DDI-CoCo: A Dataset For Understanding The Effect Of Color Contrast In Machine-Assisted Skin Disease Detection
- Ming-chang Chiu
- Yingfei Wang
- et al.
- 2024
- ICASSP 2024
Publications
308 results for Pin-Yu Chen
Variance Reduction Can Improve Trade-Off in Multi-Objective Learning
- Heshan Fernando
- Lisha Chen
- et al.
- 2024
- ICASSP 2024
Zeroth-Order Machine Learning: Fundamental Principles and Emerging Applications in Foundation Models
- Sijia Liu
- Zhangyang Wang
- et al.
- 2024
- ICASSP 2024
Parameter-Efficient and Prompt Learning for Speech and Language Foundation Models
- Chao-han Huck Yang
- Pin-Yu Chen
- et al.
- 2024
- ICASSP 2024
Model Reprogramming Outperforms Fine-tuning on Out-of-distribution Data in Text-Image Encoders
- Andrew Geng
- Pin-Yu Chen
- 2024
- IEEE SaTML 2024
Improving Privacy-Preserving Vertical Federated Learning by Efficient Communication with ADMM
- Chulin Xie
- Pin-Yu Chen
- et al.
- 2024
- IEEE SaTML 2024
Elijah: Eliminating Backdoors Injected in Diffusion Models via Distribution Shift
- Shengwei An
- Sheng-Yen Chou
- et al.
- 2024
- AAAI 2024
Model Reprogramming: Resource-Efficient Cross-Domain Machine Learning
- 2024
- AAAI 2024
Zeroth-Order Machine Learning: Fundamental Principles and Emerging Applications in Foundation Models
- Sijia Liu
- Tianlong Chen
- et al.
- 2024
- AAAI 2024
Masking Improves Contrastive Self-Supervised Learning for ConvNets, and Saliency Tells You Where
- Zhi-Yi Chin
- Chieh-Ming Jiang
- et al.
- 2024
- WACV 2024