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researcher

Sarah M. Erfani

5 papers hereh-index 319 citations13 works total

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

author position
  • middle author4
  • last author1

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

fields
  • cs.CV2
  • cs.AI1
  • cs.CR1
  • cs.LG1

identity via Semantic Scholar / OpenAlex

most citedExploiting Inter-Sample Information for Long-tailed Out-of-Distribution Detection

3 citations · 4 across the 5 of their papers we have counts for

collaborators
Showing cs.LGShow all

1 paper · 1 filter

cs.LG2025

On the Bayes Inconsistency of Disagreement Discrepancy Surrogates

Neil G. Marchant, Andrew C. Cullen, Feng Liu +1

Deep neural networks often fail when deployed in real-world contexts due to distribution shift, a critical barrier to building safe and reliable systems. An emerging approach to ad…

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