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researcher

Anna Banaszak

2 papers hereh-index 230 citations3 works total

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

author position
  • middle author2

Across the 2 of 2 papers where every author was matched, so the position is known.

fields
  • cs.LG1
  • eess.IV1

identity via Semantic Scholar / OpenAlex

most citedTopologically Faithful Multi-class Segmentation in Medical Images

8 citations · 9 across the 2 of their papers we have counts for

collaborators

2 papers

cs.LG2025★ 1 cited

LFM2 Technical Report

Alexander Amini, Anna Banaszak, Harold Benoit +30

We present LFM2, a family of Liquid Foundation Models designed for efficient on-device deployment and strong task capabilities. Using hardware-in-the-loop architecture search under…

eess.IV2024★ 8 cited

Topologically Faithful Multi-class Segmentation in Medical Images

Alexander H. Berger, Nico Stucki, Laurin Lux +6

Topological accuracy in medical image segmentation is a highly important property for downstream applications such as network analysis and flow modeling in vessels or cell counting…

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