Yaron Lipman
VISITING PROFESSOR | NEW YORK CITY, UNITED STATES
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
December 10, 2024
CORE MACHINE LEARNING
Flow Matching Guide and Code
Yaron Lipman, Marton Havasi, Peter Holderrieth, Neta Shaul, Matt Le, Brian Karrer, Ricky Chen, David Lopez-Paz, Heli Ben Hamu, Itai Gat
December 10, 2024
December 09, 2024
NLP
CORE MACHINE LEARNING
Discrete flow matching
Itai Gat, Tal Remez, Felix Kreuk, Ricky Chen, Gabriel Synnaeve, Yossef (Yossi) Adi, Yaron Lipman, Neta Shaul
December 09, 2024
June 17, 2024
HUMAN & MACHINE INTELLIGENCE
COMPUTER VISION
D-Flow: Differentiating through Flows for Controlled Generation
Heli Ben-Hamu, Omri Puny, Itai Gat, Brian Karrer, Uriel Singer, Yaron Lipman
June 17, 2024
June 17, 2024
COMPUTER VISION
CORE MACHINE LEARNING
Bespoke Non-Stationary Solvers for Fast Sampling of Diffusion and Flow Models
Neta Shaul, Uriel Singer, Ricky Chen, Matt Le, Ali Thabet, Albert Pumarola, Yaron Lipman
June 17, 2024
December 26, 2023
GRAPHICS
COMPUTER VISION
Mosaic-SDF for 3D Generative Models
Lior Yariv, Omri Puny, Natalia Neverova, Oran Gafni, Yaron Lipman
December 26, 2023
November 09, 2022
RESEARCH
VisCo Grids: Surface Reconstruction with Viscosity and Coarea Grids
Yaron Lipman, Albert Pumarola, Ali Thabet, Artsiom Sanakoyeu, Lior Yariv
November 09, 2022
June 21, 2022
Matching Normalizing Flows and Probability Paths on Manifolds
Yaron Lipman, Brandon Amos, Max Nickel, Ricky Chen, Samuel Cohen, Aditya Grover, Heli Ben-Hamu, Joey Bose
June 21, 2022
November 05, 2021
COMPUTER VISION
CORE MACHINE LEARNING
Volume Rendering of Neural Implicit Surfaces
Lior Yariv, Jiatao Gu, yoni kasten, Yaron Lipman
November 05, 2021
November 05, 2021
CORE MACHINE LEARNING
Moser Flow: Divergence-based Generative Modeling on Manifolds
Noam Rozen, Aditya Grover, Max Nickel, Yaron Lipman
November 05, 2021
Foundational models
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