Heli Ben-Hamu

According to our database, Heli Ben-Hamu authored at least 10 papers between 2018 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

D-Flow: Differentiating through Flows for Controlled Generation.

Heli Ben-Hamu, Omri Puny, Itai Gat, Brian Karrer, Uriel Singer, Yaron Lipman

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

2023

Multisample Flow Matching: Straightening Flows with Minibatch Couplings.

Aram-Alexandre Pooladian, Heli Ben-Hamu, Carles Domingo-Enrich, Brandon Amos, Yaron Lipman, Ricky T. Q. Chen

Proceedings of the International Conference on Machine Learning, 2023

Flow Matching for Generative Modeling.

Yaron Lipman, Ricky T. Q. Chen, Heli Ben-Hamu, Maximilian Nickel, Matthew Le

Proceedings of the Eleventh International Conference on Learning Representations, 2023

2022

Matching Normalizing Flows and Probability Paths on Manifolds.

Heli Ben-Hamu, Samuel Cohen, Joey Bose, Brandon Amos, Maximilian Nickel, Aditya Grover, Ricky T. Q. Chen, Yaron Lipman

Proceedings of the International Conference on Machine Learning, 2022

Frame Averaging for Invariant and Equivariant Network Design.

Omri Puny, Matan Atzmon, Edward J. Smith, Ishan Misra, Aditya Grover, Heli Ben-Hamu, Yaron Lipman

Proceedings of the Tenth International Conference on Learning Representations, 2022

2020

From Graph Low-Rank Global Attention to 2-FWL Approximation.

Omri Puny, Heli Ben-Hamu, Yaron Lipman

CoRR, 2020

2019

Provably Powerful Graph Networks.

Haggai Maron, Heli Ben-Hamu, Hadar Serviansky, Yaron Lipman

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Invariant and Equivariant Graph Networks.

Haggai Maron, Heli Ben-Hamu, Nadav Shamir, Yaron Lipman

Proceedings of the 7th International Conference on Learning Representations, 2019

Surface Networks via General Covers.

Niv Haim, Nimrod Segol, Heli Ben-Hamu, Haggai Maron, Yaron Lipman

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

2018

Multi-chart generative surface modeling.

Heli Ben-Hamu, Haggai Maron, Itay Kezurer, Gal Avineri, Yaron Lipman

ACM Trans. Graph., 2018