6 citations · 10 across the 11 of their papers we have counts for
3 papers · 1 filter
Training compact deep learning models for video classification using circulant matrices
Alexandre Araujo, Benjamin Negrevergne, Yann Chevaleyre +1
In real world scenarios, model accuracy is hardly the only factor to consider. Large models consume more memory and are computationally more intensive, which makes them difficult t…
Disease Classification in Metagenomics with 2D Embeddings and Deep Learning
Thanh Hai Nguyen, Edi Prifti, Yann Chevaleyre +2
Deep learning (DL) techniques have shown unprecedented success when applied to images, waveforms, and text. Generally, when the sample size () is much bigger than the number of…
Deep Learning for Metagenomic Data: using 2D Embeddings and Convolutional Neural Networks
Thanh Hai Nguyen, Yann Chevaleyre, Edi Prifti +2
Deep learning (DL) techniques have had unprecedented success when applied to images, waveforms, and texts to cite a few. In general, when the sample size (N) is much greater than t…