Neta Shaul

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

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🐣 Hot Topic Early Bird 👑 Triple Crown

Venues

ICLR (3) ICML (2) NeurIPS (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)

Research topics

Deep Learning (6) Models (6) Machine Learning (5) Optimization & Theory (5) Computer Vision (1) Mathematics & Optimization (1) Generation (1) Optimization (1)

Keywords

flow matching (3) probability path (3) generative modeling (2) generative model (2) diffusion model (2) discrete diffusion (2) neural network (2) kinetic energy (2) non-stationary (1) jump process (1) language generation (1) ode solver (1) markov process (1) optimal transport (1) non-autoregressive generation (1) kinetic optimal (1) multimodal generation (1) ode (1) solver (1) gaussian path (1)

Papers

Flow Matching with General Discrete Paths: A Kinetic-Optimal Perspective ICLR 2025 Generator Matching: Generative modeling with arbitrary Markov processes ICLR 2025 Bespoke Non-Stationary Solvers for Fast Sampling of Diffusion and Flow Models ICML 2024 Bespoke Solvers for Generative Flow Models ICLR 2024 Discrete Flow Matching NeurIPS 2024 On Kinetic Optimal Probability Paths for Generative Models ICML 2023