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Proceedings of the AAAI Conference on Artificial Intelligence 2022: all accepted papers

1,619 papers · page 3 of 17 · the most cited first · ← Proceedings of the AAAI Conference on Artificial Intelligence 2022

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  1. Deepfake Network Architecture Attribution ↗Tianyun Yang, Ziyao Huang, Juan Cao et al.56 citations
  2. Imagine by Reasoning: A Reasoning-Based Implicit Semantic Data Augmentation for Long-Tailed Classification ↗Xiaohua Chen, Yucan Zhou, Dayan Wu et al.56 citations
  3. Interact, Embed, and EnlargE: Boosting Modality-Specific Representations for Multi-Modal Person Re-identification ↗Zi Wang, Chenglong Li, Aihua Zheng et al.56 citations
  4. TVT: Three-Way Vision Transformer through Multi-Modal Hypersphere Learning for Zero-Shot Sketch-Based Image Retrieval ↗Jialin Tian, Xing Xu, Fumin Shen et al.56 citations
  5. Uncertainty-Aware Learning against Label Noise on Imbalanced Datasets ↗Yingsong Huang, Bing Bai, Shengwei Zhao et al.56 citations
  6. Consistency Regularization for Adversarial Robustness ↗Jihoon Tack, Sihyun Yu, Jongheon Jeong et al.55 citations
  7. Go Wider Instead of Deeper ↗Fuzhao Xue, Ziji Shi, Futao Wei et al.55 citations
  8. Inductive Relation Prediction by BERT ↗Hanwen Zha, Zhiyu Chen, Xifeng Yan55 citations
  9. Semi-supervised Object Detection with Adaptive Class-Rebalancing Self-Training ↗Fangyuan Zhang, Tianxiang Pan, Bin Wang55 citations
  10. CTIN: Robust Contextual Transformer Network for Inertial Navigation ↗Bingbing Rao, Ehsan Kazemi, Yifan Ding et al.54 citations
  11. Complementary Attention Gated Network for Pedestrian Trajectory Prediction ↗Jinghai Duan, Le Wang, Chengjiang Long et al.54 citations
  12. Deep Recurrent Neural Network with Multi-Scale Bi-directional Propagation for Video Deblurring ↗Chao Zhu, Hang Dong, Jinshan Pan et al.54 citations
  13. LCTR: On Awakening the Local Continuity of Transformer for Weakly Supervised Object Localization ↗Zhiwei Chen, Changan Wang, Yabiao Wang et al.54 citations
  14. On the Fairness of Causal Algorithmic Recourse ↗Julius von Kügelgen, Amir-Hossein Karimi, Umang Bhatt et al.54 citations
  15. Protecting Intellectual Property of Language Generation APIs with Lexical Watermark ↗Xuanli He, Qiongkai Xu, Lingjuan Lyu et al.54 citations
  16. Stationary Diffusion State Neural Estimation for Multiview Clustering ↗Chenghua Liu, Zhuolin Liao, Yixuan Ma et al.54 citations
  17. Visual Semantics Allow for Textual Reasoning Better in Scene Text Recognition ↗Yue He, Chen Chen, Jing Zhang et al.54 citations
  18. Fusing Task-Oriented and Open-Domain Dialogues in Conversational Agents ↗Tom Young, Frank Xing, Vlad Pandelea et al.53 citations
  19. Image Difference Captioning with Pre-training and Contrastive Learning ↗Linli Yao, Weiying Wang, Qin Jin53 citations
  20. MWPToolkit: An Open-Source Framework for Deep Learning-Based Math Word Problem Solvers ↗Yihuai Lan, Lei Wang, Qiyuan Zhang et al.53 citations
  21. Reliable Propagation-Correction Modulation for Video Object Segmentation ↗Xiaohao Xu, Jinglu Wang, Xiaoli Li et al.53 citations
  22. Self-Supervised Representation Learning Framework for Remote Physiological Measurement Using Spatiotemporal Augmentation Loss ↗Hao Wang, Euijoon Ahn, Jinman Kim53 citations
  23. SimIPU: Simple 2D Image and 3D Point Cloud Unsupervised Pre-training for Spatial-Aware Visual Representations ↗Zhenyu Li, Zehui Chen, Ang Li et al.53 citations
  24. Unsupervised Sentence Representation via Contrastive Learning with Mixing Negatives ↗Yanzhao Zhang, Richong Zhang, Samuel Mensah et al.53 citations
  25. Commonsense Knowledge Reasoning and Generation with Pre-trained Language Models: A Survey ↗Prajjwal Bhargava, Vincent Ng52 citations
  26. Constraints Penalized Q-learning for Safe Offline Reinforcement Learning ↗Haoran Xu, Xianyuan Zhan, Xiangyu Zhu52 citations
  27. DDG-DA: Data Distribution Generation for Predictable Concept Drift Adaptation ↗Wendi Li, Xiao Yang, Weiqing Liu et al.52 citations
  28. Few-Shot Cross-Lingual Stance Detection with Sentiment-Based Pre-training ↗Momchil Hardalov, Arnav Arora, Preslav Nakov et al.52 citations
  29. ISEEQ: Information Seeking Question Generation Using Dynamic Meta-Information Retrieval and Knowledge Graphs ↗Manas Gaur, Kalpa Gunaratna, Vijay Srinivasan et al.52 citations
  30. Provable Guarantees for Understanding Out-of-Distribution Detection ↗Peyman Morteza, Yixuan Li52 citations
  31. Resistance Training Using Prior Bias: Toward Unbiased Scene Graph Generation ↗Chao Chen, Yibing Zhan, Baosheng Yu et al.52 citations
  32. SSAT: A Symmetric Semantic-Aware Transformer Network for Makeup Transfer and Removal ↗Zhaoyang Sun, Yaxiong Chen, Shengwu Xiong52 citations
  33. Sparse Structure Learning via Graph Neural Networks for Inductive Document Classification ↗Yinhua Piao, Sangseon Lee, Dohoon Lee et al.52 citations
  34. UniMS: A Unified Framework for Multimodal Summarization with Knowledge Distillation ↗Zhengkun Zhang, Xiaojun Meng, Yasheng Wang et al.52 citations
  35. Context-Aware Health Event Prediction via Transition Functions on Dynamic Disease Graphs ↗Chang Hua Lu, Tian Han, Yue Ning51 citations
  36. Fair Conformal Predictors for Applications in Medical Imaging ↗Charles Lu, Andréanne Lemay, Ken Chang et al.51 citations
  37. JFB: Jacobian-Free Backpropagation for Implicit Networks ↗Samy Wu Fung, Howard Heaton, Qiuwei Li et al.51 citations
  38. Learning to Predict 3D Lane Shape and Camera Pose from a Single Image via Geometry Constraints ↗Ruijin Liu, Dapeng Chen, Tie Liu et al.51 citations
  39. Semantic Feature Extraction for Generalized Zero-Shot Learning ↗Junhan Kim, Kyuhong Shim, Byonghyo Shim51 citations
  40. Towards Building ASR Systems for the Next Billion Users ↗Tahir Javed, Sumanth Doddapaneni, Abhigyan Raman et al.51 citations
  41. Tracing Text Provenance via Context-Aware Lexical Substitution ↗Xi Yang, Jie Zhang, Kejiang Chen et al.51 citations
  42. Content-Variant Reference Image Quality Assessment via Knowledge Distillation ↗Guanghao Yin, Wei Wang, Zehuan Yuan et al.50 citations
  43. Hierarchical Cross-Modality Semantic Correlation Learning Model for Multimodal Summarization ↗Litian Zhang, Xiaoming Zhang, Junshu Pan50 citations
  44. LeSICiN: A Heterogeneous Graph-Based Approach for Automatic Legal Statute Identification from Indian Legal Documents ↗Shounak Paul, Pawan Goyal, Saptarshi Ghosh50 citations
  45. Semantic-Aware Representation Blending for Multi-Label Image Recognition with Partial Labels ↗Tao Pu, Tianshui Chen, Hefeng Wu et al.50 citations
  46. Wasserstein Adversarial Transformer for Cloud Workload Prediction ↗Shivani Arbat, Vinodh Kumaran Jayakumar, Jae Wook Lee et al.50 citations
  47. Contrastive Quantization with Code Memory for Unsupervised Image Retrieval ↗Jinpeng Wang, Ziyun Zeng, Bin Chen et al.49 citations
  48. CrossWalk: Fairness-Enhanced Node Representation Learning ↗Ahmad Khajehnejad, M. Amin Khajehnejad, Mahmoudreza Babaei et al.49 citations
  49. TextHoaxer: Budgeted Hard-Label Adversarial Attacks on Text ↗Muchao Ye, Chenglin Miao, Ting Wang et al.49 citations
  50. Intra-Inter Subject Self-Supervised Learning for Multivariate Cardiac Signals ↗Lan Xiang, Dianwen Ng, Shenda Hong et al.48 citations
  51. Reliability Exploration with Self-Ensemble Learning for Domain Adaptive Person Re-identification ↗Zongyi Li, Yuxuan Shi, Hefei Ling et al.48 citations
  52. SpikeConverter: An Efficient Conversion Framework Zipping the Gap between Artificial Neural Networks and Spiking Neural Networks ↗Fangxin Liu, Wenbo Zhao, Yongbiao Chen et al.48 citations
  53. CATN: Cross Attentive Tree-Aware Network for Multivariate Time Series Forecasting ↗Hui He, Qi Zhang, Simeng Bai et al.47 citations
  54. Hybrid Curriculum Learning for Emotion Recognition in Conversation ↗Lin Yang, YI Shen, Yue Mao et al.47 citations
  55. Feature Generation and Hypothesis Verification for Reliable Face Anti-spoofing ↗Shice Liu, Shitao Lu, Hongyi Xu et al.46 citations
  56. Fully Spiking Variational Autoencoder ↗Hiromichi Kamata, Yusuke Mukuta, Tatsuya Harada46 citations
  57. Lifelong Person Re-identification by Pseudo Task Knowledge Preservation ↗Wenhang Ge, Junlong Du, Ancong Wu et al.46 citations
  58. Meta Propagation Networks for Graph Few-shot Semi-supervised Learning ↗Kaize Ding, Jianling Wang, James Caverlee et al.46 citations
  59. Perceiving Stroke-Semantic Context: Hierarchical Contrastive Learning for Robust Scene Text Recognition ↗Hao Liu, Bin Wang, Zhimin Bao et al.46 citations
  60. Unmasking the Mask – Evaluating Social Biases in Masked Language Models ↗Masahiro Kaneko, Danushka Bollegala46 citations
  61. You Only Infer Once: Cross-Modal Meta-Transfer for Referring Video Object Segmentation ↗Dezhuang Li, Ruoqi Li, Lijun Wang et al.46 citations
  62. Interpretable Knowledge Tracing: Simple and Efficient Student Modeling with Causal Relations ↗Sein Minn, Jill-Jênn Vie, Koh Takeuchi et al.45 citations
  63. LaSSL: Label-Guided Self-Training for Semi-supervised Learning ↗Zhen Wei Zhao, Luping Zhou, Lei Wang et al.45 citations
  64. Seizing Critical Learning Periods in Federated Learning ↗Gang Yan, Hao Wang, Jian Li45 citations
  65. Single-Domain Generalization in Medical Image Segmentation via Test-Time Adaptation from Shape Dictionary ↗Quande Liu, Cheng Chen, Qi Dou et al.45 citations
  66. Adaptive Poincaré Point to Set Distance for Few-Shot Classification ↗Rongkai Ma, Pengfei Fang, Tom W. Drummond et al.44 citations
  67. Boosting the Transferability of Video Adversarial Examples via Temporal Translation ↗Zhipeng Wei, Jingjing Chen, Zuxuan Wu et al.44 citations
  68. DKPLM: Decomposable Knowledge-Enhanced Pre-trained Language Model for Natural Language Understanding ↗Taolin Zhang, Chengyu Wang, Nan Hu et al.44 citations
  69. Non-autoregressive Translation with Layer-Wise Prediction and Deep Supervision ↗Chenyang Huang, Hao Zhou, Osmar R. Zai͏̈ane et al.44 citations
  70. Polygon-to-Polygon Distance Loss for Rotated Object Detection ↗Yang Yang, Jifeng Chen, Xiaopin Zhong et al.44 citations
  71. Privacy-Preserving Face Recognition in the Frequency Domain ↗Yinggui Wang, Jian Liu, Man Luo et al.44 citations
  72. Shadow Generation for Composite Image in Real-World Scenes ↗Yan Hong, Li Niu, Jianfu Zhang44 citations
  73. Unpaired Multi-Domain Stain Transfer for Kidney Histopathological Images ↗Yiyang Lin, Bowei Zeng, Yifeng Wang et al.44 citations
  74. Unsupervised Temporal Video Grounding with Deep Semantic Clustering ↗Daizong Liu, Xiaoye Qu, Yinzhen Wang et al.44 citations
  75. Cross-Domain Empirical Risk Minimization for Unbiased Long-Tailed Classification ↗Beier Zhu, Yulei Niu, Xian‐Sheng Hua et al.43 citations
  76. DOC2PPT: Automatic Presentation Slides Generation from Scientific Documents ↗Tsu-Jui Fu, William Yang Wang, Daniel McDuff et al.43 citations
  77. Evidential Neighborhood Contrastive Learning for Universal Domain Adaptation ↗Liang Chen, Yihang Lou, Jianzhong He et al.43 citations
  78. Learning from the Dark: Boosting Graph Convolutional Neural Networks with Diverse Negative Samples ↗Wei Duan, Junyu Xuan, Maoying Qiao et al.43 citations
  79. Learning to Walk with Dual Agents for Knowledge Graph Reasoning ↗Denghui Zhang, Zixuan Yuan, Hao Liu et al.43 citations
  80. Max-Margin Contrastive Learning ↗Anshul Shah, Suvrit Sra, Rama Chellappa et al.43 citations
  81. NumHTML: Numeric-Oriented Hierarchical Transformer Model for Multi-Task Financial Forecasting ↗Linyi Yang, Jiazheng Li, Ruihai Dong et al.43 citations
  82. A Causal Inference Look at Unsupervised Video Anomaly Detection ↗Xiangru Lin, Yuyang Chen, Guanbin Li et al.42 citations
  83. DarkVisionNet: Low-Light Imaging via RGB-NIR Fusion with Deep Inconsistency Prior ↗Shuangping Jin, Bingbing Yu, Minhao Jing et al.42 citations
  84. Efficient Virtual View Selection for 3D Hand Pose Estimation ↗Jian Cheng, Yanguang Wan, Dexin Zuo et al.42 citations
  85. Event-Aware Multimodal Mobility Nowcasting ↗Zhaonan Wang, Renhe Jiang, Hao Xue et al.42 citations
  86. Graph Pointer Neural Networks ↗Tianmeng Yang, Yujing Wang, Zhihan Yue et al.42 citations
  87. MetaNODE: Prototype Optimization as a Neural ODE for Few-Shot Learning ↗Baoquan Zhang, Xutao Li, Shanshan Feng et al.42 citations
  88. Spiking Neural Networks with Improved Inherent Recurrence Dynamics for Sequential Learning ↗Wachirawit Ponghiran, Kaushik Roy42 citations
  89. AlphaHoldem: High-Performance Artificial Intelligence for Heads-Up No-Limit Poker via End-to-End Reinforcement Learning ↗Enmin Zhao, Renye Yan, Jinqiu Li et al.41 citations
  90. Coarse-to-Fine Generative Modeling for Graphic Layouts ↗Zhaoyun Jiang, Shizhao Sun, Jihua Zhu et al.41 citations
  91. Exploring Visual Context for Weakly Supervised Person Search ↗Yichao Yan, Jinpeng Li, Shengcai Liao et al.41 citations
  92. L-CoDe:Language-Based Colorization Using Color-Object Decoupled Conditions ↗Shuchen Weng, Hao Wu, Zheng Chang et al.41 citations
  93. Memory-Based Jitter: Improving Visual Recognition on Long-Tailed Data with Diversity in Memory ↗Jialun Liu, Wenhui Li, Yifan Sun41 citations
  94. MuMu: Cooperative Multitask Learning-Based Guided Multimodal Fusion ↗Md Mofijul Islam, Tariq Iqbal41 citations
  95. Neuro-Symbolic Inductive Logic Programming with Logical Neural Networks ↗Prithviraj Sen, Breno W. Carvalho, Ryan Riegel et al.41 citations
  96. SCTN: Sparse Convolution-Transformer Network for Scene Flow Estimation ↗Bing Li, Cheng Zheng, Silvio Giancola et al.41 citations
  97. Spatial Frequency Bias in Convolutional Generative Adversarial Networks ↗Mahyar Khayatkhoei, Ahmed Elgammal41 citations
  98. Using MaxSAT for Efficient Explanations of Tree Ensembles ↗Alexey Ignatiev, Yacine Izza, Peter J. Stuckey et al.41 citations
  99. Almost Full EFX Exists for Four Agents ↗Ben Berger, Avi Cohen, Michal Feldman et al.40 citations
  100. CADRE: A Cascade Deep Reinforcement Learning Framework for Vision-Based Autonomous Urban Driving ↗Yinuo Zhao, Kun Wu, Zhiyuan Xu et al.40 citations

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