Learning Meta Model for Zero- and Few-shot Face Anti-spoofing

29 April 2019

Zhen Lei

Papers citing "Learning Meta Model for Zero- and Few-shot Face Anti-spoofing"

50 / 56 papers shown

Title
Learning in Multiple Spaces: Few-Shot Network Attack Detection with Metric-Fused Prototypical Networks Fernando Martinez-Lopez Lesther Santana Mohamed Rahouti AAML 39 1 0 03 Jan 2025
Confidence Aware Learning for Reliable Face Anti-spoofing Xingming Long Jie M. Zhang Shiguang Shan CVBM 68 2 0 02 Nov 2024
Generalized Face Liveness Detection via De-spoofing Face Generator Xingming Long Shiguang Shan Jie M. Zhang CVBM 38 0 0 17 Jan 2024
Dual Teacher Knowledge Distillation with Domain Alignment for Face Anti-spoofing Zhe Kong Wentian Zhang Tao Wang Kaihao Zhang Yuexiang Li Xiaoying Tang Wenhan Luo AAML CVBM 25 1 0 02 Jan 2024
TeG-DG: Textually Guided Domain Generalization for Face Anti-Spoofing Lianrui Mu Jianhong Bai Xiaoxuan He Jiangnan Ye Xiaoyu Liang Yuchen Yang Jiedong Zhuang Haoji Hu 24 2 0 30 Nov 2023
Domain-Generalized Face Anti-Spoofing with Unknown Attacks Zong-Wei Hong Yu-Chen Lin Hsuan-Tung Liu Yi-Ren Yeh Chu-Song Chen CVBM AAML 20 4 0 18 Oct 2023
FLIP: Cross-domain Face Anti-spoofing with Language Guidance K. Srivatsan Muzammal Naseer Karthik Nandakumar CVBM 42 44 0 28 Sep 2023
S-Adapter: Generalizing Vision Transformer for Face Anti-Spoofing with Statistical Tokens Rizhao Cai Zitong Yu Chen Kong Haoliang Li Changsheng Chen Yongjian Hu Alex C. Kot 22 11 0 07 Sep 2023
FedSIS: Federated Split Learning with Intermediate Representation Sampling for Privacy-preserving Generalized Face Presentation Attack Detection Naif Alkhunaizi K. Srivatsan Faris Almalik Ibrahim Almakky Karthik Nandakumar FedML 38 1 0 20 Aug 2023
Hyperbolic Face Anti-Spoofing Shuangpeng Han Rizhao Cai Yawen Cui Zitong Yu Yongjian Hu Alex C. Kot CVBM AAML 30 2 0 17 Aug 2023
Visual Prompt Flexible-Modal Face Anti-Spoofing Zitong Yu Rizhao Cai Yawen Cui Ajian Liu Changsheng Chen 34 6 0 26 Jul 2023
Rehearsal-Free Domain Continual Face Anti-Spoofing: Generalize More and Forget Less Rizhao Cai Yawen Cui Zhi Li Zitong Yu Haoliang Li Yongjian Hu Alex C. Kot CLL 34 20 0 16 Mar 2023
EnfoMax: Domain Entropy and Mutual Information Maximization for Domain Generalized Face Anti-spoofing Tianyi Zheng CVBM 21 2 0 17 Feb 2023
Rethinking Vision Transformer and Masked Autoencoder in Multimodal Face Anti-Spoofing Zitong Yu Rizhao Cai Yawen Cui Xin Liu Yongjian Hu Alex C. Kot 24 21 0 11 Feb 2023
Face Presentation Attack Detection Zitong Yu Chenxu Zhao Zhen Lei PICV AAML CVBM 30 6 0 07 Dec 2022
Digital and Physical Face Attacks: Reviewing and One Step Further Chen Kong Shiqi Wang Haoliang Li AAML 53 23 0 29 Sep 2022
Multi-domain Learning for Updating Face Anti-spoofing Models Xiao Guo Yaojie Liu Anil Jain Xiaoming Liu CLL CVBM 16 30 0 23 Aug 2022
One-Class Knowledge Distillation for Face Presentation Attack Detection Zhi Li Rizhao Cai Haoliang Li Kwok-Yan Lam Yongjian Hu Alex C. Kot CVBM AAML 24 27 0 08 May 2022
Adaptive Transformers for Robust Few-shot Cross-domain Face Anti-spoofing Hsin-Ping Huang Deqing Sun Yaojie Liu Wen-Sheng Chu Taihong Xiao Jinwei Yuan Hartwig Adam Ming-Hsuan Yang CVBM 30 56 0 23 Mar 2022
Domain Generalization via Shuffled Style Assembly for Face Anti-Spoofing Zhuo Wang Zezheng Wang Zitong Yu Weihong Deng Jiahong Li Tingting Gao Zhong Wang CVBM 16 123 0 10 Mar 2022
VLAD-VSA: Cross-Domain Face Presentation Attack Detection with Vocabulary Separation and Adaptation Jiong Wang Zhou Zhao Weike Jin Xinyu Duan Zhen Lei Baoxing Huai Yiling Wu Xiaofei He CVBM AAML VLM 16 12 0 21 Feb 2022
Flexible-Modal Face Anti-Spoofing: A Benchmark Zitong Yu Ajian Liu Chenxu Zhao Kevin H. M. Cheng Xuefeng Cheng Guoying Zhao AAML CVBM 13 28 0 16 Feb 2022
Feature Generation and Hypothesis Verification for Reliable Face Anti-Spoofing Shice Liu Shitao Lu Hongyi Xu J. Yang Shouhong Ding Lizhuang Ma AAML CVBM 32 39 0 30 Dec 2021
Deep Learning meets Liveness Detection: Recent Advancements and Challenges Arian Sabaghi Marzieh Oghbaie Kooshan Hashemifard Mohammad Akbari AAML 17 6 0 29 Dec 2021
Dual Spoof Disentanglement Generation for Face Anti-spoofing with Depth Uncertainty Learning Hangtong Wu Dan Zeng Yibo Hu Hailin Shi Tao Mei CVBM 19 38 0 01 Dec 2021
Consistency Regularization for Deep Face Anti-Spoofing Zezheng Wang Zitong Yu Xun Wang Yunxiao Qin Jiahong Li Chenxu Zhao Zhen Lei Xin Liu Size Li Zhongyuan Wang CVBM 16 24 0 24 Nov 2021
Meta-Teacher For Face Anti-Spoofing Yunxiao Qin Zitong Yu Longbin Yan Zezheng Wang Chenxu Zhao Zhen Lei CVBM 25 61 0 12 Nov 2021
Explaining Face Presentation Attack Detection Using Natural Language H. Mirzaalian Mohamed E. Hussein L. Spinoulas Jonathan May Wael AbdAlmageed CVBM FAtt AAML 22 5 0 08 Nov 2021
Geometrically Adaptive Dictionary Attack on Face Recognition Junyoung Byun Hyojun Go Changick Kim AAML 14 4 0 08 Nov 2021
Disentangled Representation with Dual-stage Feature Learning for Face Anti-spoofing Yu-Chun Wang Chien-Yi Wang S. Lai AAML CVBM 15 16 0 18 Oct 2021
Taming Self-Supervised Learning for Presentation Attack Detection: De-Folding and De-Mixing Zhe Kong Wentian Zhang Feng Liu Wenhan Luo Haozhe Liu Linlin Shen Raghavendra Ramachandra AAML 40 6 0 09 Sep 2021
3D High-Fidelity Mask Face Presentation Attack Detection Challenge Ajian Liu Chenxu Zhao Zitong Yu Anyang Su Xing Liu ... Jun Wan Sergio Escalera Hugo Jair Escalante Zhen Lei G. Guo CVBM 18 34 0 16 Aug 2021
Adaptive Normalized Representation Learning for Generalizable Face Anti-Spoofing Shubao Liu Ke-Yue Zhang Taiping Yao Mingwei Bi Shouhong Ding Jilin Li Feiyue Huang Lizhuang Ma OOD CVBM 17 90 0 05 Aug 2021
Structure Destruction and Content Combination for Face Anti-Spoofing Ke-Yue Zhang Taiping Yao Jian Zhang Shice Liu Bangjie Yin Shouhong Ding Jilin Li CVBM 25 36 0 22 Jul 2021
Deep Learning for Face Anti-Spoofing: A Survey Zitong Yu Yunxiao Qin Xiaobai Li Chenxu Zhao Zhen Lei Guoying Zhao CVBM AAML 15 143 0 28 Jun 2021
Few-Shot Domain Expansion for Face Anti-Spoofing Bowen Yang Jing Zhang Zhen-fei Yin Jing Shao CVBM 22 12 0 27 Jun 2021
Dual-Cross Central Difference Network for Face Anti-Spoofing Zitong Yu Yunxiao Qin Hengshuang Zhao Xiaobai Li Guoying Zhao CVBM 17 103 0 04 May 2021
Few-Shot Model Adaptation for Customized Facial Landmark Detection, Segmentation, Stylization and Shadow Removal Zhen Wei Bingkun Liu Weinong Wang Yu-Wing Tai CVBM 25 4 0 19 Apr 2021
Federated Generalized Face Presentation Attack Detection Rui Shao Pramuditha Perera P. Yuen Vishal M. Patel FedML CVBM 19 18 0 14 Apr 2021
Contrastive Context-Aware Learning for 3D High-Fidelity Mask Face Presentation Attack Detection Ajian Liu Chenxu Zhao Zitong Yu Jun Wan Anyang Su ... Yanyan Liang G. Guo Zhen Lei Stan Z. Li Du Zhang CVBM 20 83 0 13 Apr 2021
Improved Detection of Face Presentation Attacks Using Image Decomposition Shlok Kumar Mishra K. Sengupta Max Horowitz-Gelb Wen-Sheng Chu Sofien Bouaziz David Jacobs CVBM 8 2 0 22 Mar 2021
Task Aligned Generative Meta-learning for Zero-shot Learning Zhe Liu Yun Yvonna Li Lina Yao Xianzhi Wang Guodong Long VLM 19 36 0 03 Mar 2021
Physics-Guided Spoof Trace Disentanglement for Generic Face Anti-Spoofing Yaojie Liu Xiaoming Liu AAML 24 10 0 09 Dec 2020
Revisiting Pixel-Wise Supervision for Face Anti-Spoofing Zitong Yu Xiaobai Li Jingang Shi Zhaoqiang Xia Guoying Zhao CVBM AAML 8 80 0 24 Nov 2020
NAS-FAS: Static-Dynamic Central Difference Network Search for Face Anti-Spoofing Zitong Yu Jun Wan Yunxiao Qin Xiaobai Li Stan Z. Li Guoying Zhao CVBM 14 200 0 03 Nov 2020
On Disentangling Spoof Trace for Generic Face Anti-Spoofing Yaojie Liu J. Stehouwer Xiaoming Liu AAML CVBM 33 107 0 17 Jul 2020
Layer-Wise Adaptive Updating for Few-Shot Image Classification Yunxiao Qin Weiguo Zhang Zezheng Wang Chenxu Zhao Jingping Shi 11 7 0 16 Jul 2020
Face Anti-Spoofing with Human Material Perception Zitong Yu Xiaobai Li Xuesong Niu Jingang Shi Guoying Zhao CVBM AAML 25 138 0 04 Jul 2020
3D Face Anti-spoofing with Factorized Bilinear Coding Shan Jia Xin Li Chuanbo Hu G. Guo Zhengquan Xu CVBM AAML 12 50 0 12 May 2020
Learning Generalized Spoof Cues for Face Anti-spoofing Haocheng Feng Zhibin Hong Haixiao Yue Yang Chen Keyao Wang Junyu Han Jingtuo Liu Errui Ding CVBM 22 47 0 08 May 2020