Tu, Cheng-Hao

1. Compacting, Picking and Growing for Unforgetting Continual Learning
   2019/10/15 by Hung, Steven C. Y., Tu, Cheng-Hao, Wu, Cheng-En +3 · 14 citations
   #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
2. On the Importance and Applicability of Pre-Training for Federated Learning
   2022/06/23 by Hong-You Chen, Cheng-Hao Tu, Chen, Hong-You +7 · 7 citations
   Computer Science · Engineering · Social Sciences · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Mobility and Location-Based Analysis #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data #Traffic Prediction and Management Techniques
3. Visual Query Tuning: Towards Effective Usage of Intermediate Representations for Parameter and Memory Efficient Transfer Learning
   2022/12/06 by Cheng-Hao Tu, Zheda Mai, Tu, Cheng-Hao +3 · 7 citations
   Computer Science · #Domain Adaptation and Few-Shot Learning #Multimodal Machine Learning Applications #Advanced Image and Video Retrieval Techniques
4. Fine-Tuning is Fine, if Calibrated
   2024/09/24 by Zheda Mai, Arpita Chowdhury, Mai, Zheda +19 · 6 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification
5. Lessons and Insights from a Unifying Study of Parameter-Efficient Fine-Tuning (PEFT) in Visual Recognition
   2024/09/24 by Zheda Mai, Mai, Zheda, Ping Zhang +9 · 4 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 #Face and Expression Recognition #Machine Learning (cs.LG) #Neural Networks and Applications
6. Learning Fractals by Gradient Descent
   2023/03/14 by Tu, Cheng-Hao, Chen, Hong-You, Carlyn, David +1 · 1 citation
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)