Peixia Li

Peixia Li

PHD in the University of Sydney

Publications

CONFERENCE PAPERS

  1. Peixia Li, Pulak Purkait, Thalaiyasingam Ajanthan, Majid Abdolshah, Ravi Garg, Hisham Husain, Chenchen Xu, Stephen Gould, Wanli Ouyang, Anton van den Hengel. “Semi-Supervised Semantic Segmentation under Label Noise via Diverse Learning Group”. IEEE/CVF International Conference on Computer Vision (ICCV), 2023.
  2. Boyu Chen1, Peixia Li1, Lei Bai, Lei Qiao, Qiuhong Shen, Bo Li, Weihao Gan, Wei Wu, Wanli Ouyang. “Backbone is All Your Need: A Simplified Architecture for Visual Object Tracking”. The European Conference on Computer Vision (ECCV), 2022. (CODE)
  3. Qiuhong Shen, Lei Qiao, Jinyang Guo, Peixia Li, Xin Li, Bo Li, Weitao Feng, Weihao Gan, Wei Wu, Wanli Ouyang. “Unsupervised Learning of Accurate Siamese Tracking”. IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Oral, 2022. (CODE)
  4. Boyu Chen1, Peixia Li1, Chuming Li, Baopu Li, Lei Bai, Chen Lin, Ming Sun, Junjie yan, Wanli Ouyang. “GLiT: Neural Architecture Search for Global and Local Image Transformer.” IEEE/CVF International Conference on Computer Vision (ICCV), 2021. (CODE)
  5. Boyu Chen1, Peixia Li1, Baopu Li, Chen Lin, Chuming Li, Ming Sun, Junjie Yan, Wanli Ouyang. “BN-NAS: Neural Architecture Search with Batch Normalization” IEEE/CVF International Conference on Computer Vision (ICCV), 2021. (CODE)
  6. Peixia Li, Boyu Chen, Wanli Ouyang, Dong Wang, Xiaoyun Yang, and Huchuan Lu. “Gradnet: Gradient-guided network for visual object tracking.” IEEE/CVF International Conference on Computer Vision (ICCV) Oral, 2019. (CODE)
  7. Boyu Chen, Dong Wang, Peixia Li, Shuang Wang, and Huchuan Lu. “Real-time’Actor-Critic’Tracking.” In Proceedings of the European conference on computer vision (ECCV), 2018.

JOURNAL PAPERS

  1. Peixia Li, Boyu Chen, Lei Bai, Lei Qiao, Bo Li, and Wanli Ouyang. “SiamSampler: Video-Guided Sampling for Siamese Visual Tracking.” IEEE Transactions on Circuits and Systems for Video Technology (2022).
  2. Boyu Chen, Wenlong Guan, Peixia Li, Naoki Ikeda, Kosuke Hirasawa, and Huchuan Lu. “Residual multi-task learning for facial landmark localization and expression recognition.” Pattern Recognition 115 (2021): 107893.
  3. Peixia Li, Boyu Chen, Dong Wang, and Huchuan Lu. “Visual tracking by dynamic matching-classification network switching.” Pattern Recognition 107 (2020): 107419.
  4. Boyu Chen, Peixia Li, Chong Sun, Dong Wang, Gang Yang, and Huchuan Lu. “Multi attention module for visual tracking.” Pattern Recognition 87 (2019): 80-93.
  5. Peixia Li, Dong Wang, Lijun Wang, and Huchuan Lu. “Deep visual tracking: Review and experimental comparison.” Pattern Recognition 76 (2018): 323-338.
  6. Huchuan Lu, Peixia Li and Dong Wang. “Visual object tracking: a survey.” Pattern Recognition and Artificial Intelligence 31, no. 1 (2018): 61-76.

OTHERS

  1. Jinghao Zhou, Bo Li, Peng Wang, Peixia Li, Weihao Gan, Wei Wu, Junjie Yan, and Wanli Ouyang. “Real-Time Visual Object Tracking via Few-Shot Learning.” arXiv preprint arXiv:2103.10130 (2021).
  2. Boyu Chen1, Peixia Li1, Baopu Li, Chuming Li, Lei Bai, Chen Lin, Ming Sun, Junjie Yan, Wanli Ouyang. “PSViT: Better Vision Transformer via Token Pooling and Attention Sharing” arXiv preprint arXiv:2108.03428 (2021).

  1. Equal Contribution. ↩ ↩2 ↩3 ↩4 ↩5 ↩6 ↩7 ↩8