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2203.05340
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Domain Generalization via Shuffled Style Assembly for Face Anti-Spoofing
Computer Vision and Pattern Recognition (CVPR), 2022
10 March 2022
Zhuo Wang
Zezheng Wang
Zitong Yu
Weihong Deng
Jiahong Li
Tingting Gao
Zhong Wang
CVBM
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Papers citing
"Domain Generalization via Shuffled Style Assembly for Face Anti-Spoofing"
50 / 61 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
226
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
232
0
0
08 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
248
1
0
16 Jul 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
Domain Generalization via Discrete Codebook Learning
Shaocong Long
Qianyu Zhou
Xikun Jiang
Chenhao Ying
Lizhuang Ma
Yuan Luo
306
4
0
09 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
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
256
2
0
29 Mar 2025
Enhancing Learnable Descriptive Convolutional Vision Transformer for Face Anti-Spoofing
Pei-Kai Huanga
Jun-Xiong Chong
Ming-Tsung Hsu
Fang-Yu Hsu
Chiou-Ting Hsu
CVBM
304
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
325
2
0
29 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
212
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
423
2
0
01 Mar 2025
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
456
8
0
02 Nov 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
303
13
0
13 Sep 2024
Rethinking the Threat and Accessibility of Adversarial Attacks against Face Recognition Systems
Yuxin Cao
Yumeng Zhu
Derui Wang
Sheng Wen
Minhui Xue
Jin Lu
Hao Ge
AAML
284
3
0
11 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
265
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
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
Benchmarking Cross-Domain Audio-Visual Deception Detection
Xiaobao Guo
Zitong Yu
Nithish Muthuchamy Selvaraj
Bingquan Shen
A. Kong
Alex C. Kot
292
11
0
11 May 2024
DGMamba: Domain Generalization via Generalized State Space Model
Shaocong Long
Qianyu Zhou
Hefei Ling
Xuequan Lu
Chenhao Ying
Yuan Luo
Lizhuang Ma
Shuicheng Yan
382
23
0
11 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
411
48
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
Selective Domain-Invariant Feature for Generalizable Deepfake Detection
Yingxin Lai
Guoqing Yang
Zhiming Luo
Shaozi Li
388
20
0
19 Mar 2024
Gradient Alignment for Cross-Domain Face Anti-Spoofing
B. Le
Simon S. Woo
CVBM
493
41
0
29 Feb 2024
Unified Physical-Digital Face Attack Detection
Hao Fang
Ajian Liu
Haocheng Yuan
Junze Zheng
Dingheng Zeng
...
Jiankang Deng
Sergio Escalera
Xiaoming Liu
Jun Wan
Zhen Lei
CVBM
AAML
417
36
0
31 Jan 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
Modeling Spoof Noise by De-spoofing Diffusion and its Application in Face Anti-spoofing
Bin Zhang
Xiangyu Zhu
Xiaoyu Zhang
Zhen Lei
DiffM
292
4
0
16 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
266
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
Choosing Wisely and Learning Deeply: Selective Cross-Modality Distillation via CLIP for Domain Generalization
Jixuan Leng
Yijiang Li
Haohan Wang
VLM
562
1
0
26 Nov 2023
AdvGen: Physical Adversarial Attack on Face Presentation Attack Detection Systems
Sai Amrit Patnaik
Shivali Chansoriya
Anil K. Jain
A. Namboodiri
AAML
GAN
296
0
0
20 Nov 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
IFAST: Weakly Supervised Interpretable Face Anti-spoofing from Single-shot Binocular NIR Images
IEEE Transactions on Information Forensics and Security (IEEE TIFS), 2023
Jiancheng Huang
Donghao Zhou
Shifeng Chen
CVBM
249
5
0
29 Sep 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
Diverse Target and Contribution Scheduling for Domain Generalization
IEEE Transactions on Image Processing (IEEE TIP), 2023
Shaocong Long
Qianyu Zhou
Soham Dan
Lizhuang Ma
Yuan Luo
584
10
0
28 Sep 2023
A Sentence Speaks a Thousand Images: Domain Generalization through Distilling CLIP with Language Guidance
IEEE International Conference on Computer Vision (ICCV), 2023
Zeyi Huang
Andy Zhou
Zijian Lin
Mu Cai
Haohan Wang
Yong Jae Lee
VLM
OOD
261
56
0
21 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
263
37
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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
546
1
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20 Aug 2023
Hyperbolic Face Anti-Spoofing
Shuangpeng Han
Rizhao Cai
Yawen Cui
Zitong Yu
Yongjian Hu
Alex C. Kot
CVBM
AAML
296
5
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17 Aug 2023
Dual-path TokenLearner for Remote Photoplethysmography-based Physiological Measurement with Facial Videos
IEEE Transactions on Computational Social Systems (IEEE TCSS), 2023
Wei Qian
Dan Guo
Kun Li
Xilan Tian
Meng Wang
227
25
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15 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
317
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
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24 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
258
5
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25 Jun 2023
Single Domain Dynamic Generalization for Iris Presentation Attack Detection
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2023
Yachun Li
Jingjing Wang
Yuhui Chen
Di Xiey
Shiliang Pu
278
4
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22 May 2023
AvatarReX: Real-time Expressive Full-body Avatars
ACM Transactions on Graphics (TOG), 2023
Zerong Zheng
Xiaochen Zhao
Hongwen Zhang
Boning Liu
Yebin Liu
3DH
325
118
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08 May 2023
Instance-Aware Domain Generalization for Face Anti-Spoofing
Computer Vision and Pattern Recognition (CVPR), 2023
Qianyu Zhou
Ke-Yue Zhang
Taiping Yao
Xuequan Lu
Ran Yi
Shouhong Ding
Lizhuang Ma
OOD
452
88
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12 Apr 2023
Rethinking Domain Generalization for Face Anti-spoofing: Separability and Alignment
Computer Vision and Pattern Recognition (CVPR), 2023
Yiyou Sun
Yaojie Liu
Xiaoming Liu
Shouqing Yang
Wen-Sheng Chu
OOD
CVBM
263
97
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23 Mar 2023
Liveness score-based regression neural networks for face anti-spoofing
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2023
Youngjun Kwak
Mi-Young Jung
Hunjae Yoo
Jinho Shin
Changick Kim
267
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19 Feb 2023
EnfoMax: Domain Entropy and Mutual Information Maximization for Domain Generalized Face Anti-spoofing
Neurocomputing (Neurocomputing), 2023
Tianyi Zheng
CVBM
261
4
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17 Feb 2023
Domain Generalization via Ensemble Stacking for Face Presentation Attack Detection
International Journal of Computer Vision (IJCV), 2023
Usman Muhammad
Jorma T. Laaksonen
D. Beddiar
Mourad Oussalah
AAML
CVBM
306
17
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05 Jan 2023
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