Single-Side Domain Generalization for Face Anti-Spoofing

29 April 2020

Papers citing "Single-Side Domain Generalization for Face Anti-Spoofing"

50 / 120 papers shown

Title
Benchmarking Unified Face Attack Detection via Hierarchical Prompt Tuning Ajian Liu Haocheng Yuan Xiao Guo Hui Ma Wanyi Zhuang ... Yanyan Liang Weiqiang Wang Jun Wan Xiaoming Liu Zhen Lei AAML CVBM 24 0 0 19 May 2025
FaceShield: Explainable Face Anti-Spoofing with Multimodal Large Language Models Hongyang Wang Yichen Shi Zhuofu Tao Yuhao Gao Li Zhang Xun Lin Jun Feng Xiaochen Yuan Zitong Yu Xiaochun Cao CVBM AAML 25 0 0 14 May 2025
Learning Unknown Spoof Prompts for Generalized Face Anti-Spoofing Using Only Real Face Images Fangling Jiang Qi Li Weining Wang Wei Shen Bing Liu Zhenan Sun AAML 41 0 0 06 May 2025
DiCoTTA: Domain-invariant Learning for Continual Test-time Adaptation Sohyun Lee N. Kim Juwon Kang Seong Joon Oh Suha Kwak 94 0 0 07 Apr 2025
Domain Generalization for Face Anti-spoofing via Content-aware Composite Prompt Engineering Jiaxin Guo Ajian Liu Yunfeng Diao Jingyang Zhang Hui Ma Bo Zhao Richang Hong Meng Wang 21 0 0 06 Apr 2025
Generative Classifier for Domain Generalization Shaocong Long Qianyu Zhou Xuelong Li Chenhao Ying Yunhai Tong Lizhuang Ma Yuan Luo Dacheng Tao 41 0 0 03 Apr 2025
$FA^{3}-CLIP: Frequency-Aware Cues Fusion and Attack-Agnostic Prompt Learning for Unified Face Attack Detection$ FA^{3}-CLIP: Frequency-Aware Cues Fusion and Attack-Agnostic Prompt Learning for Unified Face Attack Detection Yong Li Ning Li Ajian Liu Hui Ma Liying Yang Xihong Chen Zhiyao Liang Yanyan Liang Jun Wan Zhen Lei AAML 58 0 0 01 Apr 2025
DGSAM: Domain Generalization via Individual Sharpness-Aware Minimization Youngjun Song Youngsik Hwang Jonghun Lee Heechang Lee Dong-Young Lim AAML 49 0 0 30 Mar 2025
Optimal Transport-Guided Source-Free Adaptation for Face Anti-Spoofing Zhu Li Tianchen Zhao Xiang Xu Zheng Zhang Zhihua Li Xuanbai Chen Qin Zhang Alessandro Bergamo Anil K. Jain Yifan Xing 37 0 0 29 Mar 2025
Unsupervised Feature Disentanglement and Augmentation Network for One-class Face Anti-spoofing Pei-Kai Huang Jun-Xiong Chong Ming-Tsung Hsu Fang-Yu Hsu Yi-Ting Lin Kai-Heng Chien Hao-Chiang Shao Chiou-Ting Hsu CVBM 51 0 0 29 Mar 2025
Style Evolving along Chain-of-Thought for Unknown-Domain Object Detection Zihao Zhang Aming Wu Yahong Han ObjD 53 0 0 13 Mar 2025
Deep Change Monitoring: A Hyperbolic Representative Learning Framework and a Dataset for Long-term Fine-grained Tree Change Detection Yante Li Hanwen Qi Haoyu Chen Xinlian Liang Guoying Zhao 46 0 0 01 Mar 2025
DADM: Dual Alignment of Domain and Modality for Face Anti-spoofing Jingyi Yang Xun Lin Zitong Yu Li Zhang Xianglong Liu Hui Li Xiaochen Yuan Xiaochun Cao CVBM 41 0 0 01 Mar 2025
FoundPAD: Foundation Models Reloaded for Face Presentation Attack Detection Guray Ozgur Eduarda Caldeira Tahar Chettaoui Fadi Boutros Raghavendra Ramachandra Naser Damer AAML CVBM 37 0 1 06 Jan 2025
Attention Head Purification: A New Perspective to Harness CLIP for Domain Generalization Yingfan Wang Guoliang Kang VLM 87 0 0 10 Dec 2024
Confidence Aware Learning for Reliable Face Anti-spoofing Xingming Long Jie M. Zhang Shiguang Shan CVBM 82 2 0 02 Nov 2024
Towards Combating Frequency Simplicity-biased Learning for Domain Generalization Xilin He Jingyu Hu Qinliang Lin Cheng Luo Weicheng Xie Siyang Song M. H. Khan L. Shen 48 2 0 21 Oct 2024
Face Forgery Detection with Elaborate Backbone Zonghui Guo Y. Liu Jie Zhang Haiyong Zheng Shiguang Shan AAML CVBM 30 1 0 25 Sep 2024
DiffFAS: Face Anti-Spoofing via Generative Diffusion Models Xinxu Ge Xin Liu Zitong Yu Jingang Shi Chun Qi Jie Li Heikki Kälviäinen AAML DiffM 53 4 0 13 Sep 2024
Generalizable Facial Expression Recognition Yuhang Zhang Xiuqi Zheng Chenyi Liang Jiani Hu Weihong Deng VLM 26 2 0 20 Aug 2024
Domain Generalized Recaptured Screen Image Identification Using SWIN Transformer Preeti Mehta Aman Sagar Suchi Kumari ViT 29 1 0 24 Jul 2024
Generalized Face Anti-spoofing via Finer Domain Partition and Disentangling Liveness-irrelevant Factors Jingyi Yang Zitong Yu Xiuming Ni Jia He Hui Li CVBM 28 4 0 11 Jul 2024
Advancing Cross-Domain Generalizability in Face Anti-Spoofing: Insights, Design, and Metrics Hyojin Kim Jiyoon Lee Yonghyun Jeong Haneol Jang YoungJoon Yoo 54 1 0 18 Jun 2024
Principles of Designing Robust Remote Face Anti-Spoofing Systems Xiang Xu Tianchen Zhao Zheng Zhang Zhihua Li Jon Wu Alessandro Achille Mani Srivastava AAML 42 3 0 06 Jun 2024
Adversarial Attacks on Both Face Recognition and Face Anti-spoofing Models Fengfan Zhou Qianyu Zhou Hefei Ling Xuequan Lu AAML 47 3 0 27 May 2024
Hyp-OC: Hyperbolic One Class Classification for Face Anti-Spoofing Kartik Narayan Vishal M. Patel CVBM 43 1 0 22 Apr 2024
Joint Physical-Digital Facial Attack Detection Via Simulating Spoofing Clues Xianhua He Dashuang Liang Song Yang Zhanlong Hao Hui Ma Binjie Mao Xi Li Yao Wang Pengfei Yan Ajian Liu CVBM AAML 29 2 0 12 Apr 2024
Test-Time Domain Generalization for Face Anti-Spoofing Qianyu Zhou Ke-Yue Zhang Taiping Yao Xuequan Lu Shouhong Ding Lizhuang Ma TTA CVBM OOD 52 22 0 28 Mar 2024
CFPL-FAS: Class Free Prompt Learning for Generalizable Face Anti-spoofing Ajian Liu Shuai Xue Jianwen Gan Jun Wan Yanyan Liang Jiankang Deng Sergio Escalera Zhen Lei VLM 24 25 0 21 Mar 2024
Gradient Alignment for Cross-Domain Face Anti-Spoofing B. Le Simon S. Woo CVBM 46 18 0 29 Feb 2024
Generalized Face Liveness Detection via De-spoofing Face Generator Xingming Long Shiguang Shan Jie Zhang CVBM 46 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 27 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 32 4 0 18 Oct 2023
Domain Generalization Guided by Gradient Signal to Noise Ratio of Parameters Mateusz Michalkiewicz M. Faraki Xiang Yu Manmohan Chandraker Mahsa Baktash 24 2 0 11 Oct 2023
FLIP: Cross-domain Face Anti-spoofing with Language Guidance K. Srivatsan Muzammal Naseer Karthik Nandakumar CVBM 52 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 42 11 0 07 Sep 2023
Domain Generalization via Balancing Training Difficulty and Model Capability Xue-Qiu Jiang Jiaxing Huang Sheng Jin Shijian Lu 20 13 0 02 Sep 2023
Face Presentation Attack Detection by Excavating Causal Clues and Adapting Embedding Statistics Meiling Fang Naser Damer CVBM 32 4 0 28 Aug 2023
Saliency-based Video Summarization for Face Anti-spoofing Usman Muhammad Mourad Oussalah Jorma T. Laaksonen CVBM 25 3 0 23 Aug 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 50 1 0 20 Aug 2023
Diffusion Models for Image Restoration and Enhancement -- A Comprehensive Survey Xin Li Yulin Ren Xin Jin Cuiling Lan X. Wang Wenjun Zeng Xinchao Wang Zhibo Chen 43 86 0 18 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
AdvFAS: A robust face anti-spoofing framework against adversarial examples Jiawei Chen Xiaohu Yang Heng Yin Mingzhi Ma Bihui Chen Jianteng Peng Yandong Guo Z. Yin Han Su AAML CVBM 32 6 0 04 Aug 2023
Visual Prompt Flexible-Modal Face Anti-Spoofing Zitong Yu Rizhao Cai Yawen Cui Ajian Liu Changsheng Chen 38 6 0 26 Jul 2023
Robust face anti-spoofing framework with Convolutional Vision Transformer Yunseung Lee Youngjun Kwak Jinho Shin CVBM ViT 25 5 0 24 Jul 2023
DREAM: Domain-free Reverse Engineering Attributes of Black-box Model Rongqing Li Jiaqi Yu Changsheng Li Wenhan Luo Ye Yuan Guoren Wang MLAU 28 0 0 20 Jul 2023
Deep Ensemble Learning with Frame Skipping for Face Anti-Spoofing Usman Muhammad Md. Ziaul Hoque Mourad Oussalah Jorma T. Laaksonen CVBM 15 6 0 06 Jul 2023
Intra- & Extra-Source Exemplar-Based Style Synthesis for Improved Domain Generalization Yumeng Li Dan Zhang M. Keuper Anna Khoreva 46 10 0 02 Jul 2023
A Closer Look at Geometric Temporal Dynamics for Face Anti-Spoofing Chih-Jung Chang Yaw-Chern Lee Shih-Hsuan Yao Min-Hung Chen Chien-Yi Wang S. Lai Trista Pei-chun Chen CVBM 30 3 0 25 Jun 2023