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researcher

João B. S. Carvalho

2 papers here

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

author position
  • first author1
  • middle author1

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

fields
  • cs.CV1
  • eess.IV1

identity via Semantic Scholar / OpenAlex

most citedImproving Explainability of Disentangled Representations using Multipath-Attribution Mappings

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

collaborators

2 papers

cs.CV2023★ 2 cited

Improving Explainability of Disentangled Representations using Multipath-Attribution Mappings

Lukas Klein, João B. S. Carvalho, Mennatallah El-Assady +3

Explainable AI aims to render model behavior understandable by humans, which can be seen as an intermediate step in extracting causal relations from correlative patterns. Due to th…

eess.IV2021

Spatially Dependent U-Nets: Highly Accurate Architectures for Medical Imaging Segmentation

João B. S. Carvalho, João A. Santinha, Đorđe Miladinović +1

In clinical practice, regions of interest in medical imaging often need to be identified through a process of precise image segmentation. The quality of this image segmentation ste…

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