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

1,863 papers · page 5 of 19 · the most cited first · ← Proceedings of the AAAI Conference on Artificial Intelligence 2020

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  1. Learning Part Generation and Assembly for Structure-Aware Shape Synthesis ↗Jun Li, Chengjie Niu, Kai Xu58 citations
  2. SemSUM: Semantic Dependency Guided Neural Abstractive Summarization ↗Hanqi Jin, Tianming Wang, Xiaojun Wan58 citations
  3. Hindi-English Hate Speech Detection: Author Profiling, Debiasing, and Practical Perspectives ↗Shivang Chopra, Ramit Sawhney, Puneet Mathur et al.57 citations
  4. Logo-2K+: A Large-Scale Logo Dataset for Scalable Logo Classification ↗Jing Wang, Weiqing Min, Sujuan Hou et al.57 citations
  5. RDSNet: A New Deep Architecture forReciprocal Object Detection and Instance Segmentation ↗Shaoru Wang, Yongchao Gong, Junliang Xing et al.57 citations
  6. Rule-Guided Compositional Representation Learning on Knowledge Graphs ↗Guanglin Niu, Yongfei Zhang, Bo Hu Li et al.57 citations
  7. Show, Recall, and Tell: Image Captioning with Recall Mechanism ↗Li Wang, Zechen Bai, Yonghua Zhang et al.57 citations
  8. What Makes A Good Story? Designing Composite Rewards for Visual Storytelling ↗Junjie Hu, Yu Cheng, Zhe Gan et al.57 citations
  9. Fine-Grained Fashion Similarity Learning by Attribute-Specific Embedding Network ↗Zhe Ma, Jianfeng Dong, Zhongzi Long et al.56 citations
  10. RefNet: A Reference-Aware Network for Background Based Conversation ↗Chuan Meng, Pengjie Ren, Zhumin Chen et al.56 citations
  11. Reinforcement Learning from Imperfect Demonstrations under Soft Expert Guidance ↗Mingxuan Jing, Xiaojian Ma, Wenbing Huang et al.56 citations
  12. SOGNet: Scene Overlap Graph Network for Panoptic Segmentation ↗Yibo Yang, Hongyang Li, Xia Li et al.56 citations
  13. Towards Better Forecasting by Fusing Near and Distant Future Visions ↗Jiezhu Cheng, Kaizhu Huang, Zibin Zheng56 citations
  14. Type-Aware Anchor Link Prediction across Heterogeneous Networks Based on Graph Attention Network ↗Xiaoxue Li, Yanmin Shang, Yanan Cao et al.56 citations
  15. Improving Question Generation with Sentence-Level Semantic Matching and Answer Position Inferring ↗Xiyao Ma, Qile Zhu, Yanlin Zhou et al.55 citations
  16. Minimizing the Bag-of-Ngrams Difference for Non-Autoregressive Neural Machine Translation ↗Chenze Shao, Jinchao Zhang, Yang Feng et al.55 citations
  17. Neural Architecture Search Using Deep Neural Networks and Monte Carlo Tree Search ↗Linnan Wang, Yiyang Zhao, Yuu Jinnai et al.55 citations
  18. Reinforcement Mechanism Design: With Applications to Dynamic Pricing in Sponsored Search Auctions ↗Weiran Shen, Binghui Peng, Hanpeng Liu et al.55 citations
  19. Relational Learning for Joint Head and Human Detection ↗Cheng Chi, Shifeng Zhang, Junliang Xing et al.55 citations
  20. TextNAS: A Neural Architecture Search Space Tailored for Text Representation ↗Yujing Wang, Yaming Yang, Yiren Chen et al.55 citations
  21. A Distributed Multi-Sensor Machine Learning Approach to Earthquake Early Warning ↗Kevin Fauvel, Daniel Balouek‐Thomert, Diego Melgar et al.54 citations
  22. CD-UAP: Class Discriminative Universal Adversarial Perturbation ↗Chaoning Zhang, Philipp Benz, Tooba Imtiaz et al.54 citations
  23. Cross-Lingual Pre-Training Based Transfer for Zero-Shot Neural Machine Translation ↗Baijun Ji, Zhirui Zhang, Xiangyu Duan et al.54 citations
  24. Explainable Reinforcement Learning through a Causal Lens ↗Prashan Madumal, Tim Miller, Liz Sonenberg et al.54 citations
  25. FastLAS: Scalable Inductive Logic Programming Incorporating Domain-Specific Optimisation Criteria ↗Mark Law, Alessandra Russo, Elisa Bertino et al.54 citations
  26. Grapy-ML: Graph Pyramid Mutual Learning for Cross-Dataset Human Parsing ↗Haoyu He, Jing Zhang, Qiming Zhang et al.54 citations
  27. SK-Net: Deep Learning on Point Cloud via End-to-End Discovery of Spatial Keypoints ↗Weikun Wu, Yan Zhang, David Wang et al.54 citations
  28. Efficient Inference of Optimal Decision Trees ↗Florent Avellaneda53 citations
  29. Facial Action Unit Intensity Estimation via Semantic Correspondence Learning with Dynamic Graph Convolution ↗Yingruo Fan, Jacqueline C. K. Lam, Victor O. K. Li53 citations
  30. Incorporating Expert-Based Investment Opinion Signals in Stock Prediction: A Deep Learning Framework ↗Heyuan Wang, Tengjiao Wang, Yi Li53 citations
  31. Instance Enhancement Batch Normalization: An Adaptive Regulator of Batch Noise ↗Senwei Liang, Zhongzhan Huang, Mingfu Liang et al.53 citations
  32. Lessons Learned from Teaching Machine Learning and Natural Language Processing to High School Students ↗Narges Norouzi, Snigdha Chaturvedi, Matthew Rutledge53 citations
  33. ParamE: Regarding Neural Network Parameters as Relation Embeddings for Knowledge Graph Completion ↗Feihu Che, Dawei Zhang, Jianhua Tao et al.53 citations
  34. Partial Label Learning with Batch Label Correction ↗Yan Yan, Yuhong Guo53 citations
  35. Relation Extraction with Convolutional Network over Learnable Syntax-Transport Graph ↗Kai Sun, Richong Zhang, Yongyi Mao et al.53 citations
  36. Storytelling from an Image Stream Using Scene Graphs ↗Ruize Wang, Zhongyu Wei, Piji Li et al.53 citations
  37. Tensor Completion for Weakly-Dependent Data on Graph for Metro Passenger Flow Prediction ↗Ziyue Li, Nurettin Dorukhan Sergin, Hao Yan et al.53 citations
  38. A Cluster-Weighted Kernel K-Means Method for Multi-View Clustering ↗Jing Liu, Fuyuan Cao, Xiao‐Zhi Gao et al.52 citations
  39. Age Progression and Regression with Spatial Attention Modules ↗Qi Li, Yunfan Liu, Zhenan Sun52 citations
  40. FASTER Recurrent Networks for Efficient Video Classification ↗Linchao Zhu, Du Tran, Laura Sevilla-Lara et al.52 citations
  41. GTNet: Generative Transfer Network for Zero-Shot Object Detection ↗Shizhen Zhao, Changxin Gao, Yuanjie Shao et al.52 citations
  42. Google Research Football: A Novel Reinforcement Learning Environment ↗Karol Kurach, Anton Raichuk, Piotr Stańczyk et al.52 citations
  43. One-Shot Image Classification by Learning to Restore Prototypes ↗Wanqi Xue, Wei Wang52 citations
  44. PEIA: Personality and Emotion Integrated Attentive Model for Music Recommendation on Social Media Platforms ↗Tiancheng Shen, Jia Jia, Yan Li et al.52 citations
  45. Adversarial Training Based Multi-Source Unsupervised Domain Adaptation for Sentiment Analysis ↗Yong Dai, Jian Liu, Xiancong Ren et al.51 citations
  46. Cascading Convolutional Color Constancy ↗Huanglin Yu, Ke Chen, Kaiqi Wang et al.51 citations
  47. Deep Discriminative CNN with Temporal Ensembling for Ambiguously-Labeled Image Classification ↗Yao Yao, Jiehui Deng, Xiuhua Chen et al.51 citations
  48. Graph LSTM with Context-Gated Mechanism for Spoken Language Understanding ↗Linhao Zhang, Dehong Ma, Xiaodong Zhang et al.51 citations
  49. High Performance Depthwise and Pointwise Convolutions on Mobile Devices ↗Pengfei Zhang, Eric Lo, Baotong Lu51 citations
  50. Just Ask: An Interactive Learning Framework for Vision and Language Navigation ↗Ta-Chung Chi, Minmin Shen, Mihail Eric et al.51 citations
  51. MIMAMO Net: Integrating Micro- and Macro-Motion for Video Emotion Recognition ↗Didan Deng, Zhaokang Chen, Yuqian Zhou et al.51 citations
  52. Weakly Supervised Disentanglement by Pairwise Similarities ↗Junxiang Chen, Kayhan N. Batmanghelich51 citations
  53. Attentive Experience Replay ↗Peiquan Sun, Wengang Zhou, Houqiang Li50 citations
  54. Channel Pruning Guided by Classification Loss and Feature Importance ↗Jinyang Guo, Wanli Ouyang, Dong Xu50 citations
  55. Control Flow Graph Embedding Based on Multi-Instance Decomposition for Bug Localization ↗Xuan Huo, Ming Li, Zhi-Hua Zhou50 citations
  56. Few Shot Network Compression via Cross Distillation ↗Haoli Bai, Jiaxiang Wu, Irwin King et al.50 citations
  57. Importance-Aware Semantic Segmentation in Self-Driving with Discrete Wasserstein Training ↗Xiaofeng Liu, Yuzhuo Han, Song Bai et al.50 citations
  58. Joint Learning of Answer Selection and Answer Summary Generation in Community Question Answering ↗Yang Deng, Wai Pang Lam, Yuexiang Xie et al.50 citations
  59. End-to-End Argumentation Knowledge Graph Construction ↗Khalid Al‐Khatib, Yufang Hou, Henning Wachsmuth et al.49 citations
  60. FLNet: Landmark Driven Fetching and Learning Network for Faithful Talking Facial Animation Synthesis ↗Kuangxiao Gu, Yuqian Zhou, Thomas S. Huang49 citations
  61. Image Cropping with Composition and Saliency Aware Aesthetic Score Map ↗Yi Tu, Li Niu, Weijie Zhao et al.49 citations
  62. Multi-View Partial Multi-Label Learning with Graph-Based Disambiguation ↗Ze-Sen Chen, Xuan Wu, Qing-Guo Chen et al.49 citations
  63. Sparsity-Inducing Binarized Neural Networks ↗Peisong Wang, Xiangyu He, Gang Li et al.49 citations
  64. A Frank-Wolfe Framework for Efficient and Effective Adversarial Attacks ↗Jinghui Chen, Dongruo Zhou, Jinfeng Yi et al.48 citations
  65. A Spherical Convolution Approach for Learning Long Term Viewport Prediction in 360 Immersive Video ↗Chenglei Wu, Rui-Xiao Zhang, Zhi Wang et al.48 citations
  66. Controlling the Amount of Verbatim Copying in Abstractive Summarization ↗Kaiqiang Song, Bingqing Wang, Zhe Feng et al.48 citations
  67. DeepDualMapper: A Gated Fusion Network for Automatic Map Extraction Using Aerial Images and Trajectories ↗Hao Wu, Hanyuan Zhang, Xinyu Zhang et al.48 citations
  68. Fractional Skipping: Towards Finer-Grained Dynamic CNN Inference ↗Jianghao Shen, Yue Wang, Pengfei Xu et al.48 citations
  69. GraphER: Token-Centric Entity Resolution with Graph Convolutional Neural Networks ↗Bing Li, Wei Wang, Yifang Sun et al.48 citations
  70. Learning Diverse Stochastic Human-Action Generators by Learning Smooth Latent Transitions ↗Zhenyi Wang, Ping Yu, Yang Zhao et al.48 citations
  71. Dual Relation Semi-Supervised Multi-Label Learning ↗Lichen Wang, Yunyu Liu, Can Qin et al.47 citations
  72. Joint Commonsense and Relation Reasoning for Image and Video Captioning ↗Jingyi Hou, Xinxiao Wu, Xiaoxun Zhang et al.47 citations
  73. MA-DST: Multi-Attention-Based Scalable Dialog State Tracking ↗Adarsh Kumar, Peter Ku, Anuj Kumar Goyal et al.47 citations
  74. Pyramid Attention Aggregation Network for Semantic Segmentation of Surgical Instruments ↗Zhen-Liang Ni, Gui‐Bin Bian, Guan-An Wang et al.47 citations
  75. Replicate, Walk, and Stop on Syntax: An Effective Neural Network Model for Aspect-Level Sentiment Classification ↗Yaowei Zheng, Richong Zhang, Samuel Mensah et al.47 citations
  76. Top-Down RST Parsing Utilizing Granularity Levels in Documents ↗Naoki Kobayashi, Tsutomu Hirao, Hidetaka Kamigaito et al.47 citations
  77. An Efficient Framework for Dense Video Captioning ↗Maitreya Suin, Ambasamudram Narayanan Rajagopalan46 citations
  78. Convolutional Hierarchical Attention Network for Query-Focused Video Summarization ↗Shuwen Xiao, Zhou Li Zhao, Zijian Zhang et al.46 citations
  79. DGCN: Dynamic Graph Convolutional Network for Efficient Multi-Person Pose Estimation ↗Zhongwei Qiu, Kai Qiu, Jianlong Fu et al.46 citations
  80. Distributed Machine Learning through Heterogeneous Edge Systems ↗Hanpeng Hu, Dan Wang, Chuan Wu46 citations
  81. Guiding Attention in Sequence-to-Sequence Models for Dialogue Act Prediction ↗Pierre Colombo, Émile Chapuis, Matteo Manica et al.46 citations
  82. Overcoming Catastrophic Forgetting by Neuron-Level Plasticity Control ↗Inyoung Paik, Sangjun Oh, Tae-Yeong Kwak et al.46 citations
  83. SetRank: A Setwise Bayesian Approach for Collaborative Ranking from Implicit Feedback ↗Chao Wang, Hengshu Zhu, Chen Zhu et al.46 citations
  84. Context Modulated Dynamic Networks for Actor and Action Video Segmentation with Language Queries ↗Hao Wang, Cheng Dan Deng, Fan Ma et al.45 citations
  85. GraLSP: Graph Neural Networks with Local Structural Patterns ↗Yilun Jin, Guojie Song, Chuan Shi45 citations
  86. High-Order Residual Network for Light Field Super-Resolution ↗Nan Meng, Xiaofei Wu, Jianzhuang Liu et al.45 citations
  87. Integrating Deep Learning with Logic Fusion for Information Extraction ↗Wenya Wang, Sinno Jialin Pan45 citations
  88. MOSS: End-to-End Dialog System Framework with Modular Supervision ↗Weixin Liang, Youzhi Tian, Chengcai Chen et al.45 citations
  89. Multi-Fidelity Multi-Objective Bayesian Optimization: An Output Space Entropy Search Approach ↗Syrine Belakaria, Aryan Deshwal, Janardhan Rao Doppa45 citations
  90. Reinforcement Learning Based Meta-Path Discovery in Large-Scale Heterogeneous Information Networks ↗Guojia Wan, Bo Du, Shirui Pan et al.45 citations
  91. Towards Oracle Knowledge Distillation with Neural Architecture Search ↗Min Soo Kang, Jonghwan Mun, Bohyung Han45 citations
  92. Two-Level Transformer and Auxiliary Coherence Modeling for Improved Text Segmentation ↗Goran Glavašš, Swapna Somasundaran45 citations
  93. Visualizing Deep Networks by Optimizing with Integrated Gradients ↗Zhongang Qi, Saeed Khorram, Li Fuxin45 citations
  94. A Variational Autoencoder with Deep Embedding Model for Generalized Zero-Shot Learning ↗Peirong Ma, Xiao Guang Hu44 citations
  95. An Annotation Sparsification Strategy for 3D Medical Image Segmentation via Representative Selection and Self-Training ↗Hao Zheng, Yizhe Zhang, Lin Yang et al.44 citations
  96. Deep Reinforcement Learning for General Game Playing ↗Adrian Goldwaser, Michael Thielscher44 citations
  97. Discourse Level Factors for Sentence Deletion in Text Simplification ↗Yang Zhong, Chao Jiang, Wei Hong Xu et al.44 citations
  98. Learning on the Job: Online Lifelong and Continual Learning ↗Bing Liu44 citations
  99. Multi-Label Patent Categorization with Non-Local Attention-Based Graph Convolutional Network ↗Pingjie Tang, Meng Jiang, Bryan Xia et al.44 citations
  100. Multi-Task Self-Supervised Learning for Disfluency Detection ↗Shaolei Wang, Wangxiang Che, Qi Liu et al.44 citations

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