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Alaa Anani

5 papers hereh-index 313 citations5 works total

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

author position
  • first author4
  • last author1

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

fields
  • cs.LG3
  • cs.AI1
  • cs.CV1

identity via Semantic Scholar / OpenAlex

activity
20212026
most citedAdaptive Hierarchical Certification for Segmentation using Randomized Smoothing

1 citations · 1 across the 5 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.