Yanbo Fan

1. UCF: Uncovering Common Features for Generalizable Deepfake Detection
   2023/04/27 by Zhiyuan Yan, Yan, Zhiyuan, Yong Zhang +5 · 26 citations
   Computer Science · #Digital Media Forensic Detection #Anomaly Detection Techniques and Applications #Adversarial Robustness in Machine Learning
2. StyleHEAT: One-Shot High-Resolution Editable Talking Face Generation via Pre-trained StyleGAN
   2022/03/08 by Fei Yin, Yong Zhang, Yin, Fei +17 · 13 citations
   Computer Science · #Generative Adversarial Networks and Image Synthesis #Face recognition and analysis #Advanced Vision and Imaging
3. High-Fidelity GAN Inversion for Image Attribute Editing
   2021/09/14 by Tengfei Wang, Yong Zhang, Wang, Tengfei +7 · 8 citations
   Computer Science · #Advanced Image Processing Techniques #Computer Vision and Pattern Recognition (cs.CV) #Digital Media Forensic Detection #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis
4. Enhancing Fine-Tuning Based Backdoor Defense with Sharpness-Aware Minimization
   2023/04/24 by Mingli Zhu, Zhu, Mingli, Shaokui Wei +7 · 8 citations
   Computer Science · #Advanced Malware Detection Techniques #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences
5. DPE: Disentanglement of Pose and Expression for General Video Portrait Editing
   2023/01/16 by Youxin Pang, Pang, Youxin, Yong Zhang +11 · 7 citations
   Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Face recognition and analysis #Generative Adversarial Networks and Image Synthesis #Human Pose and Action Recognition
6. Boosting the Transferability of Adversarial Attacks with Reverse Adversarial Perturbation
   2022/10/12 by Zeyu Qin, Qin, Zeyu, Yanbo Fan +11 · 6 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Advanced Neural Network Applications #Explainable Artificial Intelligence (XAI)
7. Stability Analysis and Generalization Bounds of Adversarial Training
   2022/10/03 by Jiancong Xiao, Yanbo Fan, Xiao, Jiancong +7 · 5 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning
8. Learning with Average Top-k Loss
   2017/05/24 by Yanbo Fan, Siwei Lyu, Fan, Yanbo +5 · 3 citations
   Computer Science · Engineering · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Sparse and Compressive Sensing Techniques
9. Generalizable Black-Box Adversarial Attack with Meta Learning
   2023/01/01 by Fei Yin, Yin, Fei, Yong Zhang +11 · 4 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
10. Adversarial Rademacher Complexity of Deep Neural Networks
    2022/11/27 by Jiancong Xiao, Yanbo Fan, Xiao, Jiancong +5 · 3 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Advanced Neural Network Applications #Anomaly Detection Techniques and Applications
11. Fast Adversarial Training with Adaptive Step Size
    2022/06/06 by Zhichao Huang, Huang, Zhichao, Yanbo Fan +13 · 3 citations
    Computer Science · Medicine · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #COVID-19 diagnosis using AI
12. High-fidelity Facial Avatar Reconstruction from Monocular Video with Generative Priors
    2022/11/28 by Yunpeng Bai, Bai, Yunpeng, Yanbo Fan +11 · 3 citations
    Computer Science · #Advanced Image Processing Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Face recognition and analysis #Generative Adversarial Networks and Image Synthesis
13. ToonTalker: Cross-Domain Face Reenactment
    2023/08/24 by Yuan Gong, Yong Zhang, Gong, Yuan +13 · 2 citations
    Computer Science · #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Face recognition and analysis #Generative Adversarial Networks and Image Synthesis
14. AvatarArtist: Open-Domain 4D Avatarization
    2025/03/25 by Hongyu Liu, Liu, Hongyu, Xuan Wang +15 · 5 citations
    Computer Science · #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Virtual Reality Applications and Impacts
15. Adaptive Smoothness-weighted Adversarial Training for Multiple Perturbations with Its Stability Analysis
    2022/10/02 by Jiancong Xiao, Xiao, Jiancong, Zeyu Qin +9 · 1 citation
    Computer Science · #Adversarial Robustness in Machine Learning #FOS: Computer and information sciences #Machine Learning (cs.LG)
16. 3D GAN Inversion with Facial Symmetry Prior
    2022/11/30 by Fei Yin, Yong Zhang, Yin, Fei +19 · 1 citation
    Computer Science · #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Face recognition and analysis #Generative Adversarial Networks and Image Synthesis
17. Understanding Adversarial Robustness Against On-manifold Adversarial Examples
    2022/10/02 by Jiancong Xiao, Xiao, Jiancong, Liusha Yang +7 · 1 citation
    Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Cryptography and Security (cs.CR) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG)