Neta Shaul

6 papers · 2023–2025 · 3 conferences · across top CS/AI conferences

Achievements

🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (3) 🐝 Cross-Pollinator (14) 👑 Triple Crown

Conferences

ICLR (3) ICML (2) NIPS (1)

Top co-authors

Ricky T. Q. Chen (6) Yaron Lipman (6) Itai Gat (3) Matthew Le (2) Albert Pumarola (2) Brian Karrer (2) Marton Havasi (2) Peter Holderrieth (2) Ali Thabet (2) Uriel Singer (1)

Keywords

probability path (2) code generation (1) flow matching (1) generative model (1) diffusion model (1) discrete diffusion (1) language generation (1) non-autoregressive generation (1) kinetic optimal (1) neural network (1) kinetic energy (1) optimal transport (1) gaussian path (1)

Papers

Generator Matching: Generative modeling with arbitrary Markov processes ICLR 2025

Flow Matching with General Discrete Paths: A Kinetic-Optimal Perspective ICLR 2025

Discrete Flow Matching NIPS 2024

Bespoke Solvers for Generative Flow Models ICLR 2024

Bespoke Non-Stationary Solvers for Fast Sampling of Diffusion and Flow Models ICML 2024

On Kinetic Optimal Probability Paths for Generative Models ICML 2023