Yaron Lipman

Yaron is a visiting professor from Weizmann Institute of Science (Israel); his research interests span:Deep learning of geometric and irregular data, Geometry Processing, Computer Graphics, Discrete Differential Geometry, Optimization, Computational anatomy/biology

Research Areas

Yaron's Publications

August 01, 2021

GRAPHICS

COMPUTER VISION

Phase Transitions, Distance Functions, and Implicit Neural Representations

Representing surfaces as zero level sets of neural networks recently emerged as a powerful modeling paradigm, named Implicit Neural Representations (INRs) …

Yaron Lipman

August 01, 2021

July 18, 2021

CORE MACHINE LEARNING

Riemannian Convex Potential Maps

Modeling distributions on Riemannian manifolds is a crucial component in understanding non-Euclidean data that arises …

Samuel Cohen, Brandon Amos, Yaron Lipman

July 18, 2021