Elamur Research⌕
☰
home / venues / Proceedings of the AAAI Conference on… / 2023 / papers

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

2,019 papers · page 1 of 21 · the most cited first · ← Proceedings of the AAAI Conference on Artificial Intelligence 2023

1 2 … 10 … 21

  1. Are Transformers Effective for Time Series Forecasting? ↗Ailing Zeng, Muxi Chen, Lei Zhang et al.3,320 citations
  2. BEVDepth: Acquisition of Reliable Depth for Multi-View 3D Object Detection ↗Yinhao Li, Zheng Ge, Guanyi Yu et al.769 citations
  3. Exploring CLIP for Assessing the Look and Feel of Images ↗Jianyi Wang, Kelvin C. K. Chan, Chen Change Loy733 citations
  4. PDFormer: Propagation Delay-Aware Dynamic Long-Range Transformer for Traffic Flow Prediction ↗Jiawei Jiang, Chengkai Han, Wayne Xin Zhao et al.632 citations
  5. TrOCR: Transformer-Based Optical Character Recognition with Pre-trained Models ↗Minghao Li, Tengchao Lv, Jingye Chen et al.573 citations
  6. Ultra-High-Definition Low-Light Image Enhancement: A Benchmark and Transformer-Based Method ↗Tao Wang, Kaihao Zhang, Tianrun Shen et al.549 citations
  7. NHITS: Neural Hierarchical Interpolation for Time Series Forecasting ↗Cristian Challú, Kin G. Olivares, Boris N. Oreshkin et al.537 citations
  8. FedALA: Adaptive Local Aggregation for Personalized Federated Learning ↗Jianqing Zhang, Hua Yang, Hao Wang et al.420 citations
  9. Spatio-Temporal Meta-Graph Learning for Traffic Forecasting ↗Renhe Jiang, Zhaonan Wang, Jiawei Yong et al.313 citations
  10. CLIP-ReID: Exploiting Vision-Language Model for Image Re-identification without Concrete Text Labels ↗Siyuan Li, Sun Li, Qingli Li310 citations
  11. Spatio-Temporal Self-Supervised Learning for Traffic Flow Prediction ↗Jiahao Ji, Jingyuan Wang, Chao Huang et al.284 citations
  12. Simple and Efficient Heterogeneous Graph Neural Network ↗Xiaocheng Yang, Mingyu Yan, Shirui Pan et al.234 citations
  13. Intriguing Findings of Frequency Selection for Image Deblurring ↗Xintian Mao, Yiming Liu, Fengze Liu et al.231 citations
  14. Curriculum Temperature for Knowledge Distillation ↗Zheng Li, Xiang Li, Lingfeng Yang et al.227 citations
  15. High-Resolution Iterative Feedback Network for Camouflaged Object Detection ↗Xiaobin Hu, Shuo Wang, Xuebin Qin et al.218 citations
  16. BEVStereo: Enhancing Depth Estimation in Multi-View 3D Object Detection with Temporal Stereo ↗Yinhao Li, Han Bao, Zheng Ge et al.217 citations
  17. Underwater Ranker: Learn Which Is Better and How to Be Better ↗Chunle Guo, Ruiqi Wu, Xin Jin et al.215 citations
  18. FairFed: Enabling Group Fairness in Federated Learning ↗Yahya H. Ezzeldin, Shen Yan, Chaoyang He et al.197 citations
  19. PolarFormer: Multi-Camera 3D Object Detection with Polar Transformer ↗Yanqin Jiang, Zhang Li, Zhenwei Miao et al.194 citations
  20. Learning Progressive Modality-Shared Transformers for Effective Visible-Infrared Person Re-identification ↗Hu Lu, Xuezhang Zou, Pingping Zhang190 citations
  21. MGFN: Magnitude-Contrastive Glance-and-Focus Network for Weakly-Supervised Video Anomaly Detection ↗Yingxian Chen, Zhengzhe Liu, Baoheng Zhang et al.190 citations
  22. RESDSQL: Decoupling Schema Linking and Skeleton Parsing for Text-to-SQLHaoyang Li, Jing Zhang, Cuiping Li et al.188 citations · our summary
  23. Yet Another Traffic Classifier: A Masked Autoencoder Based Traffic Transformer with Multi-Level Flow Representation ↗Ruijie Zhao, Mingwei Zhan, Xianwen Deng et al.180 citations
  24. Dual Memory Units with Uncertainty Regulation for Weakly Supervised Video Anomaly Detection ↗Hang Zhou, Junqing Yu, Wei Yang177 citations
  25. AirFormer: Predicting Nationwide Air Quality in China with Transformers ↗Yuxuan Liang, Yutong Xia, Songyu Ke et al.171 citations
  26. Federated Learning on Non-IID Graphs via Structural Knowledge Sharing ↗Yue Tan, Yixin Liu, Guodong Long et al.170 citations
  27. Temporal Knowledge Graph Reasoning with Historical Contrastive Learning ↗Yi Xu, Junjie Ou, Hui Xu et al.164 citations
  28. Transformation-Equivariant 3D Object Detection for Autonomous Driving ↗Wu Hai, Chenglu Wen, Wei Li et al.152 citations
  29. On the Effectiveness of Parameter-Efficient Fine-Tuning ↗Zihao Fu, Haoran Yang, Anthony Man–Cho So et al.143 citations
  30. FLAME: Free-Form Language-Based Motion Synthesis & Editing ↗Ji-Hoon Kim, Jiseob Kim, Sungjoon Choi142 citations
  31. Few-Shot Object Detection via Variational Feature Aggregation ↗Jiaming Han, Yuqiang Ren, Jian Ding et al.141 citations
  32. Graph Anomaly Detection via Multi-Scale Contrastive Learning Networks with Augmented View ↗Jingcan Duan, Siwei Wang, Pei Zhang et al.137 citations
  33. Cluster-Guided Contrastive Graph Clustering Network ↗Xihong Yang, Yue Liu, Sihang Zhou et al.134 citations
  34. Bootstrapping Multi-View Representations for Fake News Detection ↗Qichao Ying, Xiaoxiao Hu, Yangming Zhou et al.130 citations
  35. Hard Sample Aware Network for Contrastive Deep Graph Clustering ↗Yue Liu, Xihong Yang, Sihang Zhou et al.130 citations
  36. A Holistic Approach to Undesired Content Detection in the Real WorldTodor Markov, Chong Zhang, Sandhini Agarwal et al.129 citations · our summary
  37. Superpoint Transformer for 3D Scene Instance Segmentation ↗Jiahao Sun, Chunmei Qing, Junpeng Tan et al.129 citations
  38. CRAFT: Camera-Radar 3D Object Detection with Spatio-Contextual Fusion Transformer ↗Young-Seok Kim, Sanmin Kim, Jun Won Choi et al.128 citations
  39. Tackling Data Heterogeneity in Federated Learning with Class Prototypes ↗Yutong Dai, Zeyuan Chen, Junnan Li et al.128 citations
  40. Can Bad Teaching Induce Forgetting? Unlearning in Deep Networks Using an Incompetent Teacher ↗Vikram S Chundawat, Ayush K Tarun, Murari Mandal et al.124 citations
  41. Deep Digging into the Generalization of Self-Supervised Monocular Depth Estimation ↗Jinwoo Bae, Sungho Moon, Sunghoon Im123 citations
  42. Repair Is Nearly Generation: Multilingual Program Repair with LLMs ↗Harshit Joshi, José Cambronero, Sumit Gulwani et al.123 citations
  43. Dish-TS: A General Paradigm for Alleviating Distribution Shift in Time Series Forecasting ↗Wei Fan, Pengyang Wang, Dongkun Wang et al.122 citations
  44. Neighbor Contrastive Learning on Learnable Graph Augmentation ↗Xiao Shen, Dewang Sun, Shirui Pan et al.121 citations
  45. Semi-supervised Credit Card Fraud Detection via Attribute-Driven Graph Representation ↗Sheng Xiang, Mingzhi Zhu, Dawei Cheng et al.120 citations
  46. Weakly-Supervised Camouflaged Object Detection with Scribble Annotations ↗Ruozhen He, Qihua Dong, Jiaying Lin et al.120 citations
  47. CALIP: Zero-Shot Enhancement of CLIP with Parameter-Free Attention ↗Ziyu Guo, Renrui Zhang, Longtian Qiu et al.119 citations
  48. Head-Free Lightweight Semantic Segmentation with Linear Transformer ↗Bo Dong, Pichao Wang, Fan Wang118 citations
  49. DPText-DETR: Towards Better Scene Text Detection with Dynamic Points in Transformer ↗Maoyuan Ye, Jing Zhang, Shanshan Zhao et al.117 citations
  50. Few-Shot Defect Image Generation via Defect-Aware Feature Manipulation ↗Yuxuan Duan, Yan Hong, Li Niu et al.117 citations
  51. Rethinking Data Augmentation for Single-Source Domain Generalization in Medical Image Segmentation ↗Zixian Su, Kai Yao, Xi Yang et al.110 citations
  52. Heterogeneous Graph Masked Autoencoders ↗Yijun Tian, Kaiwen Dong, Chunhui Zhang et al.109 citations
  53. FakeSV: A Multimodal Benchmark with Rich Social Context for Fake News Detection on Short Video Platforms ↗Peng Qi, Yuyan Bu, Juan Cao et al.108 citations
  54. Spatial-Spectral Transformer for Hyperspectral Image Denoising ↗Miaoyu Li, Ying Fu, Yulun Zhang107 citations
  55. Mean-Shifted Contrastive Loss for Anomaly Detection ↗Tal Reiss, Yedid Hoshen106 citations
  56. Auto-Weighted Multi-View Clustering for Large-Scale Data ↗Xinhang Wan, Xinwang Liu, Jiyuan Liu et al.105 citations
  57. Revisiting Classifier: Transferring Vision-Language Models for Video Recognition ↗Wenhao Wu, Zhun Sun, Wanli Ouyang105 citations
  58. Compact Transformer Tracker with Correlative Masked Modeling ↗Zikai Song, Run Luo, Junqing Yu et al.103 citations
  59. Time Series Contrastive Learning with Information-Aware Augmentations ↗Dongsheng Luo, Wei Dong Cheng, Yingheng Wang et al.101 citations
  60. FacT: Factor-Tuning for Lightweight Adaptation on Vision Transformer ↗Shibo Jie, Zhihong Deng100 citations
  61. FinalMLP: An Enhanced Two-Stream MLP Model for CTR Prediction ↗Kelong Mao, Jieming Zhu, Liangcai Su et al.99 citations
  62. Poisoning with Cerberus: Stealthy and Colluded Backdoor Attack against Federated Learning ↗Xiaoting Lyu, Yufei Han, Wei Wang et al.99 citations
  63. M3AE: Multimodal Representation Learning for Brain Tumor Segmentation with Missing Modalities ↗Hong Qi Liu, Dong Wei, Donghuan Lu et al.96 citations
  64. Graphix-T5: Mixing Pre-trained Transformers with Graph-Aware Layers for Text-to-SQL Parsing ↗Jinyang Li, Binyuan Hui, Reynold C. K. Cheng et al.95 citations
  65. Data-Efficient Image Quality Assessment with Attention-Panel Decoder ↗Guanyi Qin, Runze Hu, Yutao Liu et al.94 citations
  66. ShadowFormer: Global Context Helps Shadow Removal ↗Lanqing Guo, Siyu Huang, Ding Liu et al.93 citations
  67. Uniform Sequence Better: Time Interval Aware Data Augmentation for Sequential Recommendation ↗Yizhou Dang, Enneng Yang, Guibing Guo et al.93 citations
  68. Efficient Distribution Similarity Identification in Clustered Federated Learning via Principal Angles between Client Data Subspaces ↗Saeed Vahidian, Mahdi Morafah, Weijia Wang et al.92 citations
  69. Noise Based Deepfake Detection via Multi-Head Relative-Interaction ↗Tianyi Wang, K. P. Chow91 citations
  70. Diffusion Models Beat GANs on Topology Optimization ↗François Mazé, Faez Ahmed89 citations
  71. Improving Interpretability of Deep Sequential Knowledge Tracing Models with Question-centric Cognitive Representations ↗Jiahao Chen, Zitao Liu, Shuyan Huang et al.89 citations
  72. YOLOV: Making Still Image Object Detectors Great at Video Object Detection ↗Yuheng Shi, Naiyan Wang, Xiaojie Guo89 citations
  73. MDM: Molecular Diffusion Model for 3D Molecule Generation ↗Lei Huang, Hengtong Zhang, Tingyang Xu et al.87 citations
  74. Self-Emphasizing Network for Continuous Sign Language Recognition ↗Lianyu Hu, Liqing Gao, Zekang Liu et al.87 citations
  75. Faster Adaptive Federated Learning ↗Xidong Wu, Feihu Huang, Zhengmian Hu et al.85 citations
  76. Toward a Perspectivist Turn in Ground Truthing for Predictive ComputingFederico Cabitza, Andrea Campagner, Valerio Basile85 citations · our summary
  77. DUET: Cross-Modal Semantic Grounding for Contrastive Zero-Shot Learning ↗Zhuo Chen, Yu‐Feng Huang, Jiaoyan Chen et al.84 citations
  78. Parameter-Efficient Model Adaptation for Vision Transformers ↗Xuehai He, Chunyuan Li, Pengchuan Zhang et al.84 citations
  79. Target-Aware Tracking with Long-Term Context Attention ↗Kaijie He, Canlong Zhang, Sheng Xie et al.84 citations
  80. Cross-View Geo-Localization via Learning Disentangled Geometric Layout Correspondence ↗Xiaohan Zhang, Xingyu Li, Waqas Sultani et al.83 citations
  81. Spectral Feature Augmentation for Graph Contrastive Learning and Beyond ↗Yifei Zhang, Hao Zhu, Zixing Song et al.83 citations
  82. Decorate the Newcomers: Visual Domain Prompt for Continual Test Time Adaptation ↗Yulu Gan, Yan Bai, Yihang Lou et al.82 citations
  83. Pose-Oriented Transformer with Uncertainty-Guided Refinement for 2D-to-3D Human Pose Estimation ↗Han Li, Bowen Shi, Wenrui Dai et al.81 citations
  84. SARAS-Net: Scale and Relation Aware Siamese Network for Change Detection ↗Chao-Peng Chen, Jun-Wei Hsieh, Ping-Yang Chen et al.81 citations
  85. Hybrid CNN-Transformer Feature Fusion for Single Image Deraining ↗Xiang Chen, Jinshan Pan, Jiyang Lu et al.80 citations
  86. DICNet: Deep Instance-Level Contrastive Network for Double Incomplete Multi-View Multi-Label Classification ↗Chengliang Liu, Jie Wen, Xiaoling Luo et al.79 citations
  87. Enhanced Tensor Low-Rank and Sparse Representation Recovery for Incomplete Multi-View Clustering ↗Chao Zhang, Huaxiong Li, Wei Lv et al.79 citations
  88. Securing Secure Aggregation: Mitigating Multi-Round Privacy Leakage in Federated Learning ↗Jinhyun So, Ramy E. Ali, Başak Güler et al.79 citations
  89. LaCAM: Search-Based Algorithm for Quick Multi-Agent Pathfinding ↗Keisuke Okumura78 citations
  90. Breaking Immutable: Information-Coupled Prototype Elaboration for Few-Shot Object Detection ↗Xiaonan Lü, Wenhui Diao, Yongqiang Mao et al.77 citations
  91. StyleTalk: One-Shot Talking Head Generation with Controllable Speaking Styles ↗Yifeng Ma, Suzhen Wang, Zhipeng Hu et al.77 citations
  92. Intensity-Aware Loss for Dynamic Facial Expression Recognition in the Wild ↗Hanting Li, Hongjing Niu, Zhaoqing Zhu et al.76 citations
  93. LidarMultiNet: Towards a Unified Multi-Task Network for LiDAR Perception ↗Dongqiangzi Ye, Zixiang Zhou, Weijia Chen et al.76 citations
  94. MA-GCL: Model Augmentation Tricks for Graph Contrastive Learning ↗Xumeng Gong, Cheng Hong Yang, Chuan Shi75 citations
  95. Self Correspondence Distillation for End-to-End Weakly-Supervised Semantic Segmentation ↗Rongtao Xu, Changwei Wang, Jiaxi Sun et al.75 citations
  96. Causal Recurrent Variational Autoencoder for Medical Time Series Generation ↗Hongming Li, Shujian Yu, José Carlos Príncipe74 citations
  97. Layer-Wise Adaptive Model Aggregation for Scalable Federated Learning ↗Sunwoo Lee, Tuo Zhang, A. Salman Avestimehr74 citations
  98. Let the Data Choose: Flexible and Diverse Anchor Graph Fusion for Scalable Multi-View Clustering ↗Pei Zhang, Siwei Wang, Liang Li et al.74 citations
  99. DeMT: Deformable Mixer Transformer for Multi-Task Learning of Dense Prediction ↗Yangyang Xu, Yibo Yang, Lefei Zhang73 citations
  100. CF-ViT: A General Coarse-to-Fine Method for Vision Transformer ↗Mengzhao Chen, Mingbao Lin, Ke Li et al.72 citations

1 2 … 10 … 21

↑ back to top

This page in Markdown → https://md.research.elamur.ai/free/en/venues/proceedings-of-the-aaai-conference-on-artificial-intelligence/2023/papers/