Search Results for author: Timothee Lesort

Found 3 papers, 2 papers with code

Amplifying Pathological Detection in EEG Signaling Pathways through Cross-Dataset Transfer Learning

2 code implementations19 Sep 2023 Mohammad-Javad Darvishi-Bayazi, Mohammad Sajjad Ghaemi, Timothee Lesort, Md Rifat Arefin, Jocelyn Faubert, Irina Rish

We see improvement in the performance of the target model on the target (NMT) datasets by using the knowledge from the source dataset (TUAB) when a low amount of labelled data was available.

EEG NMT +1

Continual Learning with Foundation Models: An Empirical Study of Latent Replay

1 code implementation30 Apr 2022 Oleksiy Ostapenko, Timothee Lesort, Pau Rodríguez, Md Rifat Arefin, Arthur Douillard, Irina Rish, Laurent Charlin

Motivated by this, we study the efficacy of pre-trained vision models as a foundation for downstream continual learning (CL) scenarios.

Benchmarking Continual Learning

Exploring to learn visual saliency: The RL-IAC approach

no code implementations2 Apr 2018 Celine Craye, Timothee Lesort, David Filliat, Jean-Francois Goudou

On the other hand, we investigate an autonomous exploration technique to efficiently learn such a saliency model.

Object Localization

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