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researcher

Sofie Van Hoecke

4 papers here

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

author position
  • last author3

Across the 3 of 4 papers where every author was matched, so the position is known.

fields
  • cs.CL1
  • cs.CV1
  • cs.LG1
  • stat.ML1
ORCID 0000-0002-7865-6793

identity via Semantic Scholar / OpenAlex

activity
20212025
most citedDo Not Sleep on Traditional Machine Learning: Simple and Interpretable Techniques Are Competitive to Deep Learning for Sleep Scoring

53 citations · 59 across the 4 of their papers we have counts for

collaborators
Showing 2025Show all

2 papers · 1 filter

cs.CL2025

From Haystack to Needle: Label Space Reduction for Zero-shot Classification

Nathan Vandemoortele, Bram Steenwinckel, Femke Ongenae +1

We present Label Space Reduction (LSR), a novel method for improving zero-shot classification performance of Large Language Models (LLMs). LSR iteratively refines the classificatio…

cs.CV2025★ 6 cited

landmarker: a Toolkit for Anatomical Landmark Localization in 2D/3D Images

Jef Jonkers, Luc Duchateau, Glenn Van Wallendael +1

Anatomical landmark localization in 2D/3D images is a critical task in medical imaging. Although many general-purpose tools exist for landmark localization in classical computer vi…

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