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Mackenzie W. Mathis

EPFL

20 papers hereh-index 3011.9k citations80 works total

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

author position
  • sole author1
  • first author1
  • middle author5
  • last author12

Across the 19 of 20 papers where every author was matched, so the position is known.

fields
  • cs.CV12
  • cs.LG4
  • cs.HC1
  • q-bio.NC1
  • q-bio.QM1
  • stat.ML1
affiliations
  • EPFL

identity via Semantic Scholar / OpenAlex

activity
20182026
most citedSeeing biodiversity: perspectives in machine learning for wildlife conservation

733 citations · 2.2k across the 19 of their papers we have counts for

collaborators
Showing 2026 · cs.CVShow all

2 papers · 2 filters

cs.CV2026

PRIMA: Boosting Animal Mesh Recovery with Biological Priors and Test-Time Adaptation

Xiaohang Yu, Ti Wang, Mackenzie Weygandt Mathis

We present PRIMA (*PRI*ors for *M*esh *A*daptation), a framework for robust 3D quadruped mesh recovery under severe species and pose imbalance. Existing animal reconstruction metho…

cs.CV2026★ 1 cited

FMPose3D: monocular 3D pose estimation via flow matching

Ti Wang, Xiaohang Yu, Mackenzie Weygandt Mathis

Monocular 3D pose estimation is fundamentally ill-posed due to depth ambiguity and occlusions, thereby motivating probabilistic methods that generate multiple plausible 3D pose hyp…

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