Sarah Parisot

A continual learning survey: Defying forgetting in classification tasks

Matthias Delange, Rahaf Aljundi, Marc Masana et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2021 · 1.5K citations · Full text

Artificial Intelligence, Incremental Learning, Engineering +18

Disease prediction using graph convolutional networks: Application to Autism Spectrum Disorder and Alzheimer’s disease

Sarah Parisot, Sofia Ira Ktena, Enzo Ferrante et al. · Medical Image Analysis · 2018 · 713 citations · Full text

Graph Neural Network, Graph Representation Learning, Graph Theory +14

Metric learning with spectral graph convolutions on brain connectivity networks

Sofia Ira Ktena, Sarah Parisot, Enzo Ferrante et al. · NeuroImage · 2017 · 365 citations

Spectral Theory, Spectral Graph Convolutions, Manifold Learning +11

Continual learning: A comparative study on how to defy forgetting in classification tasks.

Matthias De Lange, Rahaf Aljundi, Marc Masana et al. · arXiv (Cornell University) · 2019 · 162 citations · Full text

Artificial Intelligence, Few-shot Learning, Incremental Learning +21

Learning Conditioned Graph Structures for Interpretable Visual Question Answering

Will Norcliffe-Brown, Efstathios Vafeias, Sarah Parisot · arXiv (Cornell University) · 2018 · 150 citations · Full text

Natural Language Processing, Multimodal Llm, Machine Vision +12