Kavli Affiliate: Feng Yuan | First 5 Authors: Yaxin Feng, Yuan Lan, Luchan Zhang, Yang Xiang, | Summary: Segmentation is a pixel-level classification of images. The accuracy and fast inference speed of image segmentation are crucial for autonomous driving safety. Fine and complex geometric objects are the most difficult but important recognition targets in traffic […]
Kavli Affiliate: Timothy Brown, Anders Dale | Authors: Carolina Makowski, Timothy T Brown, Weiqi Zhao, Donald J Hagler, Pravesh Parekh, Hugh Garavan, Thomas E Nichols, Terry L Jernigan and Anders M Dale | Summary: Magnetic resonance imaging (MRI) is a popular and useful non-invasive method to map patterns of brain structure and function to complex […]
Kavli Affiliate: Feng Wang | First 5 Authors: Chuntian Cao, Matthew R. Carbone, Cem Komurcuoglu, Jagriti S. Shekhawat, Kerry Sun | Summary: Electrochemical degradation of solid electrolytes is a major roadblock in the development of solid-state batteries, and the formed solid-solid interphase (SSI) plays a key role in the performance of solid-state batteries. In this […]
Kavli Affiliate: David Muller | First 5 Authors: Emerson Melo, David Müller, , , | Summary: This paper establishes a connection between a category of discrete choice models and the realms of online learning and multiarmed bandit algorithms. Our contributions can be summarized in two key aspects. Firstly, we furnish sublinear regret bounds for a […]