Johannes Ballé

CoRR, 2024

Wasserstein Distortion: Unifying Fidelity and Realism.

[BibT_eX]

[DOI]

Proceedings of the 58th Annual Conference on Information Sciences and Systems, 2024

2023

A Scalable Reduced-Complexity Compression of Hyperspectral Remote Sensing Images Using Deep Learning.

[BibT_eX]

[DOI]

Sebastià Mijares i Verdú

Miguel Hernández-Cabronero

Joan Bartrina-Rapesta

Joan Serra-Sagristà

Remote. Sens., September, 2023

Neural Distributed Compressor Discovers Binning.

[BibT_eX]

[DOI]

Ezgi Özyilkan

Elza Erkip

CoRR, 2023

The Unreasonable Effectiveness of Linear Prediction as a Perceptual Metric.

[BibT_eX]

[DOI]

Daniel Severo

Lucas Theis

CoRR, 2023

Learned Wyner-Ziv Compressors Recover Binning.

[BibT_eX]

[DOI]

Ezgi Özyilkan

Elza Erkip

Proceedings of the IEEE International Symposium on Information Theory, 2023

A Rate-Distortion View on Model Updates.

[BibT_eX]

[DOI]

Proceedings of the First Tiny Papers Track at ICLR 2023, 2023

2022

Optimizing the Communication-Accuracy Trade-off in Federated Learning with Rate-Distortion Theory.

[BibT_eX]

[DOI]

CoRR, 2022

Do Neural Networks Compress Manifolds Optimally?

[BibT_eX]

[DOI]

Sourbh Bhadane

Aaron B. Wagner

Proceedings of the IEEE Information Theory Workshop, 2022

On the relation between statistical learning and perceptual distances.

[BibT_eX]

[DOI]

Alexander Hepburn

Raúl Santos-Rodríguez

Jesus Malo

Proceedings of the Tenth International Conference on Learning Representations, 2022

Neural Video Compression Using GANs for Detail Synthesis and Propagation.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2022, 2022

Hyperspectral remote sensing data compression with neural networks.

[BibT_eX]

[DOI]

Sebastià Mijares i Verdú

Miguel Hernández-Cabronero

Joan Bartrina-Rapesta

Joan Serra-Sagristà

Proceedings of the Data Compression Conference, 2022

Optimal Compression of Locally Differentially Private Mechanisms.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2022

2021

Nonlinear Transform Coding.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Signal Process., 2021

Towards Generative Video Compression.

[BibT_eX]

[DOI]

CoRR, 2021

3D Scene Compression through Entropy Penalized Neural Representation Functions.

[BibT_eX]

[DOI]

Proceedings of the Picture Coding Symposium, 2021

Neural Networks Optimally Compress the Sawbridge.

[BibT_eX]

[DOI]

Aaron B. Wagner

Proceedings of the 31st Data Compression Conference, 2021

2020

An Unsupervised Information-Theoretic Perceptual Quality Metric.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Scalable Model Compression by Entropy Penalized Reparameterization.

[BibT_eX]

[DOI]

Proceedings of the 8th International Conference on Learning Representations, 2020

End-to-End Learning of Compressible Features.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Image Processing, 2020

Scale-Space Flow for End-to-End Optimized Video Compression.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

2019

Computationally Efficient Neural Image Compression.

[BibT_eX]

[DOI]

CoRR, 2019

Model Compression by Entropy Penalized Reparameterization.

[BibT_eX]

[DOI]

CoRR, 2019

Accelerating Training of Deep Neural Networks with a Standardization Loss.

[BibT_eX]

[DOI]

Jasmine Collins

Jonathon Shlens

CoRR, 2019

Integer Networks for Data Compression with Latent-Variable Models.

[BibT_eX]

[DOI]

Nick Johnston

David Minnen

Proceedings of the 7th International Conference on Learning Representations, 2019

2018

Efficient Nonlinear Transforms for Lossy Image Compression.

[BibT_eX]

[DOI]

Proceedings of the 2018 Picture Coding Symposium, 2018

Joint Autoregressive and Hierarchical Priors for Learned Image Compression.

[BibT_eX]

[DOI]

David Minnen

George Toderici

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

Variational image compression with a scale hyperprior.

[BibT_eX]

[DOI]

Proceedings of the 6th International Conference on Learning Representations, 2018

Towards A Semantic Perceptual Image Metric.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

2017

Perceptually Optimized Image Rendering.

[BibT_eX]

[DOI]

CoRR, 2017

Eigen-Distortions of Hierarchical Representations.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017

End-to-end Optimized Image Compression.

[BibT_eX]

[DOI]

Proceedings of the 5th International Conference on Learning Representations, 2017

2016

Density Modeling of Images using a Generalized Normalization Transformation.

[BibT_eX]

[DOI]

Proceedings of the 4th International Conference on Learning Representations, 2016

End-to-end optimization of nonlinear transform codes for perceptual quality.

[BibT_eX]

[DOI]

Proceedings of the 2016 Picture Coding Symposium, 2016

Perceptual image quality assessment using a normalized Laplacian pyramid.

[BibT_eX]

[DOI]

Proceedings of the Human Vision and Electronic Imaging, 2016

2015

The local low-dimensionality of natural images.

[BibT_eX]

[DOI]

Proceedings of the 3rd International Conference on Learning Representations, 2015

2014

Learning sparse filter bank transforms with convolutional ICA.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

2012

Image compression by microtexture synthesis.

[BibT_eX]

[DOI]

PhD thesis, 2012

Efficient shift-variant image restoration using deformable filtering (Part II): PSF field estimation.

[BibT_eX]

[DOI]

David Miraut

Javier Portilla

EURASIP J. Adv. Signal Process., 2012

Median trilateral loop filter for depth map video coding.

[BibT_eX]

[DOI]

Fabian Jäger

Proceedings of the 2012 Picture Coding Symposium, 2012

Subjective evaluation of texture similarity metrics for compression applications.

[BibT_eX]

[DOI]

Proceedings of the 2012 Picture Coding Symposium, 2012

2011

Models for Static and Dynamic Texture Synthesis in Image and Video Compression.

[BibT_eX]

[DOI]

Aleksandar Stojanovic

Jens-Rainer Ohm

IEEE J. Sel. Top. Signal Process., 2011

Improved entropy coding for component-based image coding.

[BibT_eX]

[DOI]

Christian Feldmann

Proceedings of the 18th IEEE International Conference on Image Processing, 2011

2010

MATLAB Meets LEGO Mindstorms - A Freshman Introduction Course Into Practical Engineering.

[BibT_eX]

[DOI]

IEEE Trans. Educ., 2010

2009

Component-based image coding using non-local means filtering and an autoregressive texture model.

[BibT_eX]

[DOI]

Bastian Jurczyk

Aleksandar Stojanovic

Proceedings of the International Conference on Image Processing, 2009

2007

Extended Texture Prediction for H.264/AVC Intra Coding.

[BibT_eX]

[DOI]