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Nathan Drenkow

15 papers hereh-index 8603 citations19 works total

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

author position
  • first author6
  • middle author6
  • last author2

Across the 14 of 15 papers where every author was matched, so the position is known.

fields
  • cs.CV11
  • cs.LG4
ORCID 0000-0002-1492-1578
same name
  • Nathan Drenkow — 1 paper, h 2

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
20202025
most citedA Systematic Review of Robustness in Deep Learning for Computer Vision: Mind the gap?

30 citations · 42 across the 12 of their papers we have counts for

collaborators
Showing 2020Show all

2 papers · 1 filter

cs.CV2020

Attack Agnostic Detection of Adversarial Examples via Random Subspace Analysis

Nathan Drenkow, Neil Fendley, Philippe Burlina

Whilst adversarial attack detection has received considerable attention, it remains a fundamentally challenging problem from two perspectives. First, while threat models can be wel…

cs.CV2020★ 5 cited

Revisiting Stereo Depth Estimation From a Sequence-to-Sequence Perspective with Transformers

Zhaoshuo Li, Xingtong Liu, Nathan Drenkow +4

Stereo depth estimation relies on optimal correspondence matching between pixels on epipolar lines in the left and right images to infer depth. In this work, we revisit the problem…

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