Isabel Rio-Torto

A Survey on Attention Mechanisms for Medical Applications: are we Moving Toward Better Algorithms?

Tiago Gonçalves, Isabel Rio-Torto, Luís F. Teixeira et al. · IEEE Access · 2022 · 49 citations · Full text

Convolutional Neural Network, Attention Mechanisms, Machine Learning +25

In-Context Impersonation Reveals Large Language Models' Strengths and Biases

Leonard Salewski, Stephan Alaniz, Isabel Rio-Torto et al. · arXiv (Cornell University) · 2023 · 35 citations · Full text

Psycholinguistics, Cognition, Language Learning +21

Understanding the decisions of CNNs: An in-model approach

Isabel Rio-Torto, Kelwin Fernandes, Luís F. Teixeira · Pattern Recognition Letters · 2020 · 27 citations

In-model Approach, Image Classification, Convolutional Neural Network +6

Automatic quality inspection in the automotive industry: a hierarchical approach using simulated data

Isabel Rio-Torto, Ana Teresa Campaniço, António Pereira et al. · 2021 · 12 citations

Total Quality Management, Automotive Engineering, Automotive Industry +28

A survey on attention mechanisms for medical applications: are we moving towards better algorithms?

Tiago Gonçalves, Isabel Rio-Torto, Luís F. Teixeira et al. · 2022 · 10 citations · Full text