Learned Video Compression

16 November 2018

Alexander G. Anderson

Lubomir D. Bourdev

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Papers citing "Learned Video Compression"

27 / 27 papers shown

Title
Bi-Directional Deep Contextual Video Compression Xihua Sheng L. Li Dong Liu Shiqi Wang 76 4 0 16 Aug 2024
Prediction and Reference Quality Adaptation for Learned Video Compression Xihua Sheng Li Li Dong Liu Houqiang Li 66 2 0 20 Jun 2024
Promptus: Can Prompts Streaming Replace Video Streaming with Stable Diffusion Jiangkai Wu Liming Liu Yunpeng Tan Junlin Hao Zongming Guo 86 2 0 30 May 2024
Joint Autoregressive and Hierarchical Priors for Learned Image Compression David C. Minnen Johannes Ballé G. Toderici 67 1,269 0 08 Sep 2018
Video Compression through Image Interpolation Chao-Yuan Wu Nayan Singhal Philipp Krahenbuhl VGen 80 321 0 18 Apr 2018
Generative Adversarial Networks for Extreme Learned Image Compression E. Agustsson Michael Tschannen Fabian Mentzer Radu Timofte Luc Van Gool GAN 63 558 0 09 Apr 2018
Multi-Frame Quality Enhancement for Compressed Video Ren Yang Mai Xu Zulin Wang Tianyi Li 55 204 0 13 Mar 2018
Autoencoder based image compression: can the learning be quantization independent? Thierry Dumas A. Roumy C. Guillemot OOD SSL MQ 46 57 0 23 Feb 2018
Conditional Probability Models for Deep Image Compression Fabian Mentzer E. Agustsson Michael Tschannen Radu Timofte Luc Van Gool 67 487 0 12 Jan 2018
Dual Path Networks Yunpeng Chen Jianan Li Huaxin Xiao Xiaojie Jin Shuicheng Yan Jiashi Feng 87 829 0 06 Jul 2017
Real-Time Adaptive Image Compression Oren Rippel Lubomir D. Bourdev 49 561 0 16 May 2017
Soft-to-Hard Vector Quantization for End-to-End Learning Compressible Representations E. Agustsson Fabian Mentzer Michael Tschannen Lukas Cavigelli Radu Timofte Luca Benini Luc Van Gool MQ 66 482 0 03 Apr 2017
Learning Convolutional Networks for Content-weighted Image Compression Mu Li W. Zuo Shuhang Gu Debin Zhao David C. Zhang 76 399 0 30 Mar 2017
Improved Lossy Image Compression with Priming and Spatially Adaptive Bit Rates for Recurrent Networks Nick Johnston Damien Vincent David C. Minnen Michele Covell Saurabh Singh Troy T. Chinen S. Hwang Joel Shor G. Toderici 43 373 0 29 Mar 2017
Lossy Image Compression with Compressive Autoencoders Lucas Theis Wenzhe Shi Andrew Cunningham Ferenc Huszár 62 1,054 0 01 Mar 2017
FlowNet 2.0: Evolution of Optical Flow Estimation with Deep Networks Eddy Ilg N. Mayer Tonmoy Saikia Margret Keuper Alexey Dosovitskiy Thomas Brox 3DPC 232 3,077 0 06 Dec 2016
CAS-CNN: A Deep Convolutional Neural Network for Image Compression Artifact Suppression Lukas Cavigelli P. Hager Luca Benini 56 196 0 22 Nov 2016
End-to-end Optimized Image Compression Johannes Ballé Valero Laparra Eero P. Simoncelli DRL 77 1,705 0 05 Nov 2016
Full Resolution Image Compression with Recurrent Neural Networks G. Toderici Damien Vincent Nick Johnston S. Hwang David C. Minnen Joel Shor Michele Covell GAN 51 828 0 18 Aug 2016
End-to-end optimization of nonlinear transform codes for perceptual quality Johannes Ballé Valero Laparra Eero P. Simoncelli 95 244 0 18 Jul 2016
Towards Conceptual Compression Karol Gregor F. Besse Danilo Jimenez Rezende Ivo Danihelka Daan Wierstra DRL OCL SSL BDL 64 248 0 29 Apr 2016
Autoencoding beyond pixels using a learned similarity metric Anders Boesen Lindbo Larsen Søren Kaae Sønderby Hugo Larochelle Ole Winther GAN 163 2,066 0 31 Dec 2015
Variable Rate Image Compression with Recurrent Neural Networks G. Toderici Sean M. O'Malley S. Hwang Damien Vincent David C. Minnen S. Baluja Michele Covell Rahul Sukthankar 69 671 0 19 Nov 2015
Deep multi-scale video prediction beyond mean square error Michaël Mathieu Camille Couprie Yann LeCun GAN 122 1,882 0 17 Nov 2015
FlowNet: Learning Optical Flow with Convolutional Networks Philipp Fischer Alexey Dosovitskiy Eddy Ilg Philip Häusser C. Hazirbas Vladimir Golkov Patrick van der Smagt Daniel Cremers Thomas Brox 3DPC 294 4,171 0 26 Apr 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 1.5K 149,842 0 22 Dec 2014
Learning Representations by Maximizing Compression Karol Gregor Yann LeCun SSL 162 17 0 04 Aug 2011