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

1,619 papers · page 5 of 17 · the most cited first · ← Proceedings of the AAAI Conference on Artificial Intelligence 2022

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  1. Deconfounded Visual Grounding ↗Jianqiang Huang, Qin Yu, Jiaxin Qi et al.30 citations
  2. Has CEO Gender Bias Really Been Fixed? Adversarial Attacking and Improving Gender Fairness in Image Search ↗Yunhe Feng, Chirag Shah30 citations
  3. HiTKG: Towards Goal-Oriented Conversations via Multi-Hierarchy Learning ↗Jinjie Ni, Vlad Pandelea, Tom Young et al.30 citations
  4. Improving 360 Monocular Depth Estimation via Non-local Dense Prediction Transformer and Joint Supervised and Self-Supervised Learning ↗Ilwi Yun, Hyuk-Jae Lee, Chae Eun Rhee30 citations
  5. Is Discourse Role Important for Emotion Recognition in Conversation? ↗Donovan Ong, Jian Su, Bin Chen et al.30 citations
  6. Learning Universal Adversarial Perturbation by Adversarial Example ↗Maosen Li, Yanhua Yang, Kun Wei et al.30 citations
  7. Multi-Modal Perception Attention Network with Self-Supervised Learning for Audio-Visual Speaker Tracking ↗Yidi Li, Hong Liu, Hao Tang30 citations
  8. Neighborhood-Adaptive Structure Augmented Metric Learning ↗Pandeng Li, Yan Li, Hongtao Xie et al.30 citations
  9. Sufficient Reasons for Classifier Decisions in the Presence of Domain Constraints ↗Niku Gorji, Sasha Rubin30 citations
  10. Towards an AI-Infused Interdisciplinary Curriculum for Middle-Grade Classrooms ↗Bita Akram, Spencer Yoder, Cansu Tatar et al.30 citations
  11. ValueNet: A New Dataset for Human Value Driven Dialogue System ↗Liang Qiu, Yizhou Zhao, Jinchao Li et al.30 citations
  12. Are Vision-Language Transformers Learning Multimodal Representations? A Probing Perspective ↗Emmanuelle Salin, Badreddine Farah, Stéphane Ayache et al.29 citations
  13. CINS: Comprehensive Instruction for Few-Shot Learning in Task-Oriented Dialog Systems ↗Fei Mi, Yasheng Wang, Yitong Li29 citations
  14. Causal Intervention for Subject-Deconfounded Facial Action Unit Recognition ↗Yingjie Chen, Diqi Chen, Tao Wang et al.29 citations
  15. Continual Learning through Retrieval and Imagination ↗Zhen Wang, Liu Liu, Yiqun Duan et al.29 citations
  16. Curiosity-Driven Exploration via Latent Bayesian Surprise ↗Pietro Mazzaglia, Ozan Çatal, Tim Verbelen et al.29 citations
  17. DPNAS: Neural Architecture Search for Deep Learning with Differential Privacy ↗Anda Cheng, Jiaxing Wang, Xi Sheryl Zhang et al.29 citations
  18. DocBed: A Multi-Stage OCR Solution for Documents with Complex Layouts ↗Wenzhen Zhu, Negin Sokhandan, Guang Yang et al.29 citations
  19. Enhanced Story Comprehension for Large Language Models through Dynamic Document-Based Knowledge Graphs ↗Berkeley R Andrus, Yeganeh Nasiri, Shilong Cui et al.29 citations
  20. Field Study in Deploying Restless Multi-Armed Bandits: Assisting Non-profits in Improving Maternal and Child Health ↗Aditya Mate, Lovish Madaan, Aparna Taneja et al.29 citations
  21. Interpretable Neural Subgraph Matching for Graph Retrieval ↗Indradyumna Roy, Venkata Sai Baba Reddy Velugoti, Soumen Chakrabarti et al.29 citations
  22. MAGIC: Multimodal relAtional Graph adversarIal inferenCe for Diverse and Unpaired Text-Based Image Captioning ↗Wenqiao Zhang, Haochen Shi, Jiannan Guo et al.29 citations
  23. Making Adversarial Examples More Transferable and Indistinguishable ↗Junhua Zou, Yexin Duan, Boyu Li et al.29 citations
  24. Orthogonal Graph Neural Networks ↗Kai Guo, Kaixiong Zhou, Xia Hu et al.29 citations
  25. SFSRNet: Super-resolution for Single-Channel Audio Source Separation ↗Joel Rixen, Matthias Renz29 citations
  26. Self-Supervised Pre-training for Protein Embeddings Using Tertiary Structures ↗Yuzhi Guo, Jiaxiang Wu, Hehuan Ma et al.29 citations
  27. When Facial Expression Recognition Meets Few-Shot Learning: A Joint and Alternate Learning Framework ↗Xinyi Zou, Yan Yan, Jing‐Hao Xue et al.29 citations
  28. A Unified Framework for Real Time Motion Completion ↗Yinglin Duan, Yue Lin, Zhengxia Zou et al.28 citations
  29. Adapt to Environment Sudden Changes by Learning a Context Sensitive Policy ↗Fan-Ming Luo, Shengyi Jiang, Yang Yu et al.28 citations
  30. Close the Loop: A Unified Bottom-Up and Top-Down Paradigm for Joint Image Deraining and Segmentation ↗Yi Li, Yi Chang, Chang‐Feng Yu et al.28 citations
  31. Constrained Prescriptive Trees via Column Generation ↗Shivaram Subramanian, Wei Sun, Youssef Drissi et al.28 citations
  32. Enhancing Column Generation by a Machine-Learning-Based Pricing Heuristic for Graph Coloring ↗Yunzhuang Shen, Yuan Sun, Xiaodong Li et al.28 citations
  33. Explain, Edit, and Understand: Rethinking User Study Design for Evaluating Model Explanations ↗Siddhant Arora, Danish Pruthi, Norman Sadeh et al.28 citations
  34. FFNet: Frequency Fusion Network for Semantic Scene Completion ↗Xuzhi Wang, Di Lin, Liang Wan28 citations
  35. Fast Sparse Decision Tree Optimization via Reference Ensembles ↗Hayden McTavish, Chudi Zhong, Reto Achermann et al.28 citations
  36. GuidedMix-Net: Semi-supervised Semantic Segmentation by Using Labeled Images as Reference ↗Peng Tu, Yawen Huang, Feng Zheng et al.28 citations
  37. Improving Evidential Deep Learning via Multi-Task Learning ↗Dongpin Oh, Bonggun Shin28 citations
  38. Learning to Model Pixel-Embedded Affinity for Homogeneous Instance Segmentation ↗Wei Huang, Shiyu Deng, Chang Chen et al.28 citations
  39. Multi-View Clustering on Topological Manifold ↗Shudong Huang, Ivor Wai-Hung Tsang, Zenglin Xu et al.28 citations
  40. Retinomorphic Object Detection in Asynchronous Visual Streams ↗Jianing Li, Xiao Wang, Lin Zhu et al.28 citations
  41. Towards Ultra-Resolution Neural Style Transfer via Thumbnail Instance Normalization ↗Zhe Chen, Wenhai Wang, Enze Xie et al.28 citations
  42. Tractable Explanations for d-DNNF Classifiers ↗Xuanxiang Huang, Yacine Izza, Alexey Ignatiev et al.28 citations
  43. A Label Dependence-Aware Sequence Generation Model for Multi-Level Implicit Discourse Relation Recognition ↗Changxing Wu, Liuwen Cao, Yubin Ge et al.27 citations
  44. A Random CNN Sees Objects: One Inductive Bias of CNN and Its Applications ↗Yun-Hao Cao, Jianxin Wu27 citations
  45. Cosine Model Watermarking against Ensemble Distillation ↗Laurent Charette, Lingyang Chu, Yizhou Chen et al.27 citations
  46. Cross-Domain Few-Shot Graph Classification ↗Kaveh Hassani27 citations
  47. Event-Image Fusion Stereo Using Cross-Modality Feature Propagation ↗Hoonhee Cho, Kuk‐Jin Yoon27 citations
  48. Explainable Survival Analysis with Convolution-Involved Vision Transformer ↗Yifan Shen, Li Liu, Zhihao Gavin Tang et al.27 citations
  49. Exploring Safer Behaviors for Deep Reinforcement Learning ↗Enrico Marchesini, Davide Corsi, Alessandro Farinelli27 citations
  50. Improving Biomedical Information Retrieval with Neural Retrievers ↗Man Luo, Arindam Mitra, Tejas Gokhale et al.27 citations
  51. PrivateSNN: Privacy-Preserving Spiking Neural Networks ↗Youngeun Kim, Yeshwanth Venkatesha, Priyadarshini Panda27 citations
  52. Style Mixing and Patchwise Prototypical Matching for One-Shot Unsupervised Domain Adaptive Semantic Segmentation ↗Xinyi Wu, Zhenyao Wu, Yuhang Lu et al.27 citations
  53. Transmission-Guided Bayesian Generative Model for Smoke Segmentation ↗Siyuan Yan, Jing Zhang, Nick M. Barnes27 citations
  54. Bag Graph: Multiple Instance Learning Using Bayesian Graph Neural Networks ↗Soumyasundar Pal, Antonios Valkanas, Florence Regol et al.26 citations
  55. Barely-Supervised Learning: Semi-supervised Learning with Very Few Labeled Images ↗Thomas Lucas, Philippe Weinzaepfel, Grégory Rogez26 citations
  56. EtinyNet: Extremely Tiny Network for TinyML ↗Kunran Xu, Yishi Li, Huawei Zhang et al.26 citations
  57. Explore Inter-contrast between Videos via Composition for Weakly Supervised Temporal Sentence Grounding ↗Jiaming Chen, Weixin Luo, Wei Zhang et al.26 citations
  58. Incentivizing Collaboration in Machine Learning via Synthetic Data Rewards ↗Sebastian Shenghong Tay, Xinyi Xu, Chuan-Sheng Foo et al.26 citations
  59. Iterative Contrast-Classify for Semi-supervised Temporal Action Segmentation ↗Dipika Singhania, Rahul Rahaman, Angela Yao26 citations
  60. Language Model Priming for Cross-Lingual Event Extraction ↗Steven Fincke, Shantanu Agarwal, Scott Miller et al.26 citations
  61. Low-Pass Graph Convolutional Network for Recommendation ↗Wenhui Yu, Zixin Zhang, Zheng Qin26 citations
  62. Out of Distribution Data Detection Using Dropout Bayesian Neural Networks ↗André T. Nguyen, Fred Lu, Gary Lopez Munoz et al.26 citations
  63. RetGen: A Joint Framework for Retrieval and Grounded Text Generation Modeling ↗Yizhe Zhang, Siqi Sun, Xiang Gao et al.26 citations
  64. Sampling-Based Robust Control of Autonomous Systems with Non-Gaussian Noise ↗Thom Badings, Alessandro Abate, Nils Jansen et al.26 citations
  65. Self-Labeling Framework for Novel Category Discovery over Domains ↗Qing Yu, Daiki Ikami, Go Irie et al.26 citations
  66. Semi-supervised Learning with Multi-Head Co-Training ↗Mingcai Chen, Yuntao Du, Yi Zhang et al.26 citations
  67. Stability Verification in Stochastic Control Systems via Neural Network Supermartingales ↗Mathias Lechner, Đorđe Žikelić, Krishnendu Chatterjee et al.26 citations
  68. Trading Complexity for Sparsity in Random Forest Explanations ↗Gilles Audemard, Steve Bellart, Louenas Bounia et al.26 citations
  69. Training-Free Uncertainty Estimation for Dense Regression: Sensitivity as a Surrogate ↗Mi Lu, Hao Wang, Yonglong Tian et al.26 citations
  70. XLM-K: Improving Cross-Lingual Language Model Pre-training with Multilingual Knowledge ↗Xiaoze Jiang, Yaobo Liang, Weizhu Chen et al.26 citations
  71. ALP: Data Augmentation Using Lexicalized PCFGs for Few-Shot Text Classification ↗Hazel H. Kim, Daecheol Woo, Seong Joon Oh et al.25 citations
  72. Achieving Zero Constraint Violation for Constrained Reinforcement Learning via Primal-Dual Approach ↗Qinbo Bai, Amrit Singh Bedi, Mridul Agarwal et al.25 citations
  73. Adversarial Training for Improving Model Robustness? Look at Both Prediction and Interpretation ↗Hanjie Chen, Yangfeng Ji25 citations
  74. Boosting Generative Zero-Shot Learning by Synthesizing Diverse Features with Attribute Augmentation ↗Xiaojie Zhao, Yuming Shen, Shidong Wang et al.25 citations
  75. Can Semantic Labels Assist Self-Supervised Visual Representation Learning? ↗Longhui Wei, Lingxi Xie, Jianzhong He et al.25 citations
  76. Deep Spatial Adaptive Network for Real Image Demosaicing ↗Tao Zhang, Ying Fu, Cheng Li25 citations
  77. Deformable Graph Convolutional Networks ↗Jinyoung Park, Sungdong Yoo, Jihwan Park et al.25 citations
  78. Dynamic Key-Value Memory Enhanced Multi-Step Graph Reasoning for Knowledge-Based Visual Question Answering ↗Mingxiao Li, Marie‐Francine Moens25 citations
  79. Group-Aware Threshold Adaptation for Fair Classification ↗Taeuk Jang, Pengyi Shi, Xiaoqian Wang25 citations
  80. Guide Local Feature Matching by Overlap Estimation ↗Ying Chen, Dihe Huang, Shang Xu et al.25 citations
  81. Interventional Multi-Instance Learning with Deconfounded Instance-Level Prediction ↗Tiancheng Lin, Hongteng Xu, Canqian Yang et al.25 citations
  82. Online-Updated High-Order Collaborative Networks for Single Image Deraining ↗Cong Wang, Jinshan Pan, Xiao-Ming Wu25 citations
  83. Paving the Way for Novices: How to Teach AI for K-12 Education in China ↗Jiachen Song, Linan Zhang, Jinglei Yu et al.25 citations
  84. Qubit Routing Using Graph Neural Network Aided Monte Carlo Tree Search ↗Animesh Sinha, Utkarsh Azad, Harjinder Singh25 citations
  85. Recurrent Neural Network Controllers Synthesis with Stability Guarantees for Partially Observed Systems ↗Fangda Gu, He Yin, Laurent El Ghaoui et al.25 citations
  86. SAIL: Self-Augmented Graph Contrastive Learning ↗Lu Yu, Shichao Pei, Lizhong Ding et al.25 citations
  87. Sentiment and Emotion-Aware Multi-Modal Complaint Identification ↗Apoorva Singh, Soumyodeep Dey, Anamitra Singha et al.25 citations
  88. Unsupervised Anomaly Detection by Robust Density Estimation ↗Boyang Liu, Pang‐Ning Tan, Jiayu Zhou25 citations
  89. Visual Sound Localization in the Wild by Cross-Modal Interference Erasing ↗Xian Liu, Rui Qian, Hang Zhou et al.25 citations
  90. Attacking Video Recognition Models with Bullet-Screen Comments ↗Kai Chen, Zhipeng Wei, Jingjing Chen et al.24 citations
  91. AutoBERT-Zero: Evolving BERT Backbone from Scratch ↗Jiahui Gao, Hang Xu, Shi Han et al.24 citations
  92. Coordinating Momenta for Cross-Silo Federated Learning ↗An Ping Xu, Heng Huang24 citations
  93. Defending Graph Convolutional Networks against Dynamic Graph Perturbations via Bayesian Self-Supervision ↗Jun Zhuang, Mohammad Al Hasan24 citations
  94. Domain Disentangled Generative Adversarial Network for Zero-Shot Sketch-Based 3D Shape Retrieval ↗Rui Xu, Zongyan Han, Le Hui et al.24 citations
  95. Fairness by “Where”: A Statistically-Robust and Model-Agnostic Bi-level Learning Framework ↗Yiqun Xie, Erhu He, Xiaowei Jia et al.24 citations
  96. Fairness without Imputation: A Decision Tree Approach for Fair Prediction with Missing Values ↗Haewon Jeong, Hao Wang, Flávio P. Calmon24 citations
  97. Fast and Constrained Absent Keyphrase Generation by Prompt-Based Learning ↗Huanqin Wu, Baijiaxin Ma, Wei Liu et al.24 citations
  98. GNN-Retro: Retrosynthetic Planning with Graph Neural Networks ↗Peng Han, Peilin Zhao, Chan Lu et al.24 citations
  99. Learning to Detect 3D Facial Landmarks via Heatmap Regression with Graph Convolutional Network ↗Yuan Wang, Min Cao, Zhenfeng Fan et al.24 citations
  100. NoiseGrad — Enhancing Explanations by Introducing Stochasticity to Model Weights ↗Kirill Bykov, Anna Hedström, Shinichi Nakajima et al.24 citations

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