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Sidharth Kumar

8 papers hereh-index 6143 citations12 works total

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

author position
  • middle author8

Across the 8 of 8 papers where every author was matched, so the position is known.

fields
  • eess.IV3
  • cs.CV2
  • eess.SP2
  • cs.LG1
same name
  • Sidharth Kumar — 6 papers, h 3
  • Sidharth Kumar — 4 papers, h 3
  • Sidharth Kumar — 2 papers, h 12
  • Sidharth Kumar — 1 paper, h 2

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

activity
20202024
most citedSolving Inverse Problems with Score-Based Generative Priors learned from Noisy Data

13 citations · 37 across the 8 of their papers we have counts for

collaborators
Showing 2024 · cs.CVShow all

1 paper · 2 filters

cs.CV2024

Ambient Diffusion Posterior Sampling: Solving Inverse Problems with Diffusion Models Trained on Corrupted Data

Asad Aali, Giannis Daras, Brett Levac +3

We provide a framework for solving inverse problems with diffusion models learned from linearly corrupted data. Firstly, we extend the Ambient Diffusion framework to enable trainin…

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