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. Jiajun Deng, Zhengyuan Yang, Daqing Liu, Tianlang Chen, Wengang Zhou, Yanyong Zhang, Houqiang Li, and Wanli Ouyang, “TransVG++: End-to-End Visual Grounding with Language Conditioned Vision Transformer,” IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 45(11): 13636-13652, 2023.

  3. 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.

  4. 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.

  5. 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.

  6. Zhiyang Guo, Wengang Zhou, Min Wang, Li Li, and Houqiang Li, “HandNeRF: Neural Radiance Fields for Animatable Interacting Hands,” IEEE Conference on Computer Vision and Pattern Recognition (CVPR), June 18-22, 2023.

  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.

  8. Ning Wang, Wengang Zhou, Yibing Song, Chao Ma, Wei Liu, and Houqiang Li, “Unsupervised Deep Representation Learning for Real-Time Tracking,” International Journal of Computer Vision (IJCV), 129(2): 400-418, 2021.

  9. Wengang Zhou, Houqiang Li, Jian Sun, and Qi Tian, “Collaborative Index Embedding for Image Retrieval,” IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), vol. 40, no. 5, pp. 1154-1166, 2018.

  10. Wengang Zhou, Ming Yang, Xiaoyu Wang, Houqiang Li, Yuanqing Lin, and Qi Tian, “Scalable Feature Matching by Dual Cascaded Scalar Quantization for Image Retrieval,” IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), vol. 38, no. 1, pp. 159-171, 2016.