Yixiong Zou

1. Margin-Based Few-Shot Class-Incremental Learning with Class-Level Overfitting Mitigation
   2022/10/10 by Yixiong Zou, Zou, Yixiong, Shanghang Zhang +5 · 4 citations
   Biochemistry, Genetics and Molecular Biology · Computer Science · #Cancer-related molecular mechanisms research #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning and ELM
2. Annotation-Efficient Untrimmed Video Action Recognition
   2020/11/30 by Yixiong Zou, Shanghang Zhang, Zou, Yixiong +9 · 2 citations
   Computer Science · #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Multimodal Machine Learning Applications
3. FlowCut: Rethinking Redundancy via Information Flow for Efficient Vision-Language Models
   2025/05/26 by Jintao Tong, Tong, Jintao, Wenwei Jin +13 · 4 citations
   Computer Science · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
4. Decoupling Representation and Knowledge for Few-Shot Intent Classification and Slot Filling
   2023/12/21 by Jie Han, Han, Jie, Yixiong Zou +13 · 1 citation
   Computer Science · #Domain Adaptation and Few-Shot Learning #Multimodal Machine Learning Applications #Anomaly Detection Techniques and Applications
5. NTIRE 2025 Challenge on Cross-Domain Few-Shot Object Detection: Methods and Results
   2025/04/14 by Yuqian Fu, Xingyu Qiu, Fu, Yuqian +117 · 4 citations
   Computer Science · Engineering · #Advanced Neural Network Applications #Advanced X-ray and CT Imaging #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences
6. Revisiting Mid-Level Patterns for Cross-Domain Few-Shot Recognition
   2020/08/07 by Yixiong Zou, Shanghang Zhang, Zou, Yixiong +7 · 1 citation
   Computer Science · Medicine · #Domain Adaptation and Few-Shot Learning #Orthopedic Infections and Treatments #COVID-19 diagnosis using AI
7. Alleviating Regional Shortcuts for Few-Shot Class-Incremental Learning
   2026/07/24 by Haichen Zhou, Yazhe Lyu, Yixiong Zou +2
   #cs.CV