25 citations · 116 across the 31 of their papers we have counts for
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cs.CV2018
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…
cs.CV2018★ 11 cited
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…