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

2,330 papers · page 4 of 24 · the most cited first · ← Proceedings of the AAAI Conference on Artificial Intelligence 2021

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  1. Semantic MapNet: Building Allocentric Semantic Maps and Representations from Egocentric Views ↗Vincent Cartillier, Zhile Ren, Neha Jain et al.67 citations
  2. StrokeGAN: Reducing Mode Collapse in Chinese Font Generation via Stroke Encoding ↗Jinshan Zeng, Qi Chen, Yunxin Liu et al.67 citations
  3. What the Role is vs. What Plays the Role: Semi-Supervised Event Argument Extraction via Dual Question Answering ↗Yang Zhou, Yubo Chen, Jun Zhao et al.67 citations
  4. Write-a-speaker: Text-based Emotional and Rhythmic Talking-head Generation ↗Lincheng Li, Suzhen Wang, Zhimeng Zhang et al.67 citations
  5. A Controllable Model of Grounded Response Generation ↗Zeqiu Wu, Michel Galley, Chris Brockett et al.66 citations
  6. AI-Infused Collaborative Inquiry in Upper Elementary School: A Game-Based Learning Approach ↗Seung Lee, Bradford Mott, Anne Todd Ottenbreit-Leftwich et al.66 citations
  7. Label Confusion Learning to Enhance Text Classification Models ↗Biyang Guo, Songqiao Han, Han Xiao et al.66 citations
  8. Optimal Proportional Cake Cutting with Connected Pieces ↗Xiaohui Bei, Ning Chen, Xia Hua et al.66 citations
  9. Patch-Wise Attention Network for Monocular Depth Estimation ↗Sihaeng Lee, Janghyeon Lee, Byungju Kim et al.66 citations
  10. Security Games for Controlling Contagion ↗Jason Tsai, Thanh H. Nguyen, Milind Tambe66 citations
  11. A Spin-Glass Model for Semi-Supervised Community Detection ↗Eric Eaton, Rachael A. Mansbach65 citations
  12. Configuration Checking with Aspiration in Local Search for SAT ↗Shaowei Cai, Kaile Su65 citations
  13. Continual Learning for Named Entity Recognition ↗Natawut Monaikul, Giuseppe Castellucci, Simone Filice et al.65 citations
  14. Dynamic Memory based Attention Network for Sequential Recommendation ↗Qiaoyu Tan, Jianwei Zhang, Ninghao Liu et al.65 citations
  15. Generate Your Counterfactuals: Towards Controlled Counterfactual Generation for Text ↗Nishtha Madaan, Inkit Padhi, Naveen Panwar et al.65 citations
  16. Invertible Concept-based Explanations for CNN Models with Non-negative Concept Activation Vectors ↗Ruihan Zhang, Prashan Madumal, Tim Miller et al.65 citations
  17. Question-Driven Span Labeling Model for Aspect–Opinion Pair Extraction ↗Lei Gao, Yulong Wang, Tongcun Liu et al.65 citations
  18. Spatiotemporal Graph Neural Network for Performance Prediction of Photovoltaic Power Systems ↗Ahmad Maroof Karimi, Yinghui Wu, Mehmet Koyutürk et al.65 citations
  19. Symbolic Music Generation with Transformer-GANs ↗Aashiq Muhamed, Liang Li, Xingjian Shi et al.65 citations
  20. A General Offline Reinforcement Learning Framework for Interactive Recommendation ↗Teng Xiao, Donglin Wang64 citations
  21. Guiding Non-Autoregressive Neural Machine Translation Decoding with Reordering Information ↗Qiu Ran, Yankai Lin, Peng Li et al.64 citations
  22. Secure Bilevel Asynchronous Vertical Federated Learning with Backward Updating ↗Qingsong Zhang, Bin Gu, Cheng Dan Deng et al.64 citations
  23. VIVO: Visual Vocabulary Pre-Training for Novel Object Captioning ↗Xiaowei Hu, Xi Peng Yin, Kevin Lin et al.64 citations
  24. A Complexity-of-Strategic-Behavior Comparison between Schulze's Rule and Ranked Pairs ↗David C. Parkes, Lirong Xia63 citations
  25. Aggregated Multi-GANs for Controlled 3D Human Motion Prediction ↗Zhenguang Liu, Kedi Lyu, Shuang Wu et al.63 citations
  26. Amodal Segmentation Based on Visible Region Segmentation and Shape Prior ↗Yuting Xiao, Yanyu Xu, Ziming Zhong et al.63 citations
  27. Cold-start Sequential Recommendation via Meta Learner ↗Yujia Zheng, Siyi Liu, Zekun Li et al.63 citations
  28. Hierarchically and Cooperatively Learning Traffic Signal Control ↗Bingyu Xu, Yaowei Wang, Zhaozhi Wang et al.63 citations
  29. Improving Robustness to Model Inversion Attacks via Mutual Information Regularization ↗Tianhao Wang, Yuheng Zhang, Ruoxi Jia63 citations
  30. Learning Artificial Intelligence: Insights into How Youth Encounter and Build Understanding of AI Concepts ↗Eric Greenwald, Maxyn Leitner, Ning Wang63 citations
  31. Robust Multi-Modality Person Re-identification ↗Aihua Zheng, Zi Wang, Zihan Chen et al.63 citations
  32. Table Header Detection and Classification ↗Jing Fang, Prasenjit Mitra, Zhi Tang et al.63 citations
  33. Adaptive Polling for Information Aggregation ↗Thomas Pfeiffer, Xi Alice Gao, Yiling Chen et al.62 citations
  34. Co-GAT: A Co-Interactive Graph Attention Network for Joint Dialog Act Recognition and Sentiment ClassificationLibo Qin, Zhouyang Li, Wanxiang Che et al.62 citations · our summary
  35. Explaining A Black-box By Using A Deep Variational Information Bottleneck Approach ↗Seojin Bang, Pengtao Xie, Heewook Lee et al.62 citations
  36. Generating Pictorial Storylines Via Minimum-Weight Connected Dominating Set Approximation in Multi-View Graphs ↗Dingding Wang, Tao Li, Mitsunori Ogihara62 citations
  37. Infusing Multi-Source Knowledge with Heterogeneous Graph Neural Network for Emotional Conversation Generation ↗Yunlong Liang, Fandong Meng, Ying Zhang et al.62 citations
  38. Partial-Expansion A* with Selective Node Generation ↗Ariel Felner, Meir Goldenberg, Guni Sharon et al.62 citations
  39. Rethinking Boundaries: End-To-End Recognition of Discontinuous Mentions with Pointer Networks ↗Hao Fei, Donghong Ji, Bobo Li et al.62 citations
  40. TODS: An Automated Time Series Outlier Detection System ↗Kwei-Herng Lai, Daochen Zha, Guanchu Wang et al.62 citations
  41. Detecting Adversarial Examples from Sensitivity Inconsistency of Spatial-Transform Domain ↗Jinyu Tian, Jiantao Zhou, Yuanman Li et al.61 citations
  42. HMS: A Hierarchical Solver with Dependency-Enhanced Understanding for Math Word Problem ↗Xin Lin, Zhenya Huang, Hongke Zhao et al.60 citations
  43. Learning Intact Features by Erasing-Inpainting for Few-shot Classification ↗Junjie Li, Zilei Wang, Xiaoming Hu60 citations
  44. MAMBA: Multi-level Aggregation via Memory Bank for Video Object Detection ↗Guanxiong Sun, Hua Yang, Guosheng Hu et al.60 citations
  45. Mitigating Political Bias in Language Models through Reinforced Calibration ↗Ruibo Liu, Chenyan Jia, Jason Wei et al.60 citations
  46. Dynamically Switching between Synergistic Workflows for Crowdsourcing ↗Christopher H. Lin, Mausam Mausam, Daniel S. Weld59 citations
  47. On the Convergence of Communication-Efficient Local SGD for Federated Learning ↗Hongchang Gao, An Ping Xu, Heng Huang59 citations
  48. Planning with Learned Object Importance in Large Problem Instances using Graph Neural Networks ↗Tom Silver, Rohan Chitnis, Aidan Curtis et al.59 citations
  49. TransTailor: Pruning the Pre-trained Model for Improved Transfer Learning ↗Bingyan Liu, Yifeng Cai, Yao Guo et al.59 citations
  50. CompFeat: Comprehensive Feature Aggregation for Video Instance Segmentation ↗Yang Lie Fu, Linjie Yang, Ding Liu et al.58 citations
  51. DecAug: Out-of-Distribution Generalization via Decomposed Feature Representation and Semantic Augmentation ↗Haoyue Bai, Rui Feng Sun, Lanqing Hong et al.58 citations
  52. Deep Mutual Information Maximin for Cross-Modal Clustering ↗Yiqiao Mao, Xiaoqiang Yan, Qiang Guo et al.58 citations
  53. EMLight: Lighting Estimation via Spherical Distribution Approximation ↗Fangneng Zhan, Changgong Zhang, Yingchen Yu et al.58 citations
  54. Judgment Prediction via Injecting Legal Knowledge into Neural Networks ↗Leilei Gan, Kun Kuang, Yi Ping Yang et al.58 citations
  55. Personalized Adaptive Meta Learning for Cold-start User Preference Prediction ↗Runsheng Yu, Yu Gong, Xu Dong He et al.58 citations
  56. Topic Correlation Analysis for Cross-Domain Text Classification ↗Lianghao Li, Xiaoming Jin, Mingsheng Long58 citations
  57. Boundary-Aware Geometric Encoding for Semantic Segmentation of Point Clouds ↗Jingyu Gong, Jiachen Xu, Xin Tan et al.57 citations
  58. Decentralized Policy Gradient Descent Ascent for Safe Multi-Agent Reinforcement Learning ↗Songtao Lu, Kaiqing Zhang, Tianyi Chen et al.57 citations
  59. Enabling Fast and Universal Audio Adversarial Attack Using Generative Model ↗Yi Xie, Zhuohang Li, Cong Shi et al.57 citations
  60. Finding Optimal Abstract Strategies in Extensive-Form Games ↗Michael Johanson, Nolan Bard, NEIL R. BURCH et al.57 citations
  61. HiGAN: Handwriting Imitation Conditioned on Arbitrary-Length Texts and Disentangled Styles ↗Ji Gan, Weiqiang Wang57 citations
  62. Housing Markets with Indifferences: A Tale of Two Mechanisms ↗Haris Aziz, Bart de Keijzer57 citations
  63. Near Lossless Transfer Learning for Spiking Neural Networks ↗Zhanglu Yan, Jun Rong Zhou, Weng‐Fai Wong57 citations
  64. Progressive Multi-task Learning with Controlled Information Flow for Joint Entity and Relation Extraction ↗Kai Sun, Richong Zhang, Samuel Mensah et al.57 citations
  65. Stochastic Safest and Shortest Path Problems ↗Florent Teichteil-Königsbuch57 citations
  66. FILTER: An Enhanced Fusion Method for Cross-lingual Language Understanding ↗Yuwei Fang, Shuohang Wang, Zhe Gan et al.56 citations
  67. Listen, Understand and Translate: Triple Supervision Decouples End-to-end Speech-to-text Translation ↗Qianqian Dong, Rong Ye, Mingxuan Wang et al.56 citations
  68. Quantum-inspired Neural Network for Conversational Emotion Recognition ↗Qiuchi Li, Dimitris Gkoumas, Alessandro Sordoni et al.56 citations
  69. Simple is not Easy: A Simple Strong Baseline for TextVQA and TextCaps ↗Qi Zhu, Chenyu Gao, Peng Wang et al.56 citations
  70. Dynamic Gaussian Mixture based Deep Generative Model For Robust Forecasting on Sparse Multivariate Time Series ↗Yinjun Wu, Jingchao Ni, Wei Dong Cheng et al.55 citations
  71. Few-shot Learning for Multi-label Intent Detection ↗Yutai Hou, Yongkui Lai, Yushan Wu et al.55 citations
  72. GTA: Graph Truncated Attention for Retrosynthesis ↗Seung-Woo Seo, You Young Song, June Yong Yang et al.55 citations
  73. High-Resolution Deep Image Matting ↗Haichao Yu, Ning Xu, Zilong Huang et al.55 citations
  74. LRC-BERT: Latent-representation Contrastive Knowledge Distillation for Natural Language Understanding ↗Hao Fu, Shaojun Zhou, Qihong Yang et al.55 citations
  75. Multi-Document Transformer for Personality Detection ↗Feifan Yang, Xiaojun Quan, Yunyi Yang et al.55 citations
  76. On the Adequacy of Untuned Warmup for Adaptive Optimization ↗Jerry Ma, Denis Yarats55 citations
  77. SongMASS: Automatic Song Writing with Pre-training and Alignment Constraint ↗Zhonghao Sheng, Kaitao Song, Xu Tan et al.55 citations
  78. Temporal Pyramid Network for Pedestrian Trajectory Prediction with Multi-Supervision ↗Rongqin Liang, Yuanman Li, Xia Li et al.55 citations
  79. Time Series Anomaly Detection with Multiresolution Ensemble Decoding ↗Lifeng Shen, Zhongzhong Yu, Qianli Ma et al.55 citations
  80. A Theoretical Analysis of the Repetition Problem in Text Generation ↗Zihao Fu, Wai Pang Lam, Anthony Man–Cho So et al.54 citations
  81. PoseBlocks: A Toolkit for Creating (and Dancing) with AI ↗Brian Jordan, Nisha Devasia, Jenna Hong et al.54 citations
  82. Practical and Rigorous Uncertainty Bounds for Gaussian Process Regression ↗Christian Fiedler, Carsten W. Scherer, Sebastian Trimpe54 citations
  83. Revisiting Mahalanobis Distance for Transformer-Based Out-of-Domain Detection ↗Alexander Podolskiy, Dmitry Lipin, Andrey Bout et al.54 citations
  84. DUCT: An Upper Confidence Bound Approach to Distributed Constraint Optimization Problems ↗Brammert Ottens, Christos Dimitrakakis, Boi V. Faltings53 citations
  85. Disentangled Multi-Relational Graph Convolutional Network for Pedestrian Trajectory Prediction ↗Inhwan Bae, Hae‐Gon Jeon53 citations
  86. Mobile Robot Planning to Seek Help with Spatially-Situated Tasks ↗Stephanie L. Rosenthal, Manuela Veloso53 citations
  87. Nested Named Entity Recognition with Partially-Observed TreeCRFs ↗Yao Fu, Chuanqi Tan, Mosha Chen et al.53 citations
  88. Towards Domain Invariant Single Image Dehazing ↗Pranjay Shyam, Kuk‐Jin Yoon, Kyung-Soo Kim53 citations
  89. Unsupervised Detection of Music Boundaries by Time Series Structure Features ↗Joan Serrà, Meinard Müller, Peter Grosche et al.53 citations
  90. Enhancing Unsupervised Video Representation Learning by Decoupling the Scene and the Motion ↗Jinpeng Wang, Yuting Gao, Ke Li et al.52 citations
  91. Hyperbolic Variational Graph Neural Network for Modeling Dynamic Graphs ↗Li Sun, Zhongbao Zhang, Jiawei Zhang et al.52 citations
  92. A Hybrid Algorithm for Coalition Structure Generation ↗Talal Rahwan, Tomasz Michalak, Nicholas R. Jennings51 citations
  93. Automated Lay Language Summarization of Biomedical Scientific Reviews ↗Yue Guo, Wei Qiu, Yizhong Wang et al.51 citations
  94. DIRV: Dense Interaction Region Voting for End-to-End Human-Object Interaction Detection ↗Hao-Shu Fang, Yichen Xie, Dian Shao et al.51 citations
  95. Deep Verifier Networks: Verification of Deep Discriminative Models with Deep Generative Models ↗Tong Che, Xiaofeng Liu, Site Li et al.51 citations
  96. Does Head Label Help for Long-Tailed Multi-Label Text Classification ↗Lin Xiao, Xiangliang Zhang, Liping Jing et al.51 citations
  97. Goal Recognition with Markov Logic Networks for Player-Adaptive Games ↗Eun Young Ha, Jonathan Rowe, Bradford Mott et al.51 citations
  98. Gradient Regularized Contrastive Learning for Continual Domain Adaptation ↗Shixiang Tang, Peng Su, Dapeng Chen et al.51 citations
  99. Hierarchical Multiple Kernel Clustering ↗Jiyuan Liu, Xinwang Liu, Siwei Wang et al.51 citations
  100. MOTIF-Driven Contrastive Learning of Graph Representations ↗Arjun Subramonian51 citations

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