Lin, Wan-Yi
- Text-driven Prompt Generation for Vision-Language Models in Federated Learning
2023/10/09 by Qiu Chen, Xingyu Li, Qiu, Chen +11 · 6 citations
Computer Science · #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning #Advanced Image and Video Retrieval Techniques
- Revisiting Image Classifier Training for Improved Certified Robust Defense against Adversarial Patches
2023/06/22 by Aniruddha Saha, Saha, Aniruddha, Shuhua Yu +7 · 3 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Bacillus and Francisella bacterial research #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Noisy Batch Active Learning with Deterministic Annealing
2019/09/27 by Gaurav Gupta, Gupta, Gaurav, Anit Kumar Sahu +3 · 2 citations
Computer Science · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Machine Learning and Data Classification
- Defending Multimodal Fusion Models against Single-Source Adversaries
2022/06/25 by Karren Yang, Yang, Karren, Wanyi Lin +7 · 2 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #68T01 #68T45 #Adversarial Robustness in Machine Learning #Bacillus and Francisella bacterial research #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Leveraging Foundation Models to Improve Lightweight Clients in Federated Learning
2023/11/14 by Xidong Wu, Wan-Yi Lin, Wu, Xidong +11 · 1 citation
Computer Science · Medicine · #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Healthcare #Parallel #Privacy-Preserving Technologies in Data #and Cluster Computing (cs.DC)