13 citations · 24 across the 2 of their papers we have counts for
2 papers
cs.CV2023★ 11 cited
Advancing The Rate-Distortion-Computation Frontier For Neural Image Compression
David Minnen, Nick Johnston
The rate-distortion performance of neural image compression models has exceeded the state-of-the-art for non-learned codecs, but neural codecs are still far from widespread deploym…
cs.CV2023★ 13 cited
Finite Scalar Quantization: VQ-VAE Made Simple
Fabian Mentzer, David Minnen, Eirikur Agustsson +1
We propose to replace vector quantization (VQ) in the latent representation of VQ-VAEs with a simple scheme termed finite scalar quantization (FSQ), where we project the VAE repres…