Sida Huang

Variational Positive-Incentive Noise: How Noise Benefits Models

Hongyuan Zhang, Sida Huang, Yubin Guo · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2025 · 58 citations

Computing, Computer Science, Machine Learning +12

Enhance Vision-Language Alignment with Noise

Sida Huang, Hongyuan Zhang, Xuelong Li · Proceedings of the AAAI Conference on Artificial Intelligence · 2025 · 38 citations · Full text

Computing, Computer Science, Computer Vision +13

Data Augmentation of Contrastive Learning is Estimating Positive-incentive Noise

Hongyuan Zhang, Yanchen Xu, Sida Huang et al. · ArXiv.org · 2024 · 17 citations · Full text

Computing, Computer Science, Information Theory +8

Variational Positive-incentive Noise: How Noise Benefits Models

Hongyuan Zhang, Sida Huang · arXiv (Cornell University) · 2023 · 11 citations · Full text

Computing, Computer Science, Machine Learning +12

Screening History, Stage at Diagnosis, and Mortality in Screen-Detected Breast Cancer

Sida Huang, Sarah J. Westvold, Pamela R. Soulos et al. · JAMA Network Open · 2025 · 11 citations · Full text

Medicine, Oncology, Preventive Medicine +13