Zhou, Fengwei

1. Meta-SGD: Learning to Learn Quickly for Few-Shot Learning
   2017/07/31 by Zhenguo Li, Fengwei Zhou, Li, Zhenguo +5 · 56 citations
   Computer Science · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Multimodal Machine Learning Applications
2. OoD-Bench: Quantifying and Understanding Two Dimensions of Out-of-Distribution Generalization
   2021/06/07 by Nanyang Ye, Kaican Li, Ye, Nanyang +13 · 4 citations
   Computer Science · #Machine Learning in Healthcare #Anomaly Detection Techniques and Applications #Domain Adaptation and Few-Shot Learning
3. MetaAugment: Sample-Aware Data Augmentation Policy Learning
   2020/12/22 by Fengwei Zhou, Zhou, Fengwei, Jiawei Li +11 · 3 citations
   Computer Science · #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Medical Image Segmentation Techniques
4. Deep Meta-Learning: Learning to Learn in the Concept Space
   2018/02/10 by Fengwei Zhou, Bin Wu, Zhou, Fengwei +3 · 2 citations
   Computer Science · #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
5. Adversarial Robustness for Unsupervised Domain Adaptation
   2021/09/02 by Muhammad Awais, Awais, Muhammad, Fengwei Zhou +11 · 2 citations
   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 #Machine Learning (cs.LG)
6. MixACM: Mixup-Based Robustness Transfer via Distillation of Activated Channel Maps
   2021/11/09 by Muhammad Awais, Fengwei Zhou, Awais, Muhammad +9 · 1 citation
   Computer Science · Medicine · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
7. Your Contrastive Learning Is Secretly Doing Stochastic Neighbor Embedding
   2022/05/30 by Tianyang Hu, Zhili Liu, Hu, Tianyang +7 · 1 citation
   Computer Science · #Stochastic Gradient Optimization Techniques #Machine Learning and Algorithms
8. Explore and Exploit the Diverse Knowledge in Model Zoo for Domain Generalization
   2023/06/05 by Chen, Yimeng, Hu, Tianyang, Zhou, Fengwei +2 · 1 citation
   #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
9. Fair-CDA: Continuous and Directional Augmentation for Group Fairness
   2023/04/01 by Rui Sun, Sun, Rui, Fengwei Zhou +15 · 1 citation
   Computer Science · Social Sciences · #Ethics and Social Impacts of AI #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy, Security, and Data Protection #Privacy-Preserving Technologies in Data