Yaron Lipman
RESEARCH SCIENTIST | TEL AVIV, ISRAEL
Yaron is a Research Scientist at Meta Fundamental AI Research (FAIR), where he focuses on developing core generative modeling technologies.
Research Areas
Yaron's Publications
December 10, 2024
CORE MACHINE LEARNING
Flow Matching Guide and Code
Peter Holderrieth, Neta Shaul, Heli Ben Hamu, Yaron Lipman, Brian Karrer, David Lopez-Paz, Itai Gat, Marton Havasi, Matt Le, Ricky Chen
December 10, 2024
December 09, 2024
NLP
CORE MACHINE LEARNING
Discrete flow matching
Yaron Lipman, Felix Kreuk, Gabriel Synnaeve, Itai Gat, Ricky Chen, Tal Remez, Yossef (Yossi) Adi, Neta Shaul
December 09, 2024
June 17, 2024
HUMAN & MACHINE INTELLIGENCE
COMPUTER VISION
D-Flow: Differentiating through Flows for Controlled Generation
Omri Puny, Yaron Lipman, Brian Karrer, Heli Ben Hamu, Itai Gat, Uriel Singer
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, Yaron Lipman, Albert Pumarola, Ali Thabet, Matt Le, Ricky Chen, Uriel Singer
June 17, 2024
December 26, 2023
GRAPHICS
COMPUTER VISION
Mosaic-SDF for 3D Generative Models
Omri Puny, Oran Gafni, Lior Yariv, Natalia Neverova, 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, yoni kasten, Yaron Lipman, Jiatao Gu
November 05, 2021
November 05, 2021
CORE MACHINE LEARNING
Moser Flow: Divergence-based Generative Modeling on Manifolds
Noam Rozen, Yaron Lipman, Aditya Grover, Max Nickel
November 05, 2021
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