Channel-wise Autoregressive Entropy Models for Learned Image Compression

17 July 2020

Papers citing "Channel-wise Autoregressive Entropy Models for Learned Image Compression"

30 / 80 papers shown

Title
Streaming-capable High-performance Architecture of Learned Image Compression Codecs Fang-Ju Lin Heming Sun J. Katto 14 1 0 02 Aug 2022
Optimizing Image Compression via Joint Learning with Denoising Ka Leong Cheng Yueqi Xie Qifeng Chen 65 15 0 22 Jul 2022
Beyond Transmitting Bits: Context, Semantics, and Task-Oriented Communications Deniz Gunduz Zhijin Qin Iñaki Estella Aguerri Harpreet S. Dhillon Zhaohui Yang Aylin Yener Kai‐Kit Wong C. Chae 27 433 0 19 Jul 2022
Image Coding for Machines with Omnipotent Feature Learning Ruoyu Feng Xin Jin Zongyu Guo Runsen Feng Yixin Gao Tianyu He Zhizheng Zhang Simeng Sun Zhibo Chen VLM 37 36 0 05 Jul 2022
Flexible-Rate Learned Hierarchical Bi-Directional Video Compression With Motion Refinement and Frame-Level Bit Allocation Eren Cetin M. Yilmaz A. Murat Tekalp 141 13 0 27 Jun 2022
Coarse-to-fine Deep Video Coding with Hyperprior-guided Mode Prediction Zhihao Hu Guo Lu Jinyang Guo Shan Liu Wei Jiang Dong Xu 25 93 0 15 Jun 2022
ELIC: Efficient Learned Image Compression with Unevenly Grouped Space-Channel Contextual Adaptive Coding Dailan He Zi Yang Weikun Peng Rui Ma Hongwei Qin Yan Wang 36 318 0 21 Mar 2022
Contextformer: A Transformer with Spatio-Channel Attention for Context Modeling in Learned Image Compression A. B. Koyuncu Han Gao Atanas Boev Georgii Gaikov Elena Alshina Eckehard Steinbach ViT 39 68 0 04 Mar 2022
Post-Training Quantization for Cross-Platform Learned Image Compression Dailan He Zi Yang Yuan-Hsin Chen Qi Zhang Hongwei Qin Yan Wang MQ 45 13 0 15 Feb 2022
Learning-Driven Lossy Image Compression; A Comprehensive Survey Sonain Jamil Md. Jalil Piran Muhibur Rahman 29 36 0 23 Jan 2022
End-to-End Rate-Distortion Optimized Learned Hierarchical Bi-Directional Video Compression M. Yilmaz A. Murat Tekalp 21 49 0 17 Dec 2021
Joint Global and Local Hierarchical Priors for Learned Image Compression Jun-Hyuk Kim Byeongho Heo Jong-Seok Lee 39 82 0 08 Dec 2021
Towards Empirical Sandwich Bounds on the Rate-Distortion Function Yibo Yang Stephan Mandt 30 24 0 23 Nov 2021
End-to-end optimized image compression with competition of prior distributions Benoit Brummer Christophe De Vleeschouwer 25 4 0 17 Nov 2021
Variable-Rate Deep Image Compression through Spatially-Adaptive Feature Transform Myung-Sin Song Jinyoung Choi Bohyung Han 31 90 0 21 Aug 2021
Supervised Compression for Resource-Constrained Edge Computing Systems Yoshitomo Matsubara Ruihan Yang Marco Levorato Stephan Mandt 19 57 0 21 Aug 2021
Enhanced Invertible Encoding for Learned Image Compression Yueqi Xie Ka Leong Cheng Qifeng Chen 46 189 0 08 Aug 2021
Insights from Generative Modeling for Neural Video Compression Ruihan Yang Yibo Yang Joseph Marino Stephan Mandt VGen 35 16 0 28 Jul 2021
Neural Video Compression using GANs for Detail Synthesis and Propagation Fabian Mentzer E. Agustsson Johannes Ballé David C. Minnen Nick Johnston G. Toderici GAN 18 37 0 26 Jul 2021
Self-Organized Variational Autoencoders (Self-VAE) for Learned Image Compression M. Yilmaz Onur Keleş Hilal Güven A. Murat Tekalp Junaid Malik S. Kiranyaz DRL 19 15 0 25 May 2021
Extending Neural P-frame Codecs for B-frame Coding Reza Pourreza Taco S. Cohen 46 48 0 30 Mar 2021
Slimmable Compressive Autoencoders for Practical Neural Image Compression Feiyu Yang Luis Herranz Yongmei Cheng M. Mozerov 31 65 0 29 Mar 2021
Checkerboard Context Model for Efficient Learned Image Compression Dailan He Yaoyan Zheng Baochen Sun Yan Wang Hongwei Qin 35 278 0 29 Mar 2021
Hierarchical Autoregressive Modeling for Neural Video Compression Ruihan Yang Yibo Yang Joseph Marino Stephan Mandt BDL VGen 112 46 0 19 Oct 2020
Compressing Images by Encoding Their Latent Representations with Relative Entropy Coding Gergely Flamich Marton Havasi José Miguel Hernández-Lobato 19 59 0 02 Oct 2020
Bandwidth-Agile Image Transmission with Deep Joint Source-Channel Coding David Burth Kurka Deniz Gündüz 8 120 0 26 Sep 2020
High-Fidelity Generative Image Compression Fabian Mentzer G. Toderici Michael Tschannen E. Agustsson 57 461 0 17 Jun 2020
Lossy Compression with Distortion Constrained Optimization T. V. Rozendaal Guillaume Sautière Taco S. Cohen 31 13 0 08 May 2020
Feedback Recurrent Autoencoder for Video Compression Adam Goliñski Reza Pourreza Yang Yang Guillaume Sautière Taco S. Cohen VGen 41 48 0 09 Apr 2020
End-to-end optimization of nonlinear transform codes for perceptual quality Johannes Ballé Valero Laparra Eero P. Simoncelli 72 244 0 18 Jul 2016