Shi, Guangyuan

1. Overcoming Catastrophic Forgetting in Incremental Few-Shot Learning by Finding Flat Minima
   2021/10/30 by Guangyuan Shi, Shi, Guangyuan, Jiaxin Chen +7 · 10 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
2. Recon: Reducing Conflicting Gradients from the Root for Multi-Task Learning
   2023/02/22 by Shi, Guangyuan, Li, Qimai, Zhang, Wenlong +2 · 10 citations
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
3. A Closer Look at Blind Super-Resolution: Degradation Models, Baselines, and Performance Upper Bounds
   2022/05/10 by Wenlong Zhang, Guangyuan Shi, Zhang, Wenlong +7 · 3 citations
   Computer Science · Physics and Astronomy · #Advanced Image Processing Techniques #Advanced Optical Sensing Technologies #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Optical measurement and interference techniques #electronic engineering #information engineering
4. Understanding Layer Significance in LLM Alignment
   2024/10/23 by Shi, Guangyuan, Lu, Zexin, Dong, Xiaoyu +4 · 6 citations
   #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
5. TaSL: Continual Dialog State Tracking via Task Skill Localization and Consolidation
   2024/08/19 by Yujie Feng, Xu Chu, Feng, Yujie +9 · 5 citations
   Computer Science · #Computation and Language (cs.CL) #Context-Aware Activity Recognition Systems #FOS: Computer and information sciences #Speech and dialogue systems #Topic Modeling
6. Effectiveness of Pre-training for Few-shot Intent Classification
   2021/09/13 by Zhang, Haode, Zhang, Yuwei, Zhan, Li-Ming +4 · 2 citations
   #Computation and Language (cs.CL) #FOS: Computer and information sciences
7. EasyGen: Easing Multimodal Generation with BiDiffuser and LLMs
   2023/10/13 by Zhao, Xiangyu, Liu, Bo, Liu, Qijiong +2 · 3 citations
   #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
8. Recurrent Knowledge Identification and Fusion for Language Model Continual Learning
   2025/02/22 by Yujie Feng, Feng, Yujie, Xujia Wang +17 · 3 citations
   Computer Science · #Speech Recognition and Synthesis