Changzhen Li, Jie Zhang, Shuzhe Wu, Xin Jin, Shiguang Shan. Hierarchical compositional representations for few-shot action recognition. Computer Vision and Image Understanding (CVIU), 240: 103911, 2024.
Mingjie He, Jie Zhang, Shiguang Shan, Xilin Chen. Enhancing Face Recognition with Detachable Self-Supervised Bypass Networks. IEEE Transactions on Image Processing (TIP), Vol. 33, pp. 1588-1599, 2024.
Xingming Long, Jie Zhang, Shiguang Shan. Generalized Face Liveness Detection via De-fake Face Generator. IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2024.
Zheng Yuan, Jie Zhang, Zhaoyan Jiang, Liangliang Li, Shiguang Shan. Adaptive Perturbation for Adversarial Attack. IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), Vol. 46, No. 8, pp. 5663-5676, 2024.
Zheng Yuan, Jie Zhang, Yude Wang, Shiguang Shan, Xilin Chen. Towards Robust Semantic Segmentation against Patch-based Attack via Attention Refinement. International Journal of Computer Vision (IJCV), Vol. 132, No. 11, pp. 5270-5292, 2024.
Xingming Long, Jie Zhang, Shuzhe Wu, Xin Jin, Shiguang Shan. Dual Sampling Based Causal Intervention for Face Anti-Spoofing with Identity Debiasing. IEEE Transactions on Information Forensics and Security (TIFS), Vol. 19, pp. 851-862, 2023.
Yunpei Jia, Jie Zhang*, Shiguang Shan. Dual-Branch Meta-learning Network with Distribution Alignment for Face Anti-spoofing. IEEE Transactions on Information Forensics and Security, Vol.17, pp 138-151, 2022.
Yunpei Jia, Jie Zhang, Shiguang Shan and Xilin Chen. Unified Unsupervised and Semi-supervised Domain Adaptation Network for Cross-scenario Face Anti-spoofing. Pattern Recognition, 115: 107888, 2021.
Sibo Wang, Jie Zhang, Zheng Yuan, Shiguang Shan. Pre-trained Model Guided Fine-Tuning for Zero-Shot Adversarial Robustness. IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), pp. 24502-24511, Seattle WA, USA, Jun. 17-21, 2024.
Zonghui Guo, Xinyu Han, Jie Zhang, Shiguang Shan, Haiyong Zheng. Video Harmonization with Triplet Spatio-Temporal Variation Patterns. IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), pp. 19177-19186, Seattle WA, USA, Jun. 17-21, 2024.
Zhongqi Wang, Jie Zhang, Shiguang Shan, Xilin Chen. T2IShield: Defending Against Backdoors on Text-to-Image Diffusion Models. European Conference on Computer Vision (ECCV), pp. 107-124, Mico Milano, Italy, Sep 29-Oct 4, 2024.
Xingming Long, Jie Zhang, Shiguang Shan, Xilin Chen. Rethinking the Evaluation of Out-of-Distribution Detection: A Sorites Paradox. Annual Conference on Neural Information Processing Systems (NeurIPS), Vancouver, Canada, Dec. 10-15, 2024.
Zheng Yuan, Jie Zhang, Shiguang Shan. Adaptive Image Transformations for Transfer-based Adversarial Attack. Proceedings of the 17th European Conference on Computer Vision (ECCV), Oct. 23-27, 2022, Tel Aviv, Isreal / Cyberspace.
Zheng Yuan, Jie Zhang, Yunpei Jia, Chuanqi Tan, Tao Xue and Shiguang Shan. Meta Gradient Adversarial Attack. IEEE/CVF International Conference on Computer Vision (ICCV), pp. 7748-7757, Montreal, Canada, Oct.11-17, 2021.
Yunpei Jia, Jie Zhang, Shiguang Shan, Xilin Chen, "Single-Side Domain Generalization for Face Anti-Spoofing," IEEE Conference on Computer Vision and Pattern Recognition(CVPR), pp. 8484-8493, 2020.