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William Berman

3 papers hereh-index 235 citations4 works total

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author position
  • first author1
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Across the 3 of 3 papers where every author was matched, so the position is known.

fields
  • cs.CV2
  • cs.LG1

identity via Semantic Scholar / OpenAlex

activity
20242026
collaborators
Showing cs.CVShow all

2 papers · 1 filter

cs.CV2025

MONET -- Virtual Cell Painting of Brightfield Images and Time Lapses Using Reference Consistent Diffusion

Alexander Peysakhovich, William Berman, Joseph Rufo +2

Cell painting is a popular technique for creating human-interpretable, high-contrast images of cell morphology. There are two major issues with cell paint: (1) it is labor-intensiv…

cs.CV2024

MUMU: Bootstrapping Multimodal Image Generation from Text-to-Image Data

William Berman, Alexander Peysakhovich

We train a model to generate images from multimodal prompts of interleaved text and images such as "a <picture of a man> man and his <picture of a dog> dog in an <picture of a cart…

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