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M. Winkels

3 papers hereh-index 4279 citations6 works total

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author position
  • first author1
  • middle author1

Across the 2 of 3 papers where every author was matched, so the position is known.

fields
  • cs.LG2
  • cs.CL1

identity via Semantic Scholar / OpenAlex

collaborators
Showing cs.LGShow all

2 papers · 1 filter

cs.LG2025

Depth-Wise Activation Steering for Honest Language Models

Gracjan Góral, Marysia Winkels, Steven Basart

Large language models sometimes assert falsehoods despite internally representing the correct answer, failures of honesty rather than accuracy, which undermines auditability and sa…

cs.LG2018

3D G-CNNs for Pulmonary Nodule Detection

Marysia Winkels, Taco S. Cohen

Convolutional Neural Networks (CNNs) require a large amount of annotated data to learn from, which is often difficult to obtain in the medical domain. In this paper we show that th…

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