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Proceedings of the AAAI Conference on Artificial Intelligence 2023: all accepted papers

2,019 papers · page 4 of 21 · the most cited first · ← Proceedings of the AAAI Conference on Artificial Intelligence 2023

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  1. Taxonomizing and Measuring Representational Harms: A Look at Image Tagging ↗Jared Katzman, Angelina Wang, Morgan Klaus Scheuerman et al.32 citations
  2. Two Wrongs Don’t Make a Right: Combating Confirmation Bias in Learning with Label Noise ↗Mingcai Chen, Hao Cheng, Yuntao Du et al.32 citations
  3. Eliciting Structural and Semantic Global Knowledge in Unsupervised Graph Contrastive Learning ↗Kaize Ding, Yan-Cheng Wang, Yingzhen Yang et al.31 citations
  4. Estimating Reflectance Layer from a Single Image: Integrating Reflectance Guidance and Shadow/Specular Aware Learning ↗Yeying Jin, Ruoteng Li, Wenhan Yang et al.31 citations
  5. Extracting Low-/High- Frequency Knowledge from Graph Neural Networks and Injecting It into MLPs: An Effective GNN-to-MLP Distillation Framework ↗Lirong Wu, Haitao Lin, Yufei Huang et al.31 citations
  6. Global Concept-Based Interpretability for Graph Neural Networks via Neuron Analysis ↗Han Xuanyuan, Pietro Barbiero, Dobrik Georgiev et al.31 citations
  7. MGTANet: Encoding Sequential LiDAR Points Using Long Short-Term Motion-Guided Temporal Attention for 3D Object Detection ↗Junho Koh, Junhyung Lee, Youngwoo Lee et al.31 citations
  8. Bugs in the Data: How ImageNet Misrepresents Biodiversity ↗Alexandra Sasha Luccioni, David Rolnick30 citations
  9. CL3D: Unsupervised Domain Adaptation for Cross-LiDAR 3D Detection ↗Xidong Peng, Xinge Zhu, Yuexin Ma30 citations
  10. ConTextual Masked Auto-Encoder for Dense Passage Retrieval ↗Desheng Dash Wu, Guangyuan Ma, Meng Shan Lin et al.30 citations
  11. Contrastive Open Set Recognition ↗Baile Xu, Furao Shen, Jian Ying Zhao30 citations
  12. Crafting Monocular Cues and Velocity Guidance for Self-Supervised Multi-Frame Depth Learning ↗Xiaofeng Wang, Zheng Dong Zhu, Guan Huang et al.30 citations
  13. Emergence of Punishment in Social Dilemma with Environmental Feedback ↗Zhen Wang, Zhao Song, Chen Shen et al.30 citations
  14. Learning Context-Aware Classifier for Semantic Segmentation ↗Zhuotao Tian, Jiequan Cui, Li Jiang et al.30 citations
  15. i-Code: An Integrative and Composable Multimodal Learning Framework ↗Ziyi Yang, Yuwei Fang, Chenguang Zhu et al.30 citations
  16. DesNet: Decomposed Scale-Consistent Network for Unsupervised Depth Completion ↗Zhiqiang Yan, Kun Wang, Xiang Li et al.29 citations
  17. HG-SL: Jointly Learning of Global and Local User Spreading Behavior for Fake News Early Detection ↗Ling Sun, Yuan Rao, Yuqian Lan et al.29 citations
  18. Multi-Modal Knowledge Hypergraph for Diverse Image Retrieval ↗Zeng YaWen, Qin Jin, Tengfei Bao et al.29 citations
  19. Point-Teaching: Weakly Semi-supervised Object Detection with Point Annotations ↗Yongtao Ge, Qiang Zhou, Xinlong Wang et al.29 citations
  20. Sample-Dependent Adaptive Temperature Scaling for Improved Calibration ↗Tom Joy, Francesco Pinto, Ser-Nam Lim et al.29 citations
  21. Self-Supervised Continual Graph Learning in Adaptive Riemannian Spaces ↗Li Sun, Junda Ye, Hao Peng et al.29 citations
  22. The Devil Is in the Frequency: Geminated Gestalt Autoencoder for Self-Supervised Visual Pre-training ↗Hao Liu, Xinghua Jiang, Xin Shane Li et al.29 citations
  23. Weakly Supervised 3D Multi-Person Pose Estimation for Large-Scale Scenes Based on Monocular Camera and Single LiDAR ↗Peishan Cong, Yiteng Xu, Yiming Ren et al.29 citations
  24. ACE: Cooperative Multi-Agent Q-learning with Bidirectional Action-Dependency ↗Chuming Li, Jie Liu, Yinmin Zhang et al.28 citations
  25. Avocodo: Generative Adversarial Network for Artifact-Free Vocoder ↗Taejun Bak, Junmo Lee, Hanbin Bae et al.28 citations
  26. Complex Dynamic Neurons Improved Spiking Transformer Network for Efficient Automatic Speech Recognition ↗Qingyu Wang, Tielin Zhang, Minglun Han et al.28 citations
  27. Consensus Learning for Cooperative Multi-Agent Reinforcement Learning ↗Zhiwei Xu, Bin Zhang, Dapeng Li et al.28 citations
  28. Contrastive Identity-Aware Learning for Multi-Agent Value Decomposition ↗Shunyu Liu, Yihe Zhou, Jie Song et al.28 citations
  29. MCL: Multi-Granularity Contrastive Learning Framework for Chinese NER ↗Shan Zhao, Chengyu Wang, Minghao Hu et al.28 citations
  30. Non-IID Transfer Learning on Graphs ↗Jun Wu, Jingrui He, Elizabeth A. Ainsworth28 citations
  31. PPGenCDR: A Stable and Robust Framework for Privacy-Preserving Cross-Domain Recommendation ↗Xinting Liao, Weiming Liu, Xiaolin Zheng et al.28 citations
  32. PrimeNet: Pre-training for Irregular Multivariate Time Series ↗Ranak Roy Chowdhury, Jiacheng Li, Xiyuan Zhang et al.28 citations
  33. Semantic-Enhanced Image Clustering ↗Shaotian Cai, Liping Qiu, Xiaojun Chen et al.28 citations
  34. Unsupervised Cross-Domain Rumor Detection with Contrastive Learning and Cross-Attention ↗Hongyan Ran, Caiyan Jia28 citations
  35. Weakly-Supervised Semantic Segmentation for Histopathology Images Based on Dataset Synthesis and Feature Consistency Constraint ↗Zijie Fang, Yang Chen, Yifeng Wang et al.28 citations
  36. A Vector Quantized Approach for Text to Speech Synthesis on Real-World Spontaneous Speech ↗Liwei Chen, Shinji Watanabe, Alexander I. Rudnicky27 citations
  37. ADEPT: A DEbiasing PrompT Framework ↗Ke Yang, Charles Yu, Yi R. Fung et al.27 citations
  38. Energy-Motivated Equivariant Pretraining for 3D Molecular Graphs ↗Rui Jiao, Jiaqi Han, Wenbing Huang et al.27 citations
  39. FedMDFG: Federated Learning with Multi-Gradient Descent and Fair Guidance ↗Zibin Pan, Shuyi Wang, Chi Li et al.27 citations
  40. From Coarse to Fine: Hierarchical Pixel Integration for Lightweight Image Super-resolution ↗Jie Liu, Chao Chen, Jie Tang et al.27 citations
  41. Good Helper Is around You: Attention-Driven Masked Image Modeling ↗Zhengqi Liu, Jie Gui, Hao Luo27 citations
  42. Learning a Generalized Gaze Estimator from Gaze-Consistent Feature ↗Mingjie Xu, Haofei Wang, Feng Lu27 citations
  43. Literacy and STEM Teachers Adapt AI Ethics Curriculum ↗Benjamin Walsh, Bridget Dalton, Stacey Forsyth et al.27 citations
  44. PDRF: Progressively Deblurring Radiance Field for Fast Scene Reconstruction from Blurry Images ↗Cheng Peng, Rama Chellappa27 citations
  45. Post-hoc Uncertainty Learning Using a Dirichlet Meta-Model ↗Maohao Shen, Yuheng Bu, Prasanna Sattigeri et al.27 citations
  46. RankDNN: Learning to Rank for Few-Shot Learning ↗Qianyu Guo, Gong Haotong, Xujun Wei et al.27 citations
  47. A Simple Baseline for Multi-Camera 3D Object Detection ↗Yunpeng Zhang, Wenzhao Zheng, Zheng Dong Zhu et al.26 citations
  48. ACL-Net: Semi-supervised Polyp Segmentation via Affinity Contrastive Learning ↗Huisi Wu, Wende Xie, Jingyin Lin et al.26 citations
  49. Adaptive Policy Learning for Offline-to-Online Reinforcement Learning ↗Han Zheng, Xufang Luo, Pengfei Wei et al.26 citations
  50. Contrastive Masked Autoencoders for Self-Supervised Video Hashing ↗Yuting Wang, Jinpeng Wang, Bin Chen et al.26 citations
  51. DiffMD: A Geometric Diffusion Model for Molecular Dynamics Simulations ↗Fang Wu, Stan Ziqing Li26 citations
  52. ESPT: A Self-Supervised Episodic Spatial Pretext Task for Improving Few-Shot Learning ↗Yi Rong, Xiongbo Lu, Zhaoyang Sun et al.26 citations
  53. Fairness and Explainability: Bridging the Gap towards Fair Model Explanations ↗Yuying Zhao, Yu Wang, Tyler Derr26 citations
  54. IndicSUPERB: A Speech Processing Universal Performance Benchmark for Indian Languages ↗Tahir Javed, Kaushal Santosh Bhogale, Abhigyan Raman et al.26 citations
  55. Knowledge-Bridged Causal Interaction Network for Causal Emotion Entailment ↗Weixiang Zhao, Yanyan Zhao, Zhuojun Li et al.26 citations
  56. Learning Control Policies for Stochastic Systems with Reach-Avoid Guarantees ↗Đorđe Žikelić, Mathias Lechner, Thomas A. Henzinger et al.26 citations
  57. Predictive Exit: Prediction of Fine-Grained Early Exits for Computation- and Energy-Efficient Inference ↗Xiangjie Li, Chenfei Lou, Yuchi Chen et al.26 citations
  58. Riemannian Local Mechanism for SPD Neural Networks ↗Ziheng Chen, Tianyang Xu, Xiao‐Jun Wu et al.26 citations
  59. SEnsor Alignment for Multivariate Time-Series Unsupervised Domain Adaptation ↗Yucheng Wang, Yuecong Xu, Jianfei Yang et al.26 citations
  60. Scaling Law for Recommendation Models: Towards General-Purpose User Representations ↗Kyuyong Shin, Hanock Kwak, Su Young Kim et al.26 citations
  61. Steganography of Steganographic Networks ↗Guobiao Li, Sheng Li, Meiling Li et al.26 citations
  62. Towards Learning to Discover Money Laundering Sub-network in Massive Transaction Network ↗Ziwei Chai, Yang Yang, Jiawang Dan et al.26 citations
  63. Training Meta-Surrogate Model for Transferable Adversarial Attack ↗Yunxiao Qin, Yuanhao Xiong, Jinfeng Yi et al.26 citations
  64. Augmenting Affective Dependency Graph via Iterative Incongruity Graph Learning for Sarcasm Detection ↗Xiaobao Wang, Yiqi Dong, Di Jin et al.25 citations
  65. Build-a-Bot: Teaching Conversational AI Using a Transformer-Based Intent Recognition and Question Answering Architecture ↗Kate Pearce, Sharifa Alghowinem, Cynthia Breazeal25 citations
  66. CLGT: A Graph Transformer for Student Performance Prediction in Collaborative Learning ↗Tianhao Peng, Yu Liang, Wenjun Wu et al.25 citations
  67. Causal Intervention for Human Trajectory Prediction with Cross Attention Mechanism ↗Chunjiang Ge, Shiji Song, Gao Ming Huang25 citations
  68. Continual Learning with Scaled Gradient Projection ↗Gobinda Saha, Kaushik Roy25 citations
  69. Correspondence-Free Domain Alignment for Unsupervised Cross-Domain Image Retrieval ↗Xu Wang, Dezhong Peng, Ming Yan et al.25 citations
  70. Fine-Grained Retrieval Prompt Tuning ↗Shijie Wang, Jianlong Chang, Zhihui Wang et al.25 citations
  71. HAVEN: Hierarchical Cooperative Multi-Agent Reinforcement Learning with Dual Coordination Mechanism ↗Zhiwei Xu, Yunpeng Bai, Bin Zhang et al.25 citations
  72. Learning to Memorize Entailment and Discourse Relations for Persona-Consistent Dialogues ↗Ruijun Chen, Jin Wang, Liang-Chih Yu et al.25 citations
  73. Maximum Entropy Population-Based Training for Zero-Shot Human-AI Coordination ↗Rui Zhao, Jinming Song, Yufeng Yuan et al.25 citations
  74. Mind the Gap: Polishing Pseudo Labels for Accurate Semi-supervised Object Detection ↗Lei Zhang, Yuxuan Sun, Wei Wei25 citations
  75. Mitigating Artifacts in Real-World Video Super-resolution Models ↗Liangbin Xie, Xintao Wang, Shuwei Shi et al.25 citations
  76. MultiSpider: Towards Benchmarking Multilingual Text-to-SQL Semantic Parsing ↗Longxu Dou, Yan Gao, Mingyang Pan et al.25 citations
  77. PateGail: A Privacy-Preserving Mobility Trajectory Generator with Imitation Learning ↗Huandong Wang, Changzheng Gao, Yuchen Wu et al.25 citations
  78. Personalized Dialogue Generation with Persona-Adaptive Attention ↗Qiushi Huang, Yu Zhang, Tom Ko et al.25 citations
  79. Resilient Binary Neural Network ↗Sheng Yong Xu, Yanjing Li, Teli Ma et al.25 citations
  80. TransVCL: Attention-Enhanced Video Copy Localization Network with Flexible Supervision ↗Sifeng He, Yue He, Minlong Lu et al.25 citations
  81. Active Token Mixer ↗Guoqiang Wei, Zhizheng Zhang, Cuiling Lan et al.24 citations
  82. An Extreme-Adaptive Time Series Prediction Model Based on Probability-Enhanced LSTM Neural Networks ↗Yanhong Li, Jack Xu, David C. Anastasiu24 citations
  83. CLIPVG: Text-Guided Image Manipulation Using Differentiable Vector Graphics ↗Yiren Song, Xuning Shao, Kang Chen et al.24 citations
  84. Data Imputation with Iterative Graph Reconstruction ↗Jiajun Zhong, Ning Gui, Weiwei Ye24 citations
  85. Evaluating Model-Free Reinforcement Learning toward Safety-Critical Tasks ↗Linrui Zhang, Qin Zhang, Shen Li et al.24 citations
  86. Federated Robustness Propagation: Sharing Adversarial Robustness in Heterogeneous Federated Learning ↗Junyuan Hong, Haotao Wang, Zhangyang Wang et al.24 citations
  87. Few-Shot 3D Point Cloud Semantic Segmentation via Stratified Class-Specific Attention Based Transformer Network ↗Canyu Zhang, Zhenyao Wu, Xinyi Wu et al.24 citations
  88. Interpreting Unfairness in Graph Neural Networks via Training Node Attribution ↗Yushun Dong, Song Wang, Jing Ma et al.24 citations
  89. IterDE: An Iterative Knowledge Distillation Framework for Knowledge Graph Embeddings ↗Jiajun Liu, Peng Wang, Ziyu Shang et al.24 citations
  90. KnowGL: Knowledge Generation and Linking from Text ↗Gaetano Rossiello, Md. Faisal Mahbub Chowdhury, Nandana Mihindukulasooriya et al.24 citations
  91. Learning Temporal-Ordered Representation for Spike Streams Based on Discrete Wavelet Transforms ↗Jiyuan Zhang, Shanshan Jia, Zhaofei Yu et al.24 citations
  92. Multiple Robust Learning for Recommendation ↗Haoxuan Li, Quanyu Dai, Yuru Li et al.24 citations
  93. NLIP: Noise-Robust Language-Image Pre-training ↗Runhui Huang, Yanxin Long, Jianhua Han et al.24 citations
  94. PUPS: Point Cloud Unified Panoptic Segmentation ↗Shihao Su, Jianyun Xu, Huanyu Wang et al.24 citations
  95. Painterly Image Harmonization in Dual Domains ↗Junyan Cao, Yan Hong, Li Niu24 citations
  96. Anonymization for Skeleton Action Recognition ↗Saemi Moon, Myeonghyeon Kim, Zhenyue Qin et al.23 citations
  97. Attention-Based Depth Distillation with 3D-Aware Positional Encoding for Monocular 3D Object Detection ↗Zizhang Wu, Yunzhe Wu, Jian Yu Pu et al.23 citations
  98. COLA: Improving Conversational Recommender Systems by Collaborative Augmentation ↗Dongding Lin, Jian Wang, Wenjie Li23 citations
  99. Cross-Modality Person Re-identification with Memory-Based Contrastive Embedding ↗De Cheng, Xiaolong Wang, Nannan Wang et al.23 citations
  100. DQ-DETR: Dual Query Detection Transformer for Phrase Extraction and Grounding ↗Shilong Liu, Shijia Huang, Feng Li et al.23 citations

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