Pong C. Yuen

1. Heterogeneous Federated Learning: State-of-the-art and Research Challenges
   2023/07/20 by Mang Ye, Xiuwen Fang, Ye, Mang +7 · 42 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Internet Traffic Analysis and Secure E-voting #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data
2. Unsupervised Embedding Learning via Invariant and Spreading Instance Feature
   2019/04/06 by Mang Ye, Xu Zhang, Ye, Mang +5 · 11 citations
   Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Face and Expression Recognition #Video Analysis and Summarization
3. Regularized Fine-grained Meta Face Anti-spoofing
   2019/11/25 by Rui Shao, Shao, Rui, Xiangyuan Lan +3 · 5 citations
   Biochemistry, Genetics and Molecular Biology · Computer Science · #Biometric Identification and Security #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Face recognition and analysis #Forensic and Genetic Research
4. Vertical Federated Learning for Effectiveness, Security, Applicability: A Survey
   2024/05/25 by Mang Ye, Wei Shen, Ye, Mang +9 · 5 citations
   Computer Science · #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data
5. Open-set Adversarial Defense with Clean-Adversarial Mutual Learning
   2022/02/12 by Rui Shao, Pramuditha Perera, Shao, Rui +5 · 2 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences
6. Federated Generalized Face Presentation Attack Detection
   2021/04/14 by Rui Shao, Pramuditha Perera, Shao, Rui +5 · 1 citation
   Computer Science · #Biometric Identification and Security #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Face and Expression Recognition #Face recognition and analysis
7. Dynamic Against Dynamic: An Open-set Self-learning Framework
   2024/04/27 by Haifeng Yang, Yang, Haifeng, Chuanxing Geng +5 · 1 citation
   Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Reinforcement Learning in Robotics