v1v2v3 (latest)

Generative Adversarial Networks for Extreme Learned Image Compression

9 April 2018

E. Agustsson

Michael Tschannen

Fabian Mentzer

Radu Timofte

Luc Van Gool

GAN

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Papers citing "Generative Adversarial Networks for Extreme Learned Image Compression"

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Title
Scalable Face Image Coding via StyleGAN Prior: Towards Compression for Human-Machine Collaborative Vision Qi Mao Chongyu Wang Meng Wang Shiqi Wang Ruijie Chen Libiao Jin Siwei Ma 75 15 0 25 Dec 2023
The Rate-Distortion-Perception-Classification Tradeoff: Joint Source Coding and Modulation via Inverse-Domain GANs Junli Fang João F. C. Mota Baoshan Lu Weicheng Zhang Xuemin Hong 77 0 0 22 Dec 2023
Data is Overrated: Perceptual Metrics Can Lead Learning in the Absence of Training Data Tashi Namgyal Alexander Hepburn Raúl Santos-Rodríguez Valero Laparra Jesús Malo 90 1 0 06 Dec 2023
Corner-to-Center Long-range Context Model for Efficient Learned Image Compression Yang Sui Ding Ding Xiang Pan Xiaozhong Xu Shan Liu Bo Yuan Zhenzhong Chen 55 6 0 29 Nov 2023
Perceptual Image Compression with Cooperative Cross-Modal Side Information Shiyu Qin Bin Chen Yujun Huang Baoyi An Tao Dai Shu-Tao Xia 89 2 0 23 Nov 2023
On the Computation of the Gaussian Rate-Distortion-Perception Function Giuseppe Serra Photios A. Stavrou Marios Kountouris 67 7 0 15 Nov 2023
Neural-based Compression Scheme for Solar Image Data Ali Zafari Atefeh Khoshkhahtinat Jeremy A. Grajeda P. Mehta Nasser M. Nasrabadi L. Boucheron Barbara J. Thompson M. Kirk D. D. da Silva 57 0 0 06 Nov 2023
Image Compression using only Attention based Neural Networks Natacha Luka Romain Negrel David Picard 76 0 0 17 Oct 2023
Towards image compression with perfect realism at ultra-low bitrates Marlene Careil Matthew Muckley Jakob Verbeek Stéphane Lathuilière DiffM 90 57 0 16 Oct 2023
Language Model Beats Diffusion -- Tokenizer is Key to Visual Generation Lijun Yu José Lezama N. B. Gundavarapu Luca Versari Kihyuk Sohn ... Boqing Gong Ming-Hsuan Yang Irfan Essa David A. Ross Lu Jiang 186 327 0 09 Oct 2023
Wasserstein Distortion: Unifying Fidelity and Realism Yang Qiu Aaron B. Wagner Johannes Ballé Lucas Theis 89 6 0 05 Oct 2023
Finite Scalar Quantization: VQ-VAE Made Simple Fabian Mentzer David C. Minnen E. Agustsson Michael Tschannen 129 190 0 27 Sep 2023
Neural Image Compression Using Masked Sparse Visual Representation Wei Jiang Wei Wang Yuewei Chen 72 7 0 20 Sep 2023
COMPASS: High-Efficiency Deep Image Compression with Arbitrary-scale Spatial Scalability Jongmin Park Jooyoung Lee Munchurl Kim 92 4 0 11 Sep 2023
EGIC: Enhanced Low-Bit-Rate Generative Image Compression Guided by Semantic Segmentation Nikolai Korber Eduard Kromer Andreas Siebert S. Hauke Daniel Mueller-Gritschneder Björn Schuller DiffM VLM 96 5 0 06 Sep 2023
RFD-ECNet: Extreme Underwater Image Compression with Reference to Feature Dictionar Mengyao Li Liquan Shen Peng Ye Guorui Feng Zheyin Wang 112 5 0 17 Aug 2023
Conditional Perceptual Quality Preserving Image Compression Tongda Xu Qian Zhang Yanghao Li Dailan He Zhe Wang Yuanyuan Wang Hongwei Qin Yan Wang Jingjing Liu Ya-Qin Zhang 80 6 0 16 Aug 2023
ECSIC: Epipolar Cross Attention for Stereo Image Compression Matthias Wödlinger J. Kotera M. Keglevic Jan Xu Robert Sablatnig 84 11 0 18 Jul 2023
Extreme Image Compression using Fine-tuned VQGANs Qi Mao Tinghan Yang Yinuo Zhang Zijian Wang Meng Wang Shiqi Wang Siwei Ma 62 13 0 17 Jul 2023
Predictive Coding For Animation-Based Video Compression Goluck Konuko Stéphane Lathuilière G. Valenzise VGen 39 13 0 09 Jul 2023
Text + Sketch: Image Compression at Ultra Low Rates Eric Lei Yiugit Berkay Uslu Hamed Hassani Shirin Saeedi Bidokhti DiffM 92 50 0 04 Jul 2023
GAN-based Image Compression with Improved RDO Process Fanxin Xia Jian Jin Lili Meng Feng Ding Huaxiang Zhang 60 3 0 18 Jun 2023
Exploring Resolution Fields for Scalable Image Compression with Uncertainty Guidance Dongyi Zhang Feng Li Man Liu Runmin Cong Yuxi Liu Ming Wang Yao-Min Zhao 75 8 0 15 Jun 2023
Compression with Bayesian Implicit Neural Representations Zongyu Guo Gergely Flamich Jiajun He Zhibo Chen José Miguel Hernández-Lobato 127 25 0 30 May 2023
On the Choice of Perception Loss Function for Learned Video Compression Sadaf Salehkalaibar Buu Phan Jun Chen Wei Yu Ashish Khisti 113 12 0 30 May 2023
High-Fidelity Image Compression with Score-based Generative Models Emiel Hoogeboom E. Agustsson Fabian Mentzer Luca Versari G. Toderici Lucas Theis DiffM 104 44 0 26 May 2023
Deep Image Compression Using Scene Text Quality Assessment Shohei Uchigasaki Tomo Miyazaki S. Omachi 65 10 0 19 May 2023
HFLIC: Human Friendly Perceptual Learned Image Compression with Reinforced Transform Peirong Ning Wei Jiang Ronggang Wang 86 1 0 12 May 2023
Semantically Structured Image Compression via Irregular Group-Based Decoupling V. Sheoran Yixin Gao Shreyansh Joshi Tanisha R. Bhayani Zhibo Chen 217 14 0 04 May 2023
ProgDTD: Progressive Learned Image Compression with Double-Tail-Drop Training A. Hojjat Janek Haberer Olaf Landsiedel 75 9 0 03 May 2023
Multi-Modality Deep Network for Extreme Learned Image Compression Xuhao Jiang Weimin Tan Tian Tan Bo Yan Liquan Shen 40 18 0 26 Apr 2023
M2T: Masking Transformers Twice for Faster Decoding Fabian Mentzer E. Agustsson Michael Tschannen 77 17 0 14 Apr 2023
Real-time 6K Image Rescaling with Rate-distortion Optimization Chenyang Qi Xin Yang Ka Leong Cheng Ying-Cong Chen Qifeng Chen 95 10 0 03 Apr 2023
LVQAC: Lattice Vector Quantization Coupled with Spatially Adaptive Companding for Efficient Learned Image Compression Xi Zhang Xiaolin Wu MQ 94 24 0 25 Mar 2023
Wireless End-to-End Image Transmission System using Semantic Communications Maheshi Lokumarambage V. Gowrisetty Hossein Rezaei Thushan Sivalingam Nandana Rajatheva Anil Fernando 99 70 0 27 Feb 2023
Dual-layer Image Compression via Adaptive Downsampling and Spatially Varying Upconversion Xi Zhang Xiaolin Wu 72 4 0 13 Feb 2023
Improving Statistical Fidelity for Neural Image Compression with Implicit Local Likelihood Models Matthew Muckley Alaaeldin El-Nouby Karen Ullrich Hervé Jégou Jakob Verbeek 132 55 0 26 Jan 2023
Modality-Agnostic Variational Compression of Implicit Neural Representations Jonathan Richard Schwarz Jihoon Tack Yee Whye Teh Jaeho Lee Jinwoo Shin 86 26 0 23 Jan 2023
A Residual Diffusion Model for High Perceptual Quality Codec Augmentation Noor Fathima Ghouse Jens Petersen Auke Wiggers Tianlin Xu Guillaume Sautière DiffM 111 22 0 13 Jan 2023
Multi-Realism Image Compression with a Conditional Generator E. Agustsson David C. Minnen G. Toderici Fabian Mentzer 101 75 0 28 Dec 2022
Semantics-Empowered Communication: A Tutorial-cum-Survey Zhilin Lu Rongpeng Li Kun Lu Xianfu Chen Ekram Hossain Zhifeng Zhao Honggang Zhang 128 19 0 16 Dec 2022
Image Compression with Product Quantized Masked Image Modeling Alaaeldin El-Nouby Matthew Muckley Karen Ullrich Ivan Laptev Jakob Verbeek Hervé Jégou MQ 82 31 0 14 Dec 2022
GLeaD: Improving GANs with A Generator-Leading Task Qingyan Bai Ceyuan Yang Yinghao Xu Xihui Liu Yujiu Yang Yujun Shen GAN 82 9 0 07 Dec 2022
CHIMLE: Conditional Hierarchical IMLE for Multimodal Conditional Image Synthesis Shichong Peng Alireza Moazeni Ke Li DiffM 104 2 0 25 Nov 2022
Generative Joint Source-Channel Coding for Semantic Image Transmission Ece Naz Erdemir Tze-Yang Tung Pier Luigi Dragotti Deniz Gunduz GAN 118 87 0 24 Nov 2022
Extreme Generative Image Compression by Learning Text Embedding from Diffusion Models Zhihong Pan Xiaoxia Zhou Hao Tian DiffM 80 23 0 14 Nov 2022
Toward Adaptive Semantic Communications: Efficient Data Transmission via Online Learned Nonlinear Transform Source-Channel Coding Jincheng Dai Sixian Wang Ke Yang Kailin Tan Xiaoqi Qin Zhongwei Si K. Niu Ping Zhang 82 25 0 08 Nov 2022
Invertible Rescaling Network and Its Extensions Mingqing Xiao Shuxin Zheng Chang-Shu Liu Zhouchen Lin Tie-Yan Liu 73 28 0 09 Oct 2022
Flexible Neural Image Compression via Code Editing Chenjian Gao Tongda Xu Dailan He Hongwei Qin Yan Wang 77 24 0 19 Sep 2022
Lossy Image Compression with Conditional Diffusion Models Ruihan Yang Stephan Mandt DiffM 96 137 0 14 Sep 2022