Fetching the paper…
Reading the bibliography…
We describe an end-to-end trainable model for image compression based on variational autoencoders.
“Universal modeling and coding”
Jorma Rissanen and Glen. Langdon Jr · 1981
Earlier work this paper cites.
“ITU-R Rec. T.81 & ISO/IEC 10918-1: Digital compression and coding of continuous-tone still images”, 1992
1992
Earlier work this paper cites.
“Kodak Lossless True Color Image Suite (PhotoCD PCD0992)”, 1993
Eastman Kodak · 1993
Earlier work this paper cites.
“Latent variable models”
Christopher. Bishop · 1999
Earlier work this paper cites.
“Scale Mixtures of Gaussians and the Statistics of Natural Images”
Martin. Wainwright and Eero. Simoncelli · 2000
Earlier work this paper cites.
“Theoretical Foundations of Transform Coding”
Vivek. Goyal · 2001
Earlier work this paper cites.
“JPEG 2000 – Image Compression Fundamentals, Standards and Practice”
David. Taubman and Michael. Marcellin · 2002
Earlier work this paper cites.
“Dependence, Correlation and Gaussianity in Independent Component Analysis”
Jean-François Cardoso · 2003
Earlier work this paper cites.
“Image Quality Assessment: From Error Visibility to Structural Similarity”
Zhou Wang, Alan Bovik, H.. Sheikh and Eero. Simoncelli · 2003
Earlier work this paper cites.
“Multi-Scale Structural Similarity for Image Quality Assessment”
Zhou Wang, Eero. Simoncelli and Alan Bovik · 2003
Earlier work this paper cites.
“Modeling Multiscale Subbands of Photographic Images with Fields of Gaussian Scale Mixtures”
Siwei Lyu and Eero. Simoncelli · 2008
Cited alongside, same era.
“ITU-R Rec. H.265 & ISO/IEC 23008-2: High Efficiency Video Coding”, 2013
2013
Cited alongside, same era.
“TESTIMAGES: A large-scale archive for testing visual devices and basic image processing algorithms”
N. Asuni and A. Giachetti · 2014
Cited alongside, same era.
“BPG Image Format” Accessed: 2017-01-30, 2014
Fabrice Bellard · 2014
Cited alongside, same era.
“Auto-Encoding Variational Bayes” Presented at the 2nd Int. Conf. on Learning Representations
Diederik. Kingma and Max Welling · 2014
Cited alongside, same era.
“Ladder variational autoencoders”
Casper Sønderby et al · 2016
Later among the works it cites.
“Soft-to-Hard Vector Quantization for End-to-End Learning Compressible Representations”
EiríkurÞór Ágústsson et al · 2017
Later among the works it cites.
“Multiple hypothesis colorization and its application to image compression”
Mohammad Baig and Lorenzo Torresani · 2017
Later among the works it cites.
“End-to-end Optimized Image Compression” Presented at the 5th Int. Conf. on Learning Representations
Johannes Ballé, Valero Laparra and Eero. Simoncelli · 2017
Later among the works it cites.
Nick Johnston et al · 2017
Later among the works it cites.
alphaXiv searches the wider corpus for related work and actual follow-ups.
alphaXiv is searching for related work…
Diederik. Kingma and Jimmy Ba · 2015
Cited alongside, same era.
Johannes Ballé, Valero Laparra and Eero. Simoncelli · 2016
Cited alongside, same era.
“End-to-end optimization of nonlinear transform codes for perceptual quality”
Johannes Ballé, Valero Laparra and Eero. Simoncelli · 2016
Cited alongside, same era.
“Towards Conceptual Compression”
Karol Gregor et al · 2016
Cited alongside, same era.
“Real-Time Adaptive Image Compression”
Oren Rippel and Lubomir Bourdev · 2017
Later among the works it cites.
Shibani Santurkar, David Budden and Nir Shavit · 2017
Later among the works it cites.
Lucas Theis, Wenzhe Shi, Andrew Cunningham and Ferenc Huszár · 2017
Later among the works it cites.
“Full Resolution Image Compression with Recurrent Neural Networks”
George Toderici et al · 2017
Later among the works it cites.