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Heli Ben-Hamu

FAIR, Meta AI

13 papers hereh-index 147.3k citations17 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author4
  • middle author9

Across the 13 of 13 papers where every author was matched, so the position is known.

fields
  • cs.LG10
  • cs.CV2
  • stat.ML1
affiliations
  • FAIR, Meta AI
Homepage

identity via Semantic Scholar / OpenAlex

activity
20182025
most citedFlow Matching for Generative Modeling

108 citations · 323 across the 11 of their papers we have counts for

collaborators
Showing 2024Show all

2 papers · 1 filter

cs.LG2024★ 11 cited

Flow Matching Guide and Code

Yaron Lipman, Marton Havasi, Peter Holderrieth +7

Flow Matching (FM) is a recent framework for generative modeling that has achieved state-of-the-art performance across various domains, including image, video, audio, speech, and b…

cs.LG2024★ 1 cited

D-Flow: Differentiating through Flows for Controlled Generation

Heli Ben-Hamu, Omri Puny, Itai Gat +3

Taming the generation outcome of state of the art Diffusion and Flow-Matching (FM) models without having to re-train a task-specific model unlocks a powerful tool for solving inver…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.