Network Embedding via Graph Attention ↗Yu Li, Yuan Tian, Jiawei Zhang et al.127 citations
  84. Robust Adversarial Objects against Deep Learning Models ↗Tzungyu Tsai, Kaichen Yang, Tsung-Yi Ho et al.127 citations
  85. Coarse-to-Fine Hyper-Prior Modeling for Learned Image Compression ↗Yueyu Hu, Wenhan Yang, Jiaying Liu126 citations
  86. RiskOracle: A Minute-Level Citywide Traffic Accident Forecasting Framework ↗Zhengyang Zhou, Yang Wang, Xike Xie et al.126 citations
  87. Multi-Component Graph Convolutional Collaborative Filtering ↗Xiao Wang, Ruijia Wang, Chuan Shi et al.125 citations
  88. An Attentional Recurrent Neural Network for Personalized Next Location Recommendation ↗Qing Guo, Zhu Sun, Jie Zhang et al.124 citations
  89. JSNet: Joint Instance and Semantic Segmentation of 3D Point Clouds ↗Lin Fan Zhao, Wenbing Tao124 citations
  90. An End-to-End Visual-Audio Attention Network for Emotion Recognition in User-Generated Videos ↗Sicheng Zhao, Yunsheng Ma, Yang Gu et al.123 citations
  91. Relation Network for Person Re-Identification ↗Hyunjong Park, Bumsub Ham123 citations
  92. Spatio-Temporal Attention-Based Neural Network for Credit Card Fraud Detection ↗Dawei Cheng, Sheng Xiang, Chencheng Shang et al.122 citations
  93. ActiveThief: Model Extraction Using Active Learning and Unannotated Public Data ↗Soham Pal, Yash Gupta, Aditya Shukla et al.121 citations
  94. DATA-GRU: Dual-Attention Time-Aware Gated Recurrent Unit for Irregular Multivariate Time Series ↗Qingxiong Tan, Mang Ye, Baoyao Yang et al.121 citations
  95. Stable Learning via Sample Reweighting ↗Zheyan Shen, Peng Cui, Tong Zhang et al.121 citations
  96. Model Watermarking for Image Processing Networks ↗Jie Zhang, Dongdong Chen, Jing Liao et al.120 citations
  97. Interactive Fiction Games: A Colossal Adventure ↗Matthew Hausknecht, Prithviraj Ammanabrolu, Marc-Alexandre Côté et al.119 citations
  98. Joint Modeling of Local and Global Temporal Dynamics for Multivariate Time Series Forecasting with Missing Values ↗Xianfeng Tang, Huaxiu Yao, Yiwei Sun et al.119 citations
  99. Learning Transferable Adversarial Examples via Ghost Networks ↗Yingwei Li, Song Bai, Yuyin Zhou et al.119 citations
  100. Attention Based Data Hiding with Generative Adversarial Networks ↗Chong Yu118 citations

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