9 citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
Showing 2023Show all
2 papers · 1 filter
eess.IV2023★ 9 cited
On the Importance of Denoising when Learning to Compress Images
Benoit Brummer, Christophe De Vleeschouwer
Image noise is ubiquitous in photography. However, image noise is not compressible nor desirable, thus attempting to convey the noise in compressed image bitstreams yields sub-par…
cs.LG2023
A Fair Classifier Embracing Triplet Collapse
A. Martzloff, N. Posocco, Q. Ferré
In this paper, we study the behaviour of the triplet loss and show that it can be exploited to limit the biases created and perpetuated by machine learning models. Our fair classif…