Search Results for author: Laura M. Ferrari

Found 2 papers, 0 papers with code

From Multimodal to Unimodal Attention in Transformers using Knowledge Distillation

no code implementations15 Oct 2021 Dhruv Agarwal, Tanay Agrawal, Laura M. Ferrari, François Bremond

Multimodal Deep Learning has garnered much interest, and transformers have triggered novel approaches, thanks to the cross-attention mechanism.

Knowledge Distillation Multimodal Deep Learning

One-class Autoencoder Approach for Optimal Electrode Set-up Identification in Wearable EEG Event Monitoring

no code implementations9 Apr 2021 Laura M. Ferrari, Guy Abi Hanna, Paolo Volpe, Esma Ismailova, François Bremond, Maria A. Zuluaga

A limiting factor towards the wide routine use of wearables devices for continuous healthcare monitoring is their cumbersome and obtrusive nature.

EEG Event Detection

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