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researcher

Ryan Roggenkemper

2 papers here

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

author position
  • middle author2

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

fields
  • cs.LG1
  • eess.IV1

identity via Semantic Scholar / OpenAlex

most citedRecognition-Aware Learned Image Compression

9 citations · 9 across the 1 of their papers we have counts for

collaborators

2 papers

eess.IV2022★ 9 cited

Recognition-Aware Learned Image Compression

Maxime Kawawa-Beaudan, Ryan Roggenkemper, Avideh Zakhor

Learned image compression methods generally optimize a rate-distortion loss, trading off improvements in visual distortion for added bitrate. Increasingly, however, compressed imag…

cs.LG2020

Minority Reports Defense: Defending Against Adversarial Patches

Michael McCoyd, Won Park, Steven Chen +5

Deep learning image classification is vulnerable to adversarial attack, even if the attacker changes just a small patch of the image. We propose a defense against patch attacks bas…

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