55 citations · 90 across the 14 of their papers we have counts for
4 papers · 1 filter
A comparative study on wearables and single-camera video for upper-limb out-of-thelab activity recognition with different deep learning architectures
Mario Martínez-Zarzuela, David González-Ortega, Míriam Antón-Rodríguez +3
The use of a wide range of computer vision solutions, and more recently high-end Inertial Measurement Units (IMU) have become increasingly popular for assessing human physical acti…
Evaluating Post-hoc Interpretability with Intrinsic Interpretability
José Pereira Amorim, Pedro Henriques Abreu, João Santos +1
Despite Convolutional Neural Networks having reached human-level performance in some medical tasks, their clinical use has been hindered by their lack of interpretability. Two majo…
Disentangling Neuron Representations with Concept Vectors
Laura O'Mahony, Vincent Andrearczyk, Henning Muller +1
Mechanistic interpretability aims to understand how models store representations by breaking down neural networks into interpretable units. However, the occurrence of polysemantic…
From visual words to a visual grammar: using language modelling for image classification
Antonio Foncubierta-Rodríguez, Henning Müller, Adrien Depeursinge
The Bag--of--Visual--Words (BoVW) is a visual description technique that aims at shortening the semantic gap by partitioning a low--level feature space into regions of the feature…