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Amil Merchant

9 papers hereh-index 92.6k citations17 works total

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

author position
  • first author3
  • middle author6

Across the 9 of 9 papers where every author was matched, so the position is known.

fields
  • cs.LG4
  • cond-mat.mtrl-sci3
  • cs.CL1
  • cs.CV1

identity via Semantic Scholar / OpenAlex

activity
20202025
most citedScalable Diffusion for Materials Generation

25 citations · 55 across the 8 of their papers we have counts for

collaborators
Showing 2024Show all

1 paper · 1 filter

cs.LG2024

Self-Refining Diffusion Samplers: Enabling Parallelization via Parareal Iterations

Nikil Roashan Selvam, Amil Merchant, Stefano Ermon

In diffusion models, samples are generated through an iterative refinement process, requiring hundreds of sequential model evaluations. Several recent methods have introduced appro…

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