论文
[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) , 2024.
[IJCV 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), 2024.
[TIP 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.
[CVPR 2024] SiboWang, Jie Zhang, Zheng Yuan, Shiguang Shan. “Pre-trained Model Guided Fine-Tuning for Zero-Shot Adversarial Robustness,” IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2024.
[CVPR 2024] Zonghui Guo, Xinyu Han, Jie Zhang, Shiguang Shan, Haiyong Zheng. “Video Harmonization with Triplet Spatio-Temporal Variation Patterns,” IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2024.
[ECCV 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), 2024.
[CVIU 2024] Changzhen Li, Jie Zhang*, Shuzhe Wu, Xin Jin, Shiguang Shan. "Hierarchical Compositional Representations for Few-shot Action Recognition," Computer Vision and Image Understanding (CVIU), vol. 240, pp. 103911, 2024.
[TIP 2023] Yude Wang, Jie Zhang, Meina Kan, Shiguang Shan, Xilin Chen. "BLPSeg: Balance the Label Preference in Scribble-Supervised Semantic Segmentation," IEEE Transactions on Image Processing (TIP), vol. 32, pp. 4921-4934, 2023.
[TIFS 2023] 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.
[MM 2023] Qiankun Li, Xiaolong Huang, Zhifan Wan, Lanqing Hu, Shuzhe Wu, Jie Zhang, Shiguang Shan, Zengfu Wang. "Data-efficient Masked Video Modeling for Self-supervised Action Recognition," ACM International Conference on Multimedia (ACM MM), pp. 2723-2733, 2023.
[CVPR 2022] Mingjie He, Jie Zhang, Shiguang Shan, Xilin Chen. "Enhancing Face Recognition With Self-Supervised 3D Reconstruction," IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), pp. 4062-4071, 2022.
[PR 2022]Yude Wang, Jie Zhang*, Meina Kan, Shiguang Shan. " Learning Pseudo Labels for Semi-and-weakly Supervised Semantic Segmentation," Pattern Recognition (PR), vol. 132, pp. 108925, 2022.
[ECCV 2022] Zheng Yuan, Jie Zhang, Shiguang Shan. "Adaptive Image Transformations for Transfer-Based Adversarial Attack," European Conference on Computer Vision (ECCV), pp. 1-17, 2022.
[TIP 2021] Mingjie He, Jie Zhang, Shiguang Shan*, Xiao Liu, Zhongqin Wu, Xilin Chen. "Locality-aware Channel-wise Dropout for Occluded Face Recognition," IEEE Transactions on Image Processing (TIP), vol. 31, pp. 788-798, 2021.
[TIFS 2021] 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 (TIFS), vol. 17, pp. 138-151, 2021.
[ICCV 2021] Zheng Yuan, Jie Zhang, Yunpei Jia, Chuanqi Tan, Tao Xue, Shiguang Shan. " Meta Gradient Adversarial Attack," IEEE/CVF International Conference on Computer Vision (ICCV), pp. 7748-7757, 2021.
[PR 2021] Yunpei Jia, Jie Zhang, Shiguang Shan*, Xilin Chen. "Unified Unsupervised and Semi-supervised Domain Adaptation Network for Cross-scenario Face Anti-spoofing," Pattern Recognition (PR), vol.115, pp. 107888, 2021.
[CVPR 2020] Yude Wang, Jie Zhang, Meina Kan, Shiguang Shan, Xilin Chen. "Self-Supervised Equivariant Attention Mechanism for Weakly Supervised Semantic Segmentation," IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), pp. 12272-12281, 2020.
[CVPR 2020] Yunpei Jia, Jie Zhang, Shiguang Shan, Xilin Chen. "Single-side Domain Generalization for Face Anti-spoofing," IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), pp. 8484-8493, 2020.
[PR 2018] Mingjie He, Jie Zhang, Shiguang Shan*, Meina Kan, Xilin Chen. " Deformable Face Net for Pose Invariant Face Recognition," Pattern Recognition (PR), vol.100, pp. 107113, 2018.
[CVPR 2016] Jie Zhang, Meina Kan, Shiguang Shan, and Xilin Chen. "Occlusion-free Face Alignment: Deep Regression Networks Coupled with De-corrupt AutoEncoders," IEEE Conference on Computer Vision and Pattern Recognition (CVPR), pp. 3428-3437, 2016.
[ICCV 2015] Jie Zhang, Meina Kan, Shiguang Shan, and Xilin Chen. "Leveraging Datasets With Varying Annotations for Face Alignment via Deep Regression Network," IEEE International Conference on Computer Vision (ICCV), pp. 3801-3809, 2015.
[ECCV 2014] Jie Zhang, Shiguang Shan, Meina Kan, and Xilin Chen. "Coarse-to-Fine Auto-encoder Networks (CFAN) for Real-time Face Alignment," European Conference on Computer Vision (ECCV), pp. 1-16, 2014.