Explores perception in deep learning for autonomous vehicles, covering image classification, optimization methods, and the role of representation in machine learning.
Explores small molecule drugs for infectious diseases, covering global mortality rates, viral and bacterial injuries, antiviral and antibacterial agents, and the development of COX2 inhibitors.
Explores the learning dynamics of deep neural networks using linear networks for analysis, covering two-layer and multi-layer networks, self-supervised learning, and benefits of decoupled initialization.
