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2004.14043
Cited By
Single-Side Domain Generalization for Face Anti-Spoofing
Computer Vision and Pattern Recognition (CVPR), 2020
29 April 2020
Yunpei Jia
Jie Zhang
Shiguang Shan
Xilin Chen
OOD
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Papers citing
"Single-Side Domain Generalization for Face Anti-Spoofing"
50 / 124 papers shown
Robust Multi-Modal Face Anti-Spoofing with Domain Adaptation: Tackling Missing Modalities, Noisy Pseudo-Labels, and Model Degradation
Ming-Tsung Hsu
Fang-Yu Hsu
Yi-Ting Lin
Kai-Heng Chien
Jun-Ren Chen
Cheng-Hsiang Su
Yi-Chen Ou
Chiou-Ting Hsu
Pei-Kai Huang
CVBM
228
0
0
27 Sep 2025
Multi-View Slot Attention Using Paraphrased Texts for Face Anti-Spoofing
Jeongmin Yu
Susang Kim
Kisu Lee
Taekyoung Kwon
Won-Yong Shin
H. Kim
234
0
0
08 Sep 2025
Single Domain Generalization in Diabetic Retinopathy: A Neuro-Symbolic Learning Approach
Midhat Urooj
Ayan Banerjee
Farhat Shaikh
Kuntal Thakur
S. Gupta
MedIm
184
1
0
03 Sep 2025
InstructFLIP: Exploring Unified Vision-Language Model for Face Anti-spoofing
Kun-Hsiang Lin
Yu-Wen Tseng
Kang-Yang Huang
Jhih-Ciang Wu
Wen-Huang Cheng
AAML
249
1
0
16 Jul 2025
DGSAM: Domain Generalization via Individual Sharpness-Aware Minimization
Youngjun Song
Youngsik Hwang
Jonghun Lee
Heechang Lee
Dong-Young Lim
AAML
346
0
0
01 Jul 2025
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
470
18
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
Simeng Qin
CVBM
AAML
276
2
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
385
1
0
06 May 2025
TestDG: Test-time Domain Generalization for Continual Test-time Adaptation
Sohyun Lee
N. Kim
Juwon Kang
Seong Joon Oh
Suha Kwak
OOD
TTA
828
0
0
07 Apr 2025
Domain Generalization for Face Anti-spoofing via Content-aware Composite Prompt Engineering
IEEE transactions on multimedia (TMM), 2025
Jiaxin Guo
Ajian Liu
Yunfeng Diao
Jing Zhang
Hui Ma
Bo Zhao
Richang Hong
Meng Wang
366
15
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
312
0
0
03 Apr 2025
FA^{3}-CLIP: Frequency-Aware Cues Fusion and Attack-Agnostic Prompt Learning for Unified Face Attack Detection
IEEE Transactions on Information Forensics and Security (TIFS), 2025
Yongqian Li
Ning Li
Ajian Liu
Hui Ma
Liying Yang
Xihong Chen
Zhiyao Liang
Yanyan Liang
Jun Wan
Zhen Lei
AAML
448
10
0
01 Apr 2025
Optimal Transport-Guided Source-Free Adaptation for Face Anti-Spoofing
Computer Vision and Pattern Recognition (CVPR), 2025
Tianying Wang
Tianchen Zhao
Xiang Xu
Zheng Zhang
Zhihua Li
Xuanbai Chen
Qin Zhang
Alessandro Bergamo
Anil K. Jain
Yifan Xing
258
2
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
326
2
0
29 Mar 2025
Style Evolving along Chain-of-Thought for Unknown-Domain Object Detection
Computer Vision and Pattern Recognition (CVPR), 2025
Zihao Zhang
Aming Wu
Yahong Han
ObjD
383
4
0
13 Mar 2025
Deep Change Monitoring: A Hyperbolic Representative Learning Framework and a Dataset for Long-term Fine-grained Tree Change Detection
Computer Vision and Pattern Recognition (CVPR), 2025
Yante Li
Hanwen Qi
Zhaodong Sun
Xinlian Liang
Guoying Zhao
214
2
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
Simeng Qin
CVBM
428
2
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
363
11
1
06 Jan 2025
Attention Head Purification: A New Perspective to Harness CLIP for Domain Generalization
Yingfan Wang
Guoliang Kang
VLM
479
2
0
10 Dec 2024
Confidence Aware Learning for Reliable Face Anti-spoofing
IEEE Transactions on Information Forensics and Security (IEEE TIFS), 2024
Xingming Long
Jie M. Zhang
Shiguang Shan
CVBM
457
8
0
02 Nov 2024
Towards Combating Frequency Simplicity-biased Learning for Domain Generalization
Neural Information Processing Systems (NeurIPS), 2024
Xilin He
Jingyu Hu
Qinliang Lin
Cheng Luo
Weicheng Xie
Siyang Song
M. H. Khan
Linlin Shen
228
8
0
21 Oct 2024
Face Forgery Detection with Elaborate Backbone
Zonghui Guo
Y. Liu
Jie Zhang
Haiyong Zheng
Shiguang Shan
AAML
CVBM
342
2
0
25 Sep 2024
DiffFAS: Face Anti-Spoofing via Generative Diffusion Models
European Conference on Computer Vision (ECCV), 2024
Xinxu Ge
Xin Liu
Zitong Yu
Jingang Shi
Chun Qi
Jie Li
Heikki Kälviäinen
AAML
DiffM
305
13
0
13 Sep 2024
Generalizable Facial Expression Recognition
European Conference on Computer Vision (ECCV), 2024
Yuhang Zhang
Xiuqi Zheng
Chenyi Liang
Jiani Hu
Weihong Deng
VLM
244
17
0
20 Aug 2024
Domain Generalized Recaptured Screen Image Identification Using SWIN Transformer
Preeti Mehta
Aman Sagar
Suchi Kumari
ViT
194
2
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
266
5
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
262
3
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
283
8
0
06 Jun 2024
Adversarial Attacks on Both Face Recognition and Face Anti-spoofing Models
Fengfan Zhou
Qianyu Zhou
Hefei Ling
Xuequan Lu
AAML
603
3
0
27 May 2024
Hyp-OC: Hyperbolic One Class Classification for Face Anti-Spoofing
Kartik Narayan
Vishal M. Patel
CVBM
215
6
0
22 Apr 2024
Joint Physical-Digital Facial Attack Detection Via Simulating Spoofing Clues
Xianhua He
Dashuang Liang
Xianhua He
Zhanlong Hao
Hui Ma
Binjie Mao
Xi Li
Yao Wang
Pengfei Yan
Ajian Liu
CVBM
AAML
257
19
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
412
49
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
282
65
0
21 Mar 2024
Gradient Alignment for Cross-Domain Face Anti-Spoofing
B. Le
Simon S. Woo
CVBM
495
41
0
29 Feb 2024
Generalized Face Liveness Detection via De-spoofing Face Generator
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2024
Xingming Long
Shiguang Shan
Jie Zhang
CVBM
269
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
Tong Lu
AAML
CVBM
267
3
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
373
3
0
30 Nov 2023
Domain-Generalized Face Anti-Spoofing with Unknown Attacks
International Conference on Information Photonics (ICIP), 2023
Zong-Wei Hong
Yu-Chen Lin
Hsuan-Tung Liu
Yi-Ren Yeh
Chu-Song Chen
CVBM
AAML
245
10
0
18 Oct 2023
Domain Generalization Guided by Gradient Signal to Noise Ratio of Parameters
IEEE International Conference on Computer Vision (ICCV), 2023
Mateusz Michalkiewicz
M. Faraki
Xiang Yu
Manmohan Chandraker
Mahsa Baktash
382
9
0
11 Oct 2023
FLIP: Cross-domain Face Anti-spoofing with Language Guidance
IEEE International Conference on Computer Vision (ICCV), 2023
K. Srivatsan
Muzammal Naseer
Karthik Nandakumar
CVBM
360
81
0
28 Sep 2023
S-Adapter: Generalizing Vision Transformer for Face Anti-Spoofing with Statistical Tokens
IEEE Transactions on Information Forensics and Security (IEEE TIFS), 2023
Rizhao Cai
Zitong Yu
Chen Kong
Haoliang Li
Changsheng Chen
Yongjian Hu
Alex C. Kot
265
37
0
07 Sep 2023
Domain Generalization via Balancing Training Difficulty and Model Capability
IEEE International Conference on Computer Vision (ICCV), 2023
Xue-Qiu Jiang
Jiaxing Huang
Sheng Jin
Shijian Lu
314
27
0
02 Sep 2023
Face Presentation Attack Detection by Excavating Causal Clues and Adapting Embedding Statistics
IEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2023
Meiling Fang
Naser Damer
CVBM
276
13
0
28 Aug 2023
Saliency-based Video Summarization for Face Anti-spoofing
Pattern Recognition Letters (PR), 2023
Usman Muhammad
Mourad Oussalah
Jorma T. Laaksonen
CVBM
309
7
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
555
1
0
20 Aug 2023
Diffusion Models for Image Restoration and Enhancement: A Comprehensive Survey
International Journal of Computer Vision (IJCV), 2023
Xin Li
Yulin Ren
Xin Jin
Cuiling Lan
Xingyu Wang
Wenjun Zeng
Xinchao Wang
Zhibo Chen
466
163
0
18 Aug 2023
Hyperbolic Face Anti-Spoofing
Shuangpeng Han
Rizhao Cai
Yawen Cui
Zitong Yu
Yongjian Hu
Alex C. Kot
CVBM
AAML
299
5
0
17 Aug 2023
AdvFAS: A robust face anti-spoofing framework against adversarial examples
Computer Vision and Image Understanding (CVIU), 2023
Jiawei Chen
Xiaohu Yang
Heng Yin
Mingzhi Ma
Bihui Chen
Jianteng Peng
Yandong Guo
Z. Yin
Han Su
AAML
CVBM
269
15
0
04 Aug 2023
Visual Prompt Flexible-Modal Face Anti-Spoofing
IEEE Transactions on Dependable and Secure Computing (IEEE TDSC), 2023
Zitong Yu
Rizhao Cai
Yawen Cui
Ajian Liu
Changsheng Chen
318
10
0
26 Jul 2023
Robust face anti-spoofing framework with Convolutional Vision Transformer
International Conference on Information Photonics (ICIP), 2023
Yunseung Lee
Youngjun Kwak
Jinho Shin
CVBM
ViT
215
7
0
24 Jul 2023
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