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researcher

Frank R. Schmidt

12 papers hereh-index 181.9k citations48 works total

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

author position
  • middle author12

Across the 12 of 12 papers where every author was matched, so the position is known.

fields
  • cs.CV6
  • cs.LG6
same name
  • Frank R. Schmidt — 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

activity
20132026
most citedScaling provable adversarial defenses

119 citations · 241 across the 10 of their papers we have counts for

collaborators
Showing 2019Show all

2 papers · 1 filter

cs.CV2019★ 61 cited

Adversarial camera stickers: A physical camera-based attack on deep learning systems

Juncheng Li, Frank R. Schmidt, J. Zico Kolter

Recent work has documented the susceptibility of deep learning systems to adversarial examples, but most such attacks directly manipulate the digital input to a classifier. Althoug…

cs.LG2019★ 57 cited

Wasserstein Adversarial Examples via Projected Sinkhorn Iterations

Eric Wong, Frank R. Schmidt, J. Zico Kolter

A rapidly growing area of work has studied the existence of adversarial examples, datapoints which have been perturbed to fool a classifier, but the vast majority of these works ha…

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