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researcher

M. Mirman

5 papers hereh-index 102.3k citations27 works total

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

author position
  • first author3
  • middle author2

Across the 5 of 5 papers where every author was matched, so the position is known.

fields
  • cs.LG5

identity via Semantic Scholar / OpenAlex

activity
20192021
most citedA Provable Defense for Deep Residual Networks

15 citations · 30 across the 4 of their papers we have counts for

collaborators
Showing 2020Show all

1 paper · 1 filter

cs.LG2020

Robustness Certification of Generative Models

Matthew Mirman, Timon Gehr, Martin Vechev

Generative neural networks can be used to specify continuous transformations between images via latent-space interpolation. However, certifying that all images captured by the resu…

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