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researcher

Mark Collier

23 papers hereh-index 134.8k citations30 works total

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

author position
  • first author11
  • middle author11

Across the 22 of 23 papers where every author was matched, so the position is known.

fields
  • cs.LG15
  • cs.CV7
  • stat.ML1

identity via Semantic Scholar / OpenAlex

activity
20182025
most citedScaling Vision Transformers to 22 Billion Parameters

118 citations · 229 across the 23 of their papers we have counts for

collaborators
Showing 2024Show all

2 papers · 1 filter

cs.CV2024★ 2 cited

Pretrained Visual Uncertainties

Michael Kirchhof, Mark Collier, Seong Joon Oh +1

Accurate uncertainty estimation is vital to trustworthy machine learning, yet uncertainties typically have to be learned for each task anew. This work introduces the first pretrain…

cs.CV2024

Representing Online Handwriting for Recognition in Large Vision-Language Models

Anastasiia Fadeeva, Philippe Schlattner, Andrii Maksai +4

The adoption of tablets with touchscreens and styluses is increasing, and a key feature is converting handwriting to text, enabling search, indexing, and AI assistance. Meanwhile,…

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