6 citations · 6 across the 4 of their papers we have counts for
4 papers
Concept Probing: Where to Find Human-Defined Concepts (Extended Version)
Manuel de Sousa Ribeiro, Afonso Leote, João Leite
Concept probing has recently gained popularity as a way for humans to peek into what is encoded within artificial neural networks. In concept probing, additional classifiers are tr…
On the Performance of Concept Probing: The Influence of the Data (Extended Version)
Manuel de Sousa Ribeiro, Afonso Leote, João Leite
Concept probing has recently garnered increasing interest as a way to help interpret artificial neural networks, dealing both with their typically large size and their subsymbolic…
On Modifying a Neural Network's Perception
Manuel de Sousa Ribeiro, João Leite
Artificial neural networks have proven to be extremely useful models that have allowed for multiple recent breakthroughs in the field of Artificial Intelligence and many others. Ho…
Explainable Abstract Trains Dataset
Manuel de Sousa Ribeiro, Ludwig Krippahl, Joao Leite
The Explainable Abstract Trains Dataset is an image dataset containing simplified representations of trains. It aims to provide a platform for the application and research of algor…