Full Resolution Image Compression with Recurrent Neural Networks

Full Resolution Image Compression with Recurrent Neural Networks

18 August 2016

David C. Minnen

Papers citing "Full Resolution Image Compression with Recurrent Neural Networks"

16 / 16 papers shown

Title
Conditional Latent Coding with Learnable Synthesized Reference for Deep Image Compression Siqi Wu Yinda Chen Dong Liu Zhihai He 124 0 0 14 Feb 2025
Efficient Progressive Image Compression with Variance-aware Masking Alberto Presta Enzo Tartaglione Attilio Fiandrotti Marco Grangetto Pamela Cosman 118 0 0 15 Nov 2024
Enhancing Learned Image Compression via Cross Window-based Attention Priyanka Mudgal Feng Liu 67 0 0 28 Oct 2024
Semantic Perceptual Image Compression using Deep Convolution Networks Aaditya (Adi) Prakash N. Moran Solomon Garber Antonella DiLillo J. Storer 99 82 0 27 Dec 2016
End-to-end optimization of nonlinear transform codes for perceptual quality Johannes Ballé Valero Laparra Eero P. Simoncelli 115 244 0 18 Jul 2016
Higher Order Recurrent Neural Networks Rohollah Soltani Hui Jiang 44 59 0 30 Apr 2016
Towards Conceptual Compression Karol Gregor F. Besse Danilo Jimenez Rezende Ivo Danihelka Daan Wierstra DRL OCL SSL BDL 68 248 0 29 Apr 2016
Associative Long Short-Term Memory Ivo Danihelka Greg Wayne Benigno Uria Nal Kalchbrenner Alex Graves 63 178 0 09 Feb 2016
Pixel Recurrent Neural Networks Aaron van den Oord Nal Kalchbrenner Koray Kavukcuoglu SSeg GAN 477 2,570 0 25 Jan 2016
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 2.2K 194,020 0 10 Dec 2015
Fast and Accurate Deep Network Learning by Exponential Linear Units (ELUs) Djork-Arné Clevert Thomas Unterthiner Sepp Hochreiter 300 5,524 0 23 Nov 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 75 671 0 19 Nov 2015
Highway Networks R. Srivastava Klaus Greff Jürgen Schmidhuber 181 1,771 0 03 May 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 1.8K 150,115 0 22 Dec 2014
Empirical Evaluation of Gated Recurrent Neural Networks on Sequence Modeling Junyoung Chung Çağlar Gülçehre Kyunghyun Cho Yoshua Bengio 588 12,713 0 11 Dec 2014
Recurrent Neural Network Regularization Wojciech Zaremba Ilya Sutskever Oriol Vinyals ODL 137 2,776 0 08 Sep 2014