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

1,863 papers · page 7 of 19 · the most cited first · ← Proceedings of the AAAI Conference on Artificial Intelligence 2020

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  1. Ladder Loss for Coherent Visual-Semantic Embedding ↗Mo Zhou, Zhenxing Niu, Le Wang et al.34 citations
  2. Leveraging Multi-View Image Sets for Unsupervised Intrinsic Image Decomposition and Highlight Separation ↗Renjiao Yi, Ping Tan, Stephen Ching-Feng Lin34 citations
  3. Polynomial Matrix Completion for Missing Data Imputation and Transductive Learning ↗Jicong Fan, Yuqian Zhang, Madeleine Udell34 citations
  4. Reinforced Curriculum Learning on Pre-Trained Neural Machine Translation Models ↗Mingjun M. Zhao, Haijiang Wu, Di Niu et al.34 citations
  5. Robust Named Entity Recognition with Truecasing Pretraining ↗Stephen Mayhew, Nitish Gupta, Dan Roth34 citations
  6. Unsupervised Domain Adaptation on Reading Comprehension ↗Yu Hua Cao, Meng Fang, Baosheng Yu et al.34 citations
  7. Unsupervised Nonlinear Feature Selection from High-Dimensional Signed Networks ↗Qiang Huang, Tingyu Xia, Huiyan Sun et al.34 citations
  8. Who Did They Respond to? Conversation Structure Modeling Using Masked Hierarchical Transformer ↗Henghui Zhu, Feng Nan, Zhiguo Wang et al.34 citations
  9. Attending to Entities for Better Text Understanding ↗Pengxiang Cheng, Katrin Erk33 citations
  10. CF-LSTM: Cascaded Feature-Based Long Short-Term Networks for Predicting Pedestrian Trajectory ↗Yi Xu, Jing Yang, Shaoyi Du33 citations
  11. Enumerating Maximal k-Plexes with Worst-Case Time Guarantee ↗Yi Zhou, Jingwei Xu, Zhenyu Guo et al.33 citations
  12. Learning Feature Interactions with Lorentzian Factorization Machine ↗Canran Xu, Ming Feng Wu33 citations
  13. Multi-Scale Anomaly Detection on Attributed Networks ↗Leonardo Gutiérrez-Gómez, Alexandre Bovet, Jean‐Charles Delvenne33 citations
  14. PIQA: Reasoning about Physical Commonsense in Natural LanguageYonatan Bisk, Rowan Zellers, Ronan Joseph Le Bras et al.33 citations · our summary
  15. PsyNet: Self-Supervised Approach to Object Localization Using Point Symmetric Transformation ↗Kyungjune Baek, Minhyun Lee, Hyunjung Shim33 citations
  16. Quantized Compressive Sampling of Stochastic Gradients for Efficient Communication in Distributed Deep Learning ↗Afshin Abdi, Faramarz Fekri33 citations
  17. Real-Time Object Tracking via Meta-Learning: Efficient Model Adaptation and One-Shot Channel Pruning ↗Ilchae Jung, Kihyun You, Hyeonwoo Noh et al.33 citations
  18. Sequential Recommendation with Relation-Aware Kernelized Self-Attention ↗Mingi Ji, Weonyoung Joo, Kyungwoo Song et al.33 citations
  19. Transparent Classification with Multilayer Logical Perceptrons and Random Binarization ↗Zhuo Wang, Wei Zhang, Ning Liu et al.33 citations
  20. Algorithmic Bias in Recidivism Prediction: A Causal Perspective (Student Abstract) ↗Aria Khademi, Vasant Honavar32 citations
  21. HAL: Improved Text-Image Matching by Mitigating Visual Semantic Hubs ↗Fangyu Liu, Rongtian Ye, Xun Wang et al.32 citations
  22. MRI Reconstruction with Interpretable Pixel-Wise Operations Using Reinforcement Learning ↗Wentian Li, Xidong Feng, Haotian An et al.32 citations
  23. Reasoning about Political Bias in Content Moderation ↗Shan Jiang, Ronald E. Robertson, Christo Wilson32 citations
  24. RobuTrans: A Robust Transformer-Based Text-to-Speech Model ↗Naihan Li, Yanqing Liu, Yu Wu et al.32 citations
  25. Robust Federated Learning via Collaborative Machine Teaching ↗Yufei Han, Xiangliang Zhang32 citations
  26. Spherical Criteria for Fast and Accurate 360° Object Detection ↗Pengyu Zhao, Ansheng You, Yuanxing Zhang et al.32 citations
  27. SubSpace Capsule Network ↗Marzieh Edraki, Nazanin Rahnavard, Mubarak Shah32 citations
  28. Subset Selection by Pareto Optimization with Recombination ↗Chao Qian, Chao Bian, Chao Feng32 citations
  29. Towards Certificated Model Robustness Against Weight Perturbations ↗Tsui-Wei Weng, Pu Zhao, Sijia Liu et al.32 citations
  30. Unsupervised Domain Adaptation via Discriminative Manifold Embedding and Alignment ↗You-Wei Luo, Chuan-Xian Ren, Pengfei Ge et al.32 citations
  31. Visual Dialogue State Tracking for Question Generation ↗Wei Pang, Xiaojie Wang32 citations
  32. When Low Resource NLP Meets Unsupervised Language Model: Meta-Pretraining then Meta-Learning for Few-Shot Text Classification (Student Abstract) ↗Shumin Deng, Ningyu Zhang, Zhanlin Sun et al.32 citations
  33. Active Goal Recognition ↗Maayan Shvo, Sheila A. McIlraith31 citations
  34. Arena: A General Evaluation Platform and Building Toolkit for Multi-Agent Intelligence ↗Yuhang Song, Andrzej Wojcicki, Thomas Lukasiewicz et al.31 citations
  35. Complementary-View Multiple Human Tracking ↗Ruize Han, Wei Feng, Jiewen Zhao et al.31 citations
  36. Contextual Parameter Generation for Knowledge Graph Link Prediction ↗George Stoica, Otilia Stretcu, Emmanouil Antonios Platanios et al.31 citations
  37. DWM: A Decomposable Winograd Method for Convolution Acceleration ↗Di Huang, Xishan Zhang, Rui Zhang et al.31 citations
  38. Deep Reservoir Computing Meets 5G MIMO-OFDM Systems in Symbol Detection ↗Zhou Zhou, Lingjia Liu, Vikram Chandrasekhar et al.31 citations
  39. Dynamic Programming for Predict+Optimise ↗Emir Demirović, Peter J. Stuckey, Tias Guns et al.31 citations
  40. Dynamic Reward-Based Dueling Deep Dyna-Q: Robust Policy Learning in Noisy Environments ↗Yangyang Zhao, Zhenyu Wang, Kai Yin et al.31 citations
  41. EC-GAN: Inferring Brain Effective Connectivity via Generative Adversarial Networks ↗Jinduo Liu, Junzhong Ji, Guangxu Xun et al.31 citations
  42. Generative Adversarial Networks for Video-to-Video Domain Adaptation ↗Jiawei Chen, Yuexiang Li, Kai Ma et al.31 citations
  43. Global Greedy Dependency Parsing ↗Zuchao Li, Hai Yan Zhao, Kevin Parnow31 citations
  44. Improving Domain-Adapted Sentiment Classification by Deep Adversarial Mutual Learning ↗Qianming Xue, Wei Zhang, Hongyuan Zha31 citations
  45. Joint Adversarial Learning for Domain Adaptation in Semantic Segmentation ↗Yixin Zhang, Zilei Wang31 citations
  46. PSENet: Psoriasis Severity Evaluation Network ↗Yi Li, Zhe Wu, Shuang Zhao et al.31 citations
  47. Pay Your Trip for Traffic Congestion: Dynamic Pricing in Traffic-Aware Road Networks ↗Lisi Chen, Shuo Shang, Bin Yao et al.31 citations
  48. Repetitive Reprediction Deep Decipher for Semi-Supervised Learning ↗Guohua Wang, Jianxin Wu31 citations
  49. Semi-Supervised Streaming Learning with Emerging New Labels ↗Yong-Nan Zhu, Yu-Feng Li31 citations
  50. Automatic Building and Labeling of HD Maps with Deep Learning ↗Mahdi Elhousni, Yecheng Lyu, Ziming Zhang et al.30 citations
  51. Deep Reinforcement Learning for Active Human Pose Estimation ↗Erik Gärtner, Aleksis Pirinen, Cristian Sminchisescu30 citations
  52. Document Summarization with VHTM: Variational Hierarchical Topic-Aware Mechanism ↗Xiyan Fu, Jun Wang, Jinghan Zhang et al.30 citations
  53. Enhancing Pointer Network for Sentence Ordering with Pairwise Ordering Predictions ↗Yongjing Yin, Fandong Meng, Jinsong Su et al.30 citations
  54. Joint Entity and Relation Extraction with a Hybrid Transformer and Reinforcement Learning Based Model ↗Ya Xiao, Chengxiang Tan, Zhijie Fan et al.30 citations
  55. Learning to Compare for Better Training and Evaluation of Open Domain Natural Language Generation Models ↗Wangchunshu Zhou, Ke Xu30 citations
  56. Look One and More: Distilling Hybrid Order Relational Knowledge for Cross-Resolution Image Recognition ↗Shiming Ge, Kangkai Zhang, Haolin Liu et al.30 citations
  57. Monte Carlo Tree Search in Continuous Spaces Using Voronoi Optimistic Optimization with Regret Bounds ↗Beomjoon Kim, Kyungjae Lee, Sungbin Lim et al.30 citations
  58. Parsing as Pretraining ↗David Vilares, Michalina Strzyz, Anders Søgaard et al.30 citations
  59. Predicting Propositional Satisfiability via End-to-End Learning ↗Chris Cameron, Rex Chen, Jason Hartford et al.30 citations
  60. Relation-Guided Spatial Attention and Temporal Refinement for Video-Based Person Re-Identification ↗Xingze Li, Wengang Zhou, Yun Zhou et al.30 citations
  61. Understanding and Improving Proximity Graph Based Maximum Inner Product Search ↗Jie Liu, Xiao Yan, Xinyan Dai et al.30 citations
  62. ADDMC: Weighted Model Counting with Algebraic Decision Diagrams ↗Jeffrey M. Dudek, Vu Phan, Moshe Y. Vardi29 citations
  63. Beyond Digital Domain: Fooling Deep Learning Based Recognition System in Physical World ↗Kaichen Yang, Tzungyu Tsai, Honggang Yu et al.29 citations
  64. Bi-Objective Continual Learning: Learning ‘New’ While Consolidating ‘Known’ ↗Xiaoyu Tao, Xiaopeng Hong, Xinyuan Chang et al.29 citations
  65. EFANet: Exchangeable Feature Alignment Network for Arbitrary Style Transfer ↗Zhijie Wu, Chunjin Song, Yang Zhou et al.29 citations
  66. Enhancing Personalized Trip Recommendation with Attractive Routes ↗Jiqing Gu, Chao Song, Wenjun Jiang et al.29 citations
  67. FAN-Face: a Simple Orthogonal Improvement to Deep Face Recognition ↗Jing Yang, Adrian Bulat, Georgios Tzimiropoulos29 citations
  68. Frame-Guided Region-Aligned Representation for Video Person Re-Identification ↗Zengqun Chen, Zhiheng Zhou, Junchu Huang et al.29 citations
  69. Generalizable Resource Allocation in Stream Processing via Deep Reinforcement Learning ↗Xiang Ni, Jing Li, Mo Yu et al.29 citations
  70. Interactive Dual Generative Adversarial Networks for Image Captioning ↗Junhao Liu, Kai Wang, Chunpu Xu et al.29 citations
  71. Joint Parsing and Generation for Abstractive Summarization ↗Kaiqiang Song, Logan Lebanoff, Qipeng Guo et al.29 citations
  72. On the Anatomy of MCMC-Based Maximum Likelihood Learning of Energy-Based Models ↗Erik Nijkamp, Mitch Hill, Tian Han et al.29 citations
  73. Outlier Detection Ensemble with Embedded Feature Selection ↗Li Cheng, Yijie Wang, Xinwang Liu et al.29 citations
  74. Posterior-GAN: Towards Informative and Coherent Response Generation with Posterior Generative Adversarial Network ↗Shaoxiong Feng, Hongshen Chen, Kan Li et al.29 citations
  75. Relation Extraction Exploiting Full Dependency Forests ↗Lifeng Jin, Linfeng Song, Yue Zhang et al.29 citations
  76. Reshaping Diverse Planning ↗Michael Katz, Shirin Sohrabi29 citations
  77. Single Camera Training for Person Re-Identification ↗Tianyu Zhang, Lingxi Xie, Longhui Wei et al.29 citations
  78. Symbolic Top-k Planning ↗David Speck, Robert Mattmüller, Bernhard Nebel29 citations
  79. Topic Modeling on Document Networks with Adjacent-Encoder ↗Ce Zhang, Hady Wirawan Lauw29 citations
  80. Towards Zero-Shot Learning for Automatic Phonemic Transcription ↗Xinjian Li, Siddharth Dalmia, David R. Mortensen et al.29 citations
  81. Understanding Medical Conversations with Scattered Keyword Attention and Weak Supervision from Responses ↗Xiaoming Shi, Haifeng Hu, Wanxiang Che et al.29 citations
  82. Variational Pathway Reasoning for EEG Emotion Recognition ↗Tong Zhang, Zhen Cui, Chunyan Xu et al.29 citations
  83. Fast Nonparametric Estimation of Class Proportions in the Positive-Unlabeled Classification Setting ↗Daniel Zeiberg, Shantanu Jain, Predrag Radivojac A28 citations
  84. LATTE: Latent Type Modeling for Biomedical Entity Linking ↗Ming Zhu, Busra Celikkaya, Parminder Bhatia et al.28 citations
  85. MultiSumm: Towards a Unified Model for Multi-Lingual Abstractive Summarization ↗Yue Cao, Xiaojun Wan, Jin-Ge Yao et al.28 citations
  86. Neural Question Generation with Answer Pivot ↗Bingning Wang, Xiaochuan Wang, Ting Tao et al.28 citations
  87. Predicting AC Optimal Power Flows: Combining Deep Learning and Lagrangian Dual Methods ↗Ferdinando Fioretto, Terrence W. K. Mak, Pascal Van Hentenryck28 citations
  88. Scale-Wise Convolution for Image Restoration ↗Yuchen Fan, Jiahui Yu, Ding Liu et al.28 citations
  89. Software Testing for Machine Learning ↗Dusica Marijan, Arnaud Gotlieb B28 citations
  90. Top-Quality Planning: Finding Practically Useful Sets of Best Plans ↗Michael Katz, Shirin Sohrabi, Octavian Udrea28 citations
  91. A Simple and Efficient Tensor Calculus ↗Sören Laue, Matthias Mitterreiter, Joachim Giesen27 citations
  92. Adversarial Dynamic Shapelet Networks ↗Qianli Ma, Wanqing Zhuang, Sen Li et al.27 citations
  93. An Interactive Regret-Based Genetic Algorithm for Solving Multi-Objective Combinatorial Optimization Problems ↗Nawal Benabbou, Cassandre Leroy, Thibaut Lust27 citations
  94. Controlling Neural Machine Translation Formality with Synthetic Supervision ↗Xing Niu, Marine Jacinthe Carpuat27 citations
  95. D-Agree: Crowd Discussion Support System Based on Automated Facilitation Agent ↗Takayuki Itō, Shota Suzuki, Naoko Yamaguchi et al.27 citations
  96. Distraction-Aware Feature Learning for Human Attribute Recognition via Coarse-to-Fine Attention Mechanism ↗Mingda Wu, Di Huang, Yuanfang Guo et al.27 citations
  97. Efficient Automatic CASH via Rising Bandits ↗Yang Li, Jiawei Jiang, Jinyang Gao et al.27 citations
  98. Explicit Sentence Compression for Neural Machine Translation ↗Zuchao Li, Rui Wang, Kehai Chen et al.27 citations
  99. Feedback-Based Self-Learning in Large-Scale Conversational AI Agents ↗Pragaash Ponnusamy, Alireza Roshan Ghias, Chenlei Guo et al.27 citations
  100. Hide-and-Tell: Learning to Bridge Photo Streams for Visual Storytelling ↗YunJae Jung, Dahun Kim, Sanghyun Woo et al.27 citations

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