Description: Peter Wang's Homepage
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I am a postdoctoral researcher at California Institute of Technology, working with Prof. Anima Anandkumar . Prior to joining Caltech, I completed my Ph.D. at Vision Science and Berkeley AI Research (BAIR) , UC Berkeley, advised by Prof. Stella Yu and Prof. Meng Lin . My research lies at the intersection of machine learning, computer vision and AI for healthcare.
My research lies at the intersection of machine learning, computer vision and AI for healthcare. Specifically, I study representation learning for real-world applications. Representation learning brings the data structures explicit and its advantages include robust model performance and high interpretability. Real-world data, compared to synthetic or curated data, usually comes with very few labels, and are noisy and imbalanced. I study structure-aware representation learning to address these fundamental ch
Human Reposing and Virtual Try-On from Multi-View Images Jiayun Wang , Amin Kheradmand , Himanshu Arora . WACV 2024. [paper]