Dong, Songlin

1. Few-Shot Class-Incremental Learning
   2020/04/23 by Xiaoyu Tao, Tao, Xiaoyu, Xiaopeng Hong +9 · 22 citations
   Computer Science · #Domain Adaptation and Few-Shot Learning #Multimodal Machine Learning Applications #Machine Learning and ELM
2. Beyond Prompt Learning: Continual Adapter for Efficient Rehearsal-Free Continual Learning
   2024/07/14 by Xinyuan Gao, Gao, Xinyuan, Songlin Dong +7 · 4 citations
   Computer Science · #Advanced Data Compression Techniques #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning and ELM
3. CEAT: Continual Expansion and Absorption Transformer for Non-Exemplar Class-Incremental Learning
   2024/03/11 by Xinyuan Gao, Songlin Dong, Gao, Xinyuan +7 · 2 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences
4. Few-shot Online Anomaly Detection and Segmentation
   2024/03/27 by Shenxing Wei, Wei, Shenxing, Wei Xing +9 · 1 citation
   Computer Science · #Advanced Malware Detection Techniques #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Network Security and Intrusion Detection
5. Shared & Domain Self-Adaptive Experts with Frequency-Aware Discrimination for Continual Test-Time Adaptation
   2025/07/01 by Zhao, JianChao, Ding, Chenhao, Songlin Dong +5 · 2 citations
   Computer Science · Engineering · #Advanced SAR Imaging Techniques #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Fault Diagnosis Techniques
6. Diversity Covariance-Aware Prompt Learning for Vision-Language Models
   2025/03/03 by Songlin Dong, Zhengdong Zhou, Dong, Songlin +8 · 1 citation
   Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques