Shi, Jiang-Xin
- Long-Tail Learning with Foundation Model: Heavy Fine-Tuning Hurts
2023/09/18 by Jiang-Xin Shi, Tong Wei, Shi, Jiang-Xin +9 · 15 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Natural Language Processing Techniques
- How Re-sampling Helps for Long-Tail Learning?
2023/10/27 by Jiang-Xin Shi, Wei Tong, Shi, Jiang-Xin +5 · 9 citations
Computer Science · Medicine · #Anomaly Detection Techniques and Applications #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG)
- LawGPT: A Chinese Legal Knowledge-Enhanced Large Language Model
2024/06/07 by Zhi Qiang Zhou, Zhou, Zhi, Jiang-Xin Shi +11 · 8 citations
Social Sciences · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Law #Comparative and International Law Studies #Computation and Language (cs.CL) #FOS: Computer and information sciences #Legal Education and Practice Innovations
- Investigating the Limitation of CLIP Models: The Worst-Performing Categories
2023/10/05 by Jie-Jing Shao, Shao, Jie-Jing, Jiang-Xin Shi +7 · 3 citations
Computer Science · Medicine · #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
- DeCoOp: Robust Prompt Tuning with Out-of-Distribution Detection
2024/06/01 by Zhi Zhou, Zhou, Zhi, Ming Yang +7 · 4 citations
Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #Control Systems and Identification #FOS: Computer and information sciences #Fault Detection and Control Systems #Machine Learning (cs.LG) #VLSI and Analog Circuit Testing
- Robust Long-Tailed Learning under Label Noise
2021/08/26 by Tong Wei, Jiang-Xin Shi, Wei, Tong +5 · 2 citations
Computer Science · #Machine Learning and Data Classification #Text and Document Classification Technologies #Advanced Neural Network Applications
- Efficient and Long-Tailed Generalization for Pre-trained Vision-Language Model
2024/06/18 by Jiang-Xin Shi, Shi, Jiang-Xin, Chi Zhang +5 · 1 citation
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Digital Imaging for Blood Diseases #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
- LIFT+: Lightweight Fine-Tuning for Long-Tail Learning
2025/04/17 by Shi, Jiang-Xin, Wei, Tong, Li, Yu-Feng · 2 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Vision-Language Models are Strong Noisy Label Detectors
2024/09/29 by Wei Tong, Wei, Tong, Hao-Tian Li +9 · 1 citation
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Handwritten Text Recognition Techniques #Machine Learning (cs.LG) #Natural Language Processing Techniques #Text and Document Classification Technologies
- LawGPT: Knowledge-Guided Data Generation and Its Application to Legal LLM
2025/02/10 by Zhi Zhou, Zhou, Zhi, Kun-Yang Yu +12 · 2 citations
Social Sciences · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Law #Comparative and International Law Studies #Computation and Language (cs.CL) #FOS: Computer and information sciences #Legal Education and Practice Innovations