Highlight Publications

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  1. Min Wang, Wengang Zhou, Xin Yao, Qi Tian, and Houqiang Li, “Towards Codebook-free Deep Probabilistic Quantization for Image Retrieval,” IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 46(2): 626-640, 2024.

  2. Yiheng Liu, Wengang Zhou, Qiaokang Xie, and Houqiang Li, “Unsupervised Person Re-Identification with Wireless Positioning under Weak Scene Labeling,” IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 45(4): 5282-5295, 2023.

  3. Jinhua Zhu, Yingce Xia, Lijun Wu, Jiajun Deng, Wengang Zhou, Tao Qin, Tie-Yan Liu, and Houqiang Li, “Masked Contrastive Representation Learning for Reinforcement Learning,” IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 45(3): 3421-3433, 2023.

  4. Hezhen Hu, Weichao Zhao, Wengang Zhou, and Houqiang Li, “SignBERT+: Hand-model-aware Self-supervised Pre-training for Sign Language Understanding,” IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 45(9):11221-11239, 2023.

  5. Zhendong Wang, Xiaodong Cun, Jianmin Bao, Wengang Zhou, Jianmin Bao, and Houqiang Li, “Uformer: A General U-Shaped Transformer for Image Restoration,” IEEE Conference on Computer Vision and Pattern Recognition (CVPR), June 19-24, 2022.(Google Scholar Citations: 1145. Most Influential Papers in CVPR 2022

  6. Jiajun Deng, Shaoshuai Shi, Peiwei Li, Wengang Zhou, Yanyong Zhang, and Houqiang Li, “Voxel R-CNN: Towards High Performance Voxel-based 3D Object Detection,” AAAI Conference on Artificial Intelligence (AAAI), pp. 1201-1209, 2021.(Google Scholar Citations: 674. Most Influential Papers in AAAI 2021

  7. Ning Wang, Wengang Zhou, Jie Wang, and Houqiang Li, “Transformer Meets Tracker: Exploiting Temporal Context for Robust Visual Tracking,” IEEE Conference on Computer Vision and Pattern Recognition (CVPR), pp. 1571-1580, Oral Paper, 2021.(Google Scholar Citations: 612)

  8. Ning Wang, Yibing Song, Chao Ma, Wengang Zhou, Wei Liu, and Houqiang Li, “Unsupervised Deep Tracking,” IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2019.(Google Scholar Citations: 428)

  9. Ning Wang, Wengang Zhou, Qi Tian, Richang Hong, Meng Wang, and Houqiang Li, “Multi-Cue Correlation Filters for Robust Visual Tracking,” IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Feb. 2018.(Google Scholar Citations: 459)

  10. Jie Huang, Wengang Zhou, Qilin Zhang, Houqiang Li and Weiping Li, “Video-based Sign Language Recognition without Temporal Segmentation,” AAAI Conference on Artificial Intelligence (AAAI), 2018.(Google Scholar Citations: 459)