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Jona Ballé
Tytuł
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Variational image compression with a scale hyperprior
J Ballé, D Minnen, S Singh, SJ Hwang, N Johnston
International Conference on Learning Representations (ICLR) 2018, 2018
20952018
End-to-end Optimized Image Compression
J Ballé, V Laparra, EP Simoncelli
International Conference on Learning Representations (ICLR) 2017, 2017
20822017
Joint autoregressive and hierarchical priors for learned image compression
D Minnen, J Ballé, GD Toderici
Advances in Neural Information Processing Systems (NeurIPS) 31, 10771-10780, 2018
14682018
Density Modeling of Images using a Generalized Normalization Transformation
J Ballé, V Laparra, EP Simoncelli
International Conference on Learning Representations (ICLR) 2016, 2015
4652015
Scale-space flow for end-to-end optimized video compression
E Agustsson, D Minnen, N Johnston, J Balle, SJ Hwang, G Toderici
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2020
3582020
End-to-end optimization of nonlinear transform codes for perceptual quality
J Ballé, V Laparra, EP Simoncelli
Picture Coding Symposium (PCS) 2016, 2016
3022016
Nonlinear Transform Coding
J Ballé, PA Chou, D Minnen, S Singh, N Johnston, E Agustsson, ...
IEEE Journal of Selected Topics in Signal Processing 15 (2), 2021
2402021
MATLAB meets LEGO Mindstorms—A freshman introduction course into practical engineering
A Behrens, L Atorf, R Schwann, B Neumann, R Schnitzler, J Balle, ...
IEEE Transactions on Education 53 (2), 306-317, 2009
2072009
Perceptual image quality assessment using a normalized Laplacian pyramid
V Laparra, J Ballé, A Berardino, EP Simoncelli
Electronic Imaging 28, 1-6, 2016
1852016
Multihypothesis prediction using decoder side-motion vector derivation in inter-frame video coding
S Kamp, J Ballé, M Wien
Visual Communications and Image Processing 2009 7257, 17-24, 2009
962009
Efficient Nonlinear Transforms for Lossy Image Compression
J Ballé
Picture Coding Symposium (PCS) 2018, 2018
952018
End-to-end learning of compressible features
S Singh, S Abu-El-Haija, N Johnston, J Ballé, A Shrivastava, G Toderici
2020 IEEE International Conference on Image Processing (ICIP), 3349-3353, 2020
852020
Eigen-distortions of hierarchical representations
A Berardino, V Laparra, J Ballé, E Simoncelli
Advances in Neural Information Processing Systems (NeurIPS) 30, 3530-3539, 2017
802017
Integer Networks for Data Compression with Latent-Variable Models
J Ballé, N Johnston, D Minnen
International Conference on Learning Representations (ICLR) 2019, 2019
792019
Perceptually optimized image rendering
V Laparra, A Berardino, J Ballé, EP Simoncelli
Journal of the Optical Society of America A 34 (9), 1511-1525, 2017
792017
Computationally Efficient Neural Image Compression
N Johnston, E Eban, A Gordon, J Ballé
arXiv preprint arXiv:1912.08771, 2019
782019
Models for static and dynamic texture synthesis in image and video compression
J Balle, A Stojanovic, JR Ohm
IEEE Journal of Selected Topics in Signal Processing 5 (7), 1353-1365, 2011
612011
Neural video compression using GANs for detail synthesis and propagation
F Mentzer, E Agustsson, J Ballé, D Minnen, N Johnston, G Toderici
European Conference on Computer Vision, 2022
57*2022
Scalable model compression by entropy penalized reparameterization
D Oktay, J Ballé, S Singh, A Shrivastava
International Conference on Learning Representations (ICLR) 2020, 2020
522020
Extended texture prediction for H. 264/AVC intra coding
J Ballé, M Wien
ICIP 2007. IEEE International Conference on Image Processing, 2007 6, VI-93 …, 2007
512007
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