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Ding, Shouhong

  1. Spatiotemporal Inconsistency Learning for DeepFake Video Detection
    2021/09/04 by Gu, Zhihao, Chen, Yang, Yao, Taiping +4 · 15 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  2. DF40: Toward Next-Generation Deepfake Detection
    2024/06/19 by Yan, Zhiyuan, Yao, Taiping, Chen, Shen +8 · 25 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  3. Orthogonal Subspace Decomposition for Generalizable AI-Generated Image Detection
    2024/11/23 by Yan, Zhiyuan, Wang, Jiangming, Jin, Peng +7 · 32 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  4. Towards General Visual-Linguistic Face Forgery Detection
    2023/07/31 by Ke Sun, Chen Shen, Sun, Ke +10 · 14 citations
    Computer Science · #Face recognition and analysis #Digital Media Forensic Detection #Biometric Identification and Security
  5. DENSE: Data-Free One-Shot Federated Learning
    2021/12/23 by Jie Zhang, Chen Chen, Zhang, Jie +12 · 9 citations
    Computer Science · #Advanced Graph Neural Networks #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data
  6. Dual Contrastive Learning for General Face Forgery Detection
    2021/12/27 by Sun, Ke, Yao, Taiping, Chen, Shen +3 · 9 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  7. LaRE2: Latent Reconstruction Error Based Method for Diffusion-Generated Image Detection
    2024/03/26 by Luo, Yunpeng, Du, Junlong, Yan, Ke +1 · 13 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  8. Generalizing Deepfake Video Detection with Plug-and-Play: Video-Level Blending and Spatiotemporal Adapter Tuning
    2024/08/30 by Zhiyuan Yan, Yandan Zhao, Yan, Zhiyuan +12 · 14 citations
    Computer Science · #Digital Media Forensic Detection #Generative Adversarial Networks and Image Synthesis #Advanced Image Processing Techniques
  9. Model Tailor: Mitigating Catastrophic Forgetting in Multi-modal Large Language Models
    2024/02/19 by Didi Zhu, Zhu, Didi, Zhongyi Sun +13 · 10 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
  10. Federated Learning with Label Distribution Skew via Logits Calibration
    2022/09/01 by Jie Zhang, Zhang, Jie, Zhiqi Li +11 · 7 citations
    Computer Science · Health Professions · #Privacy-Preserving Technologies in Data #Artificial Intelligence in Healthcare #Machine Learning and Data Classification
  11. Exploiting Fine-grained Face Forgery Clues via Progressive Enhancement Learning
    2021/12/28 by Gu, Qiqi, Chen, Shen, Yao, Taiping +3 · 6 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  12. MmAP : Multi-modal Alignment Prompt for Cross-domain Multi-task Learning
    2023/12/14 by Xin Yi, Xin, Yi, Junlong Du +7 · 9 citations
    Computer Science · Medicine · #Domain Adaptation and Few-Shot Learning #Multimodal Machine Learning Applications #COVID-19 diagnosis using AI
  13. Content-based Unrestricted Adversarial Attack
    2023/05/18 by Zhaoyu Chen, Bo Li, Chen, Zhaoyu +9 · 7 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences
  14. Local Relation Learning for Face Forgery Detection
    2021/05/06 by Chen Shen, Chen, Shen, Taiping Yao +9 · 5 citations
    Computer Science · Medicine · #Computer Vision and Pattern Recognition (cs.CV) #Digital Media Forensic Detection #FOS: Computer and information sciences #Face recognition and analysis #Facial Nerve Paralysis Treatment and Research
  15. Adv-Attribute: Inconspicuous and Transferable Adversarial Attack on Face Recognition
    2022/10/13 by Shuai Jia, Jia, Shuai, Bangjie Yin +11 · 5 citations
    Arts and Humanities · Computer Science · #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Forensic Anthropology and Bioarchaeology Studies
  16. Contrastive Pseudo Learning for Open-World DeepFake Attribution
    2023/09/20 by Zhimin Sun, Chen Shen, Sun, Zhimin +11 · 6 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Face recognition and analysis #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG)
  17. Continual Face Forgery Detection via Historical Distribution Preserving
    2023/08/11 by Sun, Ke, Chen, Shen, Yao, Taiping +3 · 5 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  18. Privacy-Preserving Face Recognition Using Trainable Feature Subtraction
    2024/03/19 by Mi, Yuxi, Zhong, Zhizhou, Huang, Yuge +6 · 6 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  19. Exploring Frequency Adversarial Attacks for Face Forgery Detection
    2022/03/29 by Shuai Jia, Jia, Shuai, Chao Ma +9 · 4 citations
    Computer Science · #Digital Media Forensic Detection #Adversarial Robustness in Machine Learning #Generative Adversarial Networks and Image Synthesis
  20. Sibling-Attack: Rethinking Transferable Adversarial Attacks against Face Recognition
    2023/03/22 by Zexin Li, Bangjie Yin, Li, Zexin +11 · 4 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Forensic and Genetic Research
  21. Generalizable Representation Learning for Mixture Domain Face Anti-Spoofing
    2021/05/06 by Chen, Zhihong, Yao, Taiping, Sheng, Kekai +5 · 3 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  22. ID3: Identity-Preserving-yet-Diversified Diffusion Models for Synthetic Face Recognition
    2024/09/26 by Li Shen, Li, Shen, Jianqing Xu +17 · 7 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Face recognition and analysis
  23. Dual Data Alignment Makes AI-Generated Image Detector Easier Generalizable
    2025/05/20 by Ruoxin Chen, Chen, Ruoxin, Jing Xi +19 · 12 citations
    Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #Digital Media Forensic Detection #FOS: Computer and information sciences
  24. DiffusionFake: Enhancing Generalization in Deepfake Detection via Guided Stable Diffusion
    2024/10/06 by Sun, Ke, Chen, Shen, Yao, Taiping +4 · 5 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  25. Adv-Makeup: A New Imperceptible and Transferable Attack on Face Recognition
    2021/05/07 by Bangjie Yin, Yin, Bangjie, Wenxuan Wang +13 · 2 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis
  26. Evaluation-oriented Knowledge Distillation for Deep Face Recognition
    2022/06/06 by Huang, Yuge, Wu, Jiaxiang, Xu, Xingkun +1 · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  27. Face Anti-Spoofing Via Disentangled Representation Learning
    2020/08/19 by Ke-Yue Zhang, Zhang, Ke-Yue, Taiping Yao +15 · 2 citations
    Computer Science · #Biometric Identification and Security #Digital Media Forensic Detection #Face recognition and analysis
  28. Exploiting the Textual Potential from Vision-Language Pre-training for Text-based Person Search
    2023/03/08 by Guanshuo Wang, Wang, Guanshuo, Fufu Yu +7 · 2 citations
    Computer Science · #Video Surveillance and Tracking Methods #Multimodal Machine Learning Applications #Advanced Image and Video Retrieval Techniques
  29. DistilPose: Tokenized Pose Regression with Heatmap Distillation
    2023/03/04 by Suhang Ye, Yingyi Zhang, Ye, Suhang +15 · 2 citations
    Computer Science · #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Hand Gesture Recognition Systems #Human Pose and Action Recognition
  30. Delving into the Adversarial Robustness of Federated Learning
    2023/02/19 by Zhang, Jie, Li, Bo, Chen, Chen +4 · 2 citations
    #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  31. SAFE: Slow and Fast Parameter-Efficient Tuning for Continual Learning with Pre-Trained Models
    2024/11/04 by Zhao, Linglan, Zhang, Xuerui, Yan, Ke +2 · 4 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  32. Seeing in Flowing: Adapting CLIP for Action Recognition with Motion Prompts Learning
    2023/08/09 by Qiang Wang, Wang, Qiang, Junlong Du +5 · 2 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Human Pose and Action Recognition #Multimodal Machine Learning Applications
  33. AIGI-Holmes: Towards Explainable and Generalizable AI-Generated Image Detection via Multimodal Large Language Models
    2025/07/03 by Zhou, Ziyin, Luo, Yunpeng, Wu, Yuanchen +7 · 9 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  34. Seeing Before Reasoning: A Unified Framework for Generalizable and Explainable Fake Image Detection
    2025/09/29 by Lin, Kaiqing, Yan, Zhiyuan, Chen, Ruoxin +7 · 7 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  35. Aurora Guard: Real-Time Face Anti-Spoofing via Light Reflection
    2019/02/27 by Yao Liu, Liu, Yao, Ying Tai +14 · 1 citation
    Computer Science · #Biometric Identification and Security #Face recognition and analysis #User Authentication and Security Systems
  36. Second Edition FRCSyn Challenge at CVPR 2024: Face Recognition Challenge in the Era of Synthetic Data
    2024/04/16 by DeAndres-Tame, Ivan, Tolosana, Ruben, Melzi, Pietro +55 · 3 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Computers and Society (cs.CY) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  37. Second FRCSyn-onGoing: Winning Solutions and Post-Challenge Analysis to Improve Face Recognition with Synthetic Data
    2024/12/02 by Ivan DeAndres-Tame, Rubén Tolosana, DeAndres-Tame, Ivan +114 · 4 citations
    Computer Science · #Face recognition and analysis #Domain Adaptation and Few-Shot Learning
  38. Disentangled High Quality Salient Object Detection
    2021/08/08 by Tang, Lv, Li, Bo, Ding, Shouhong +1 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  39. Dual Reweighting Domain Generalization for Face Presentation Attack Detection
    2021/06/30 by Shubao Liu, Liu, Shubao, Ke-Yue Zhang +15 · 1 citation
    Computer Science · #Biometric Identification and Security #Computer Vision and Pattern Recognition (cs.CV) #Digital Media Forensic Detection #FOS: Computer and information sciences #Face recognition and analysis
  40. Adaptive Normalized Representation Learning for Generalizable Face Anti-Spoofing
    2021/08/05 by Liu, Shubao, Zhang, Ke-Yue, Yao, Taiping +5 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  41. Feature Generation and Hypothesis Verification for Reliable Face Anti-Spoofing
    2021/12/30 by Shice Liu, Shitao Lu, Liu, Shice +9 · 1 citation
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Biometric Identification and Security #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Face recognition and analysis #Forensic and Genetic Research
  42. Towards Practical Certifiable Patch Defense with Vision Transformer
    2022/03/16 by Chen, Zhaoyu, Li, Bo, Xu, Jianghe +3 · 1 citation
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences
  43. Privacy-Preserving Face Recognition with Learnable Privacy Budgets in Frequency Domain
    2022/07/15 by Ji, Jiazhen, Wang, Huan, Huang, Yuge +6 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  44. ECO-TR: Efficient Correspondences Finding Via Coarse-to-Fine Refinement
    2022/09/25 by Dongli Tan, Tan, Dongli, Jiangjiang Liu +13 · 1 citation
    Computer Science · #Advanced Image and Video Retrieval Techniques #Image Retrieval and Classification Techniques #Medical Image Segmentation Techniques
  45. Privacy-Preserving Face Recognition Using Random Frequency Components
    2023/08/21 by Mi, Yuxi, Huang, Yuge, Ji, Jiazhen +5 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  46. Data Synthesis with Diverse Styles for Face Recognition via 3DMM-Guided Diffusion
    2025/04/01 by Yuxi Mi, Mi, Yuxi, Yuge Huang +15 · 3 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Face and Expression Recognition #Face recognition and analysis #Generative Adversarial Networks and Image Synthesis
  47. Towards Generalizable Data Protection With Transferable Unlearnable Examples
    2023/05/18 by Bin Fang, Bo Li, Fang, Bin +11 · 1 citation
    Computer Science · Decision Sciences · #Privacy-Preserving Technologies in Data #Cloud Data Security Solutions #Data Quality and Management
  48. All Patches Matter, More Patches Better: Enhance AI-Generated Image Detection via Panoptic Patch Learning
    2025/04/02 by Yang, Zheng, Chen, Ruoxin, Yan, Zhiyuan +7 · 3 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  49. Test-Time Domain Generalization for Face Anti-Spoofing
    2024/03/28 by Qianyu Zhou, Zhou, Qianyu, Ke-Yue Zhang +9 · 1 citation
    Computer Science · Engineering · #Biometric Identification and Security #Antenna Design and Analysis
  50. SDPose: Tokenized Pose Estimation via Circulation-Guide Self-Distillation
    2024/04/04 by Chen, Sichen, Zhang, Yingyi, Huang, Siming +7 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  51. Anchor-based Robust Finetuning of Vision-Language Models
    2024/04/09 by Han, Jinwei, Lin, Zhiwen, Sun, Zhongyisun +5 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  52. Large Continual Instruction Assistant
    2024/10/08 by Jingyang Qiao, Qiao, Jingyang, Xin Tan +8 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
  53. Fuse Before Transfer: Knowledge Fusion for Heterogeneous Distillation
    2024/10/16 by G. Li, Li, Guopeng, Qiang Wang +9 · 1 citation
    Computer Science · Psychology · #AI in Service Interactions #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Innovative Teaching and Learning Methods #Intelligent Tutoring Systems and Adaptive Learning
  54. Decoupled Data Augmentation for Improving Image Classification
    2024/10/29 by Ruoxin Chen, Zhe Wang, Chen, Ruoxin +12 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning and Data Classification #Neural Networks and Applications
  55. UIFace: Unleashing Inherent Model Capabilities to Enhance Intra-Class Diversity in Synthetic Face Recognition
    2025/02/27 by Yuge Huang, Lin, Xiao, Huang, Yuge +8 · 1 citation
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Face and Expression Recognition #Face recognition and analysis
  56. Guard Me If You Know Me: Protecting Specific Face-Identity from Deepfakes
    2025/05/26 by Lin, Kaiqing, Yan, Zhiyuan, Zhang, Ke-Yue +7 · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  57. PVTree: Realistic and Controllable Palm Vein Generation for Recognition Tasks
    2025/03/04 by Shang, Sheng, Zhao, Chenglong, Zhang, Ruixin +7 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  58. D2Pruner: Debiased Importance and Structural Diversity for MLLM Token Pruning
    2025/12/22 by Zhang, Evelyn, Fufu Yu, Aoqi Wu +12 · 1 citation
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Multimodal Machine Learning Applications