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Erik B. Sudderth

University of California, Irvine

3 papers hereh-index 386.6k citations127 works total

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

author position
  • middle author2
  • last author1

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

fields
  • cs.CV1
  • cs.HC1
  • cs.LG1
affiliations
  • University of California, Irvine
Homepage
same name
  • Erik B. Sudderth — 1 paper

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 cited"It's trained by non-disabled people": Evaluating How Image Quality Affects Product Captioning with Vision-Language Models

2 citations · 3 across the 2 of their papers we have counts for

collaborators

3 papers

cs.CV2026★ 1 cited

VIPaint: Image Inpainting with Pre-Trained Diffusion Models via Variational Inference

Sakshi Agarwal, Gabriel Hope, Jimin Heo +1

Diffusion probabilistic models learn to remove noise added during training, generating novel data (e.g., images) from Gaussian noise through sequential denoising. However, conditio…

cs.HC2026★ 2 cited

"It's trained by non-disabled people": Evaluating How Image Quality Affects Product Captioning with Vision-Language Models

Kapil Garg, Xinru Tang, Jimin Heo +4

Vision-Language Models (VLMs) are increasingly used by blind and low-vision (BLV) people to identify and understand products in their everyday lives, such as food, personal care it…

cs.LG2025

Learning to be Smooth: An End-to-End Differentiable Particle Smoother

Ali Younis, Erik B. Sudderth

For challenging state estimation problems arising in domains like vision and robotics, particle-based representations attractively enable temporal reasoning about multiple posterio…

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