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researcher

Tobias Lorenz

CISPA Helmholtz Center for Information Security

10 papers hereh-index 41.1k citations14 works total

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

author position
  • first author5
  • middle author5

Across the 10 of 10 papers where every author was matched, so the position is known.

fields
  • cs.LG6
  • cs.AI2
  • cs.CV1
  • cs.GT1
affiliations
  • CISPA Helmholtz Center for Information Security
HomepageORCID 0000-0003-4369-2644

identity via Semantic Scholar / OpenAlex

activity
20172026
most citedFeature Generating Networks for Zero-Shot Learning

17 citations · 20 across the 9 of their papers we have counts for

collaborators
Showing 2025Show all

1 paper · 1 filter

cs.LG2025

Pixel-level Certified Explanations via Randomized Smoothing

Alaa Anani, Tobias Lorenz, Mario Fritz +1

Post-hoc attribution methods aim to explain deep learning predictions by highlighting influential input pixels. However, these explanations are highly non-robust: small, impercepti…

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