9 citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
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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…
eess.IV2021★ 7 cited
End-to-end optimized image compression with competition of prior distributions
Benoit Brummer, Christophe De Vleeschouwer
Convolutional autoencoders are now at the forefront of image compression research. To improve their entropy coding, encoder output is typically analyzed with a second autoencoder t…