Neta Shaul

According to our database, Neta Shaul authored at least 6 papers between 2023 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Generator Matching: Generative modeling with arbitrary Markov processes.

Peter Holderrieth, Marton Havasi, Jason Yim, Neta Shaul, Itai Gat, Tommi S. Jaakkola, Brian Karrer, Ricky T. Q. Chen, Yaron Lipman

CoRR, 2024

Discrete Flow Matching.

Itai Gat, Tal Remez, Neta Shaul, Felix Kreuk, Ricky T. Q. Chen, Gabriel Synnaeve, Yossi Adi, Yaron Lipman

CoRR, 2024

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

Neta Shaul, Uriel Singer, Ricky T. Q. Chen, Matthew Le, Ali K. Thabet, Albert Pumarola, Yaron Lipman

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Bespoke Solvers for Generative Flow Models.

Neta Shaul, Juan C. Pérez, Ricky T. Q. Chen, Ali K. Thabet, Albert Pumarola, Yaron Lipman

Proceedings of the Twelfth International Conference on Learning Representations, 2024

2023

Guided Flows for Generative Modeling and Decision Making.

Qinqing Zheng, Matt Le, Neta Shaul, Yaron Lipman, Aditya Grover, Ricky T. Q. Chen

CoRR, 2023

On Kinetic Optimal Probability Paths for Generative Models.

Neta Shaul, Ricky T. Q. Chen, Maximilian Nickel, Matthew Le, Yaron Lipman

Proceedings of the International Conference on Machine Learning, 2023