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

1,619 papers · page 6 of 17 · the most cited first · ← Proceedings of the AAAI Conference on Artificial Intelligence 2022

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  1. Patch Diffusion: A General Module for Face Manipulation Detection ↗Baogen Zhang, Sheng Li, Guorui Feng et al.24 citations
  2. Rethinking the Two-Stage Framework for Grounded Situation Recognition ↗Meng Wei, Long Chen, Wei Ji et al.24 citations
  3. Sequence-to-Action: Grammatical Error Correction with Action Guided Sequence Generation ↗Jiquan Li, Junliang Guo, Yongxin Zhu et al.24 citations
  4. Similarity Search for Efficient Active Learning and Search of Rare Concepts ↗Cody Coleman, Edward Chou, Julian Katz-Samuels et al.24 citations
  5. Synthetic Disinformation Attacks on Automated Fact Verification Systems ↗Yibing Du, Antoine Bosselut, Christopher D. Manning24 citations
  6. Temporal Action Proposal Generation with Background Constraint ↗Haosen Yang, Wenhao Wu, Lining Wang et al.24 citations
  7. Word Embeddings via Causal Inference: Gender Bias Reducing and Semantic Information Preserving ↗Lei Ding, Dengdeng Yu, Jinhan Xie et al.24 citations
  8. Adaptive Energy Management for Self-Sustainable Wearables in Mobile Health ↗Dina Hussein, Ganapati Bhat, Janardhan Rao Doppa23 citations
  9. Detailed Facial Geometry Recovery from Multi-View Images by Learning an Implicit Function ↗Yunze Xiao, Hao Zhu, Haotian Yang et al.23 citations
  10. Divide-and-Regroup Clustering for Domain Adaptive Person Re-identification ↗Zhengdong Hu, Yifan Sun, Yi Ping Yang et al.23 citations
  11. EMVLight: A Decentralized Reinforcement Learning Framework for Efficient Passage of Emergency Vehicles ↗Haoran Su, Yaofeng Desmond Zhong, Biswadip Dey et al.23 citations
  12. Efficient Robust Training via Backward Smoothing ↗Jinghui Chen, Yu Cheng, Zhe Gan et al.23 citations
  13. Hierarchical Heterogeneous Graph Attention Network for Syntax-Aware Summarization ↗Zixing Song, Irwin King23 citations
  14. InfoLM: A New Metric to Evaluate Summarization & Data2Text Generation ↗Pierre Colombo, Chloé Clavel, Pablo Piantanida23 citations
  15. Not All Parameters Should Be Treated Equally: Deep Safe Semi-supervised Learning under Class Distribution Mismatch ↗Rundong He, Zhongyi Han, Yang Yang et al.23 citations
  16. SOIT: Segmenting Objects with Instance-Aware Transformers ↗Xiaodong Yu, Dahu Shi, Xing Wei et al.23 citations
  17. Uncertainty Modeling with Second-Order Transformer for Group Re-identification ↗Quan Zhang, Jianhuang Lai, Zhanxiang Feng et al.23 citations
  18. iDECODe: In-Distribution Equivariance for Conformal Out-of-Distribution Detection ↗Ramneet Kaur, Susmit Jha, Anirban Roy et al.23 citations
  19. BATUDE: Budget-Aware Neural Network Compression Based on Tucker Decomposition ↗Miao Yin, Huy Phan, Xiao Zang et al.22 citations
  20. CLPA: Clean-Label Poisoning Availability Attacks Using Generative Adversarial Nets ↗Bingyin Zhao, Yingjie Lao22 citations
  21. Concentration Network for Reinforcement Learning of Large-Scale Multi-Agent Systems ↗Qingxu Fu, Tenghai Qiu, Jianqiang Yi et al.22 citations
  22. Creativity of AI: Automatic Symbolic Option Discovery for Facilitating Deep Reinforcement Learning ↗Mu Jin, Zhihao Ma, Kebing Jin et al.22 citations
  23. Diaformer: Automatic Diagnosis via Symptoms Sequence Generation ↗Junying Chen, Dongfang Li, Qingcai Chen et al.22 citations
  24. Homography Decomposition Networks for Planar Object Tracking ↗Xinrui Zhan, Yueran Liu, Jianke Zhu et al.22 citations
  25. Linearity-Aware Subspace Clustering ↗Yesong Xu, Shuo Chen, Jun Li et al.22 citations
  26. Mutual Nearest Neighbor Contrast and Hybrid Prototype Self-Training for Universal Domain Adaptation ↗Liang Chen, Qianjin Du, Yihang Lou et al.22 citations
  27. Offline Reinforcement Learning as Anti-exploration ↗Shideh Rezaeifar, Robert Dadashi, Nino Vieillard et al.22 citations
  28. PRISM: A Rich Class of Parameterized Submodular Information Measures for Guided Data Subset Selection ↗Suraj Nandkishor Kothawade, Vishal Kaushal, Ganesh Ramakrishnan et al.22 citations
  29. PetsGAN: Rethinking Priors for Single Image Generation ↗Zicheng Zhang, Yinglu Liu, Congying Han et al.22 citations
  30. QUILT: Effective Multi-Class Classification on Quantum Computers Using an Ensemble of Diverse Quantum Classifiers ↗Daniel Silver, Tirthak Patel, Devesh Tiwari22 citations
  31. SmartIdx: Reducing Communication Cost in Federated Learning by Exploiting the CNNs Structures ↗Donglei Wu, Xiangyu Zou, Shuyu Zhang et al.22 citations
  32. Toward a New Science of Common Sense ↗Ronald J. Brachman, Hector J. Levesque22 citations
  33. Automatic Product Copywriting for E-commerce ↗Xueying Zhang, Yanyan Zou, Hainan Zhang et al.21 citations
  34. Bi-CMR: Bidirectional Reinforcement Guided Hashing for Effective Cross-Modal Retrieval ↗Tieying Li, Xiaochun Yang, Bin Wang et al.21 citations
  35. Block-Skim: Efficient Question Answering for Transformer ↗Yue Guan, Zhengyi Li, Zhouhan Lin et al.21 citations
  36. Conservative and Adaptive Penalty for Model-Based Safe Reinforcement Learning ↗Yecheng Jason Ma, Andrew Shen, Osbert Bastani et al.21 citations
  37. Convolutional Neural Network Compression through Generalized Kronecker Product Decomposition ↗Marawan Gamal Abdel Hameed, Marzieh S. Tahaei, Ali Mosleh et al.21 citations
  38. Early-Bird GCNs: Graph-Network Co-optimization towards More Efficient GCN Training and Inference via Drawing Early-Bird Lottery Tickets ↗Haoran You, Zhihan Lu, Zijian Zhou et al.21 citations
  39. Implicit Gradient Alignment in Distributed and Federated Learning ↗Yatin Dandi, Luis Barba, Martin Jaggi21 citations
  40. Joint 3D Object Detection and Tracking Using Spatio-Temporal Representation of Camera Image and LiDAR Point Clouds ↗Junho Koh, Jaekyum Kim, Jin Hyeok Yoo et al.21 citations
  41. Keypoint Message Passing for Video-Based Person Re-identification ↗Di Chen, Andreas Doering, Shanshan Zhang et al.21 citations
  42. Learning Human Driving Behaviors with Sequential Causal Imitation Learning ↗Kangrui Ruan, Xuan Sharon Di21 citations
  43. MeTeoR: Practical Reasoning in Datalog with Metric Temporal Operators ↗Dingmin Wang, Pan Hu, Przemysław Andrzej Wałęga et al.21 citations
  44. Meta-Learning for Online Update of Recommender Systems ↗Minseok Kim, Hwanjun Song, Yooju Shin et al.21 citations
  45. MuMuQA: Multimedia Multi-Hop News Question Answering via Cross-Media Knowledge Extraction and Grounding ↗Revanth Gangi Reddy, Xilin Rui, Manling Li et al.21 citations
  46. Practical Fixed-Parameter Algorithms for Defending Active Directory Style Attack Graphs ↗Mingyu Guo, Jialiang Li, Aneta Neumann et al.21 citations
  47. Prune and Tune Ensembles: Low-Cost Ensemble Learning with Sparse Independent Subnetworks ↗Tim Whitaker, Darrell Whitley21 citations
  48. TDv2: A Novel Tree-Structured Decoder for Offline Mathematical Expression Recognition ↗Changjie Wu, Jun Du, Yunqing Li et al.21 citations
  49. Zero-Shot Commonsense Question Answering with Cloze Translation and Consistency Optimization ↗Zi-Yi Dou, Nanyun Peng21 citations
  50. AI Explainability 360: Impact and Design ↗Vijay Arya, Rachel Bellamy, Pin‐Yu Chen et al.20 citations
  51. Accurate and Scalable Gaussian Processes for Fine-Grained Air Quality Inference ↗Zeel B Patel, Palak Purohit, Harsh Patel et al.20 citations
  52. Adversarial Robustness in Multi-Task Learning: Promises and Illusions ↗Salah Ghamizi, Maxime Cordy, Mike Papadakis et al.20 citations
  53. Amortized Generation of Sequential Algorithmic Recourses for Black-Box Models ↗Sahil Verma, Keegan Hines, John P. Dickerson20 citations
  54. Combating Adversaries with Anti-adversaries ↗Motasem Alfarra, Juan C. Perez, Ali Thabet et al.20 citations
  55. Contrast-Enhanced Semi-supervised Text Classification with Few Labels ↗Austin Cheng-Yun Tsai, Sheng-Ya Lin, Li‐Chen Fu20 citations
  56. Expert-Informed, User-Centric Explanations for Machine Learning ↗Michael J. Pazzani, Severine Soltani, Robert Kaufman et al.20 citations
  57. Feature Importance Explanations for Temporal Black-Box Models ↗Akshay Sood, Mark W. Craven20 citations
  58. Hedonic Games with Fixed-Size Coalitions ↗Vittorio Bilò, Gianpiero Monaco, Luca Moscardelli20 citations
  59. Multi-View Graph Representation for Programming Language Processing: An Investigation into Algorithm Detection ↗Ting Long, Yutong Xie, Xianyu Chen et al.20 citations
  60. Obtaining Calibrated Probabilities with Personalized Ranking Models ↗Wonbin Kweon, SeongKu Kang, Hwanjo Yu20 citations
  61. Policy Optimization with Stochastic Mirror Descent ↗Long Yang, Yu Zhang, Gang Zheng et al.20 citations
  62. Powering Finetuning in Few-Shot Learning: Domain-Agnostic Bias Reduction with Selected Sampling ↗Ran Tao, Han Zhang, Yutong Zheng et al.20 citations
  63. Robust Adversarial Reinforcement Learning with Dissipation Inequation Constraint ↗Peng Zhai, Jie Luo, Zhiyan Dong et al.20 citations
  64. Sample-Efficient Reinforcement Learning via Conservative Model-Based Actor-Critic ↗Zhihai Wang, Jie Wang, Qi Zhou et al.20 citations
  65. Self-Supervised Spatiotemporal Representation Learning by Exploiting Video Continuity ↗Hanwen Liang, Niamul Quader, Zhixiang Chi et al.20 citations
  66. Separated Contrastive Learning for Organ-at-Risk and Gross-Tumor-Volume Segmentation with Limited Annotation ↗Jiacheng Wang, Xiaomeng Li, Yiming Han et al.20 citations
  67. Symbols as a Lingua Franca for Bridging Human-AI Chasm for Explainable and Advisable AI Systems ↗Subbarao Kambhampati B, Sarath Sreedharan, Mudit Verma et al.20 citations
  68. Transfer Learning for Color Constancy via Statistic Perspective ↗Yuxiang Tang, Xuejing Kang, Chunxiao Li et al.20 citations
  69. A Machine Learning Method for EV Range Prediction with Updates on Route Information and Traffic Conditions ↗Dohee Kim, Hong Gi Shim, Jeong Soo Eo19 citations
  70. Active Learning on Pre-trained Language Model with Task-Independent Triplet Loss ↗Seungmin Seo, Donghyun Kim, Youbin Ahn et al.19 citations
  71. CC-CERT: A Probabilistic Approach to Certify General Robustness of Neural Networks ↗Mikhail Pautov, Nurislam Tursynbek, Marina Munkhoeva et al.19 citations
  72. Fast and Robust Online Inference with Stochastic Gradient Descent via Random Scaling ↗Sokbae Lee, Yuan Liao, Myung Hwan Seo et al.19 citations
  73. Flow-Based Unconstrained Lip to Speech Generation ↗Jinzheng He, Zhou Li Zhao, Yi Ren et al.19 citations
  74. From Dense to Sparse: Contrastive Pruning for Better Pre-trained Language Model Compression ↗Runxin Xu, Fuli Luo, Chengyu Wang et al.19 citations
  75. Fusion Multiple Kernel K-means ↗Yi Zhang, Xinwang Liu, Jiyuan Liu et al.19 citations
  76. Generalizable Person Re-identification via Self-Supervised Batch Norm Test-Time Adaption ↗Ke Han, Chenyang Si, Yan Huang et al.19 citations
  77. IS-Count: Large-Scale Object Counting from Satellite Images with Covariate-Based Importance Sampling ↗Chenlin Meng, Enci Liu, Willie Neiswanger et al.19 citations
  78. Learning from the Target: Dual Prototype Network for Few Shot Semantic Segmentation ↗Binjie Mao, Xinbang Zhang, Lingfeng Wang et al.19 citations
  79. Multi-Agent Reinforcement Learning Controller to Maximize Energy Efficiency for Multi-Generator Industrial Wave Energy Converter ↗Soumyendu Sarkar, Vineet Gundecha, Alexander Shmakov et al.19 citations
  80. NAREOR: The Narrative Reordering Problem ↗Varun Gangal, Steven Y. Feng, Malihe Alikhani et al.19 citations
  81. Post-OCR Document Correction with Large Ensembles of Character Sequence-to-Sequence Models ↗Juan Ramirez-Orta, Eduardo Xamena, Ana Gabriela Maguitman et al.19 citations
  82. Q-Ball: Modeling Basketball Games Using Deep Reinforcement Learning ↗Chen Yanai, Adir Solomon, Gilad Katz et al.19 citations
  83. Static-Dynamic Co-teaching for Class-Incremental 3D Object Detection ↗Na Zhao, Gim Hee Lee19 citations
  84. Truthful and Fair Mechanisms for Matroid-Rank Valuations ↗Siddharth Barman, Paritosh Verma19 citations
  85. AI for Disaster Rapid Damage Assessment from Microblogs ↗Muhammad Imran, Umair Qazi, Ferda Ofli et al.18 citations
  86. Achieving Counterfactual Fairness for Causal Bandit ↗Wen Qi Huang, Lu Zhang, Xintao Wu18 citations
  87. Attention-Based Transformation from Latent Features to Point Clouds ↗Kaiyi Zhang, Ximing Yang, Yuan Wu et al.18 citations
  88. Class-Wise Adaptive Self Distillation for Federated Learning on Non-IID Data (Student Abstract) ↗Yuting He, Yiqiang Chen, Xiaodong Yang et al.18 citations
  89. Clustering Interval-Censored Time-Series for Disease Phenotyping ↗Irene Y. Chen, Rahul G. Krishnan, David A. Sontag18 citations
  90. DeepGPD: A Deep Learning Approach for Modeling Geospatio-Temporal Extreme Events ↗Tyler Wilson, Pang‐Ning Tan, Lifeng Luo18 citations
  91. GraphMemDialog: Optimizing End-to-End Task-Oriented Dialog Systems Using Graph Memory Networks ↗Jie Wu, Ian G. Harris, Hongzhi Zhao18 citations
  92. HEAL: A Knowledge Graph for Distress Management Conversations ↗Anuradha Welivita, Pearl Pu18 citations
  93. Incomplete Argumentation Frameworks: Properties and Complexity ↗Gianvincenzo Alfano, Sergio Greco, Francesco Parisi et al.18 citations
  94. Interpreting Gender Bias in Neural Machine Translation: Multilingual Architecture Matters ↗Marta R. Costa‐jussà, Carlos Escolano, Christine Basta et al.18 citations
  95. Learning Quality-Aware Representation for Multi-Person Pose Regression ↗Yabo Xiao, Dongdong Yu, Xiao Juan Wang et al.18 citations
  96. Learning and Dynamical Models for Sub-seasonal Climate Forecasting: Comparison and Collaboration ↗Sijie He, Xinyan Li, Laurie Trenary et al.18 citations
  97. No Task Left Behind: Multi-Task Learning of Knowledge Tracing and Option Tracing for Better Student Assessment ↗Suyeong An, Junghoon Kim, Minsam Kim et al.18 citations
  98. Proximal PanNet: A Model-Based Deep Network for Pansharpening ↗Xiangyong Cao, Yang Chen, Wenfei Cao18 citations
  99. SJDL-Vehicle: Semi-supervised Joint Defogging Learning for Foggy Vehicle Re-identification ↗Wei‐Ting Chen, I-Hsiang Chen, Chih-Yuan Yeh et al.18 citations
  100. Same State, Different Task: Continual Reinforcement Learning without Interference ↗Samuel Kessler, Jack Parker-Holder, Philip Ball et al.18 citations

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