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Nayantara Mudur

2 papers hereh-index 7169 citations13 works total

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

author position
  • first author1
  • middle author1

Across the 2 of 2 papers where every author was matched, so the position is known.

fields
  • astro-ph.CO1
  • cs.LG1
same name
  • Nayantara Mudur — 2 papers

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

most citedCan denoising diffusion probabilistic models generate realistic astrophysical fields?

7 citations · 7 across the 1 of their papers we have counts for

collaborators

2 papers

astro-ph.CO2022★ 7 cited

Can denoising diffusion probabilistic models generate realistic astrophysical fields?

Nayantara Mudur, Douglas P. Finkbeiner

Score-based generative models have emerged as alternatives to generative adversarial networks (GANs) and normalizing flows for tasks involving learning and sampling from complex im…

cs.LG2020

Contrastive Similarity Matching for Supervised Learning

Shanshan Qin, Nayantara Mudur, Cengiz Pehlevan

We propose a novel biologically-plausible solution to the credit assignment problem motivated by observations in the ventral visual pathway and trained deep neural networks. In bot…

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