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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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Subjective evaluation of traditional and learning-based image coding methods Zhigao Fang Jiaqi Zhang Lu Yu Yin Zhao 52 0 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 146 39 0 26 Jul 2021
Prb-GAN: A Probabilistic Framework for GAN Modelling Blessen George V. Kurmi Vinay P. Namboodiri GAN 110 0 0 12 Jul 2021
Lossy Compression for Lossless Prediction Yann Dubois Benjamin Bloem-Reddy Karen Ullrich Chris J. Maddison 218 66 0 21 Jun 2021
Reversible Colour Density Compression of Images using cGANs Arunkant A. Jose Abraham Francis GAN 33 1 0 19 Jun 2021
Universal Rate-Distortion-Perception Representations for Lossy Compression George Zhang Jingjing Qian Jun Chen Ashish Khisti 138 78 0 18 Jun 2021
Cascading Modular Network (CAM-Net) for Multimodal Image Synthesis Shichong Peng Alireza Moazeni Ke Li GAN 92 0 0 16 Jun 2021
On the relation between statistical learning and perceptual distances Alexander Hepburn Valero Laparra Raúl Santos-Rodríguez Johannes Ballé Jesús Malo 134 21 0 08 Jun 2021
Principal Bit Analysis: Autoencoding with Schur-Concave Loss Sourbh Bhadane Aaron B. Wagner Jayadev Acharya 79 3 0 05 Jun 2021
On Perceptual Lossy Compression: The Cost of Perceptual Reconstruction and An Optimal Training Framework Zeyu Yan Fei Wen R. Ying Chao Ma Peilin Liu 107 39 0 05 Jun 2021
Hybrid Generative Models for Two-Dimensional Datasets Hoda Shajari Jaemoon Lee Sanjay Ranka Anand Rangarajan MedIm 140 0 0 01 Jun 2021
CBANet: Towards Complexity and Bitrate Adaptive Deep Image Compression using a Single Network Jinyang Guo Dong Xu Guo Lu 83 10 0 26 May 2021
FVC: A New Framework towards Deep Video Compression in Feature Space Zhihao Hu Guo Lu Dong Xu 146 269 0 20 May 2021
Substitutional Neural Image Compression Tianlin Li Wei Jiang Wei Wang Shan Liu Brian Kulis Peter Chin 85 5 0 16 May 2021
ELF-VC: Efficient Learned Flexible-Rate Video Coding Oren Rippel Alexander G. Anderson Kedar Tatwawadi Sanjay Nair Craig Lytle Lubomir D. Bourdev 120 121 0 29 Apr 2021
A coding theorem for the rate-distortion-perception function Lucas Theis Aaron B. Wagner 138 60 0 28 Apr 2021
Mini-batch graphs for robust image classification Arnab Kumar Mondal V. Jain K. Siddiqi OOD 140 7 0 22 Apr 2021
Slimmable Compressive Autoencoders for Practical Neural Image Compression Feiyu Yang Luis Herranz Yongmei Cheng M. Mozerov 92 76 0 29 Mar 2021
Attention-guided Image Compression by Deep Reconstruction of Compressive Sensed Saliency Skeleton Xi Zhang Xiaolin Wu 79 28 0 29 Mar 2021
Checkerboard Context Model for Efficient Learned Image Compression Dailan He Yaoyan Zheng Baochen Sun Yan Wang Hongwei Qin 185 312 0 29 Mar 2021
A Cross Channel Context Model for Latents in Deep Image Compression Changyue Ma Zhao Wang Ru-Ling Liao Yan Ye 77 19 0 04 Mar 2021
Soft Compression for Lossless Image Coding Gangtao Xin Pingyi Fan 82 6 0 11 Dec 2020
How to Exploit the Transferability of Learned Image Compression to Conventional CodecsComputer Vision and Pattern Recognition (CVPR), 2025 Jan P. Klopp Keng-Chi Liu Liang-Gee Chen Shao-Yi Chien 69 18 0 03 Dec 2020
Ultra-low bitrate video conferencing using deep image animation Goluck Konuko G. Valenzise Stéphane Lathuilière 3DH 82 41 0 01 Dec 2020
Low Bandwidth Video-Chat Compression using Deep Generative Models Maxime Oquab Pierre Stock Oran Gafni Daniel Haziza Tao Xu ... Yana Hasson Patrick Labatut Bobo Bose-Kolanu T. Peyronel Camille Couprie 3DH 110 48 0 01 Dec 2020
Causal Contextual Prediction for Learned Image Compression Zongyu Guo Zhizheng Zhang Runsen Feng Zhibo Chen CML 171 153 0 19 Nov 2020
CVEGAN: A Perceptually-inspired GAN for Compressed Video Enhancement Di Ma Fan Zhang David R. Bull GAN 140 23 0 18 Nov 2020
Conceptual Compression via Deep Structure and Texture Synthesis Jianhui Chang Zhenghui Zhao Chuanmin Jia Shiqi Wang Lingbo Yang Qi Mao Jian Zhang Siwei Ma DiffM 74 36 0 10 Nov 2020
Generating Unobserved Alternatives Shichong Peng Ke Li 161 4 0 03 Nov 2020
Enhanced Standard Compatible Image Compression Framework based on Auxiliary Codec Networks Hanbin Son Taeoh Kim Hyeongmin Lee Sangyoun Lee 99 16 0 30 Sep 2020
Learning to Compress Videos without Computing Motion Meixu Chen T. Goodall Anjul Patney A. Bovik 87 11 0 29 Sep 2020
Improving Deep Video Compression by Resolution-adaptive Flow CodingEuropean Conference on Computer Vision (ECCV), 2025 Zhihao Hu Zhenghao Chen Dong Xu Guo Lu Wanli Ouyang S. O. O. ScienceTechnology 148 132 0 13 Sep 2020
Object Detection-Based Variable Quantization Processing Likun Liu Huayi Qi MQ 70 0 0 01 Sep 2020
Lossy Image Compression with Normalizing Flows Leonhard Helminger Abdelaziz Djelouah Markus Gross Christopher Schroers 83 50 0 24 Aug 2020
Fidelity-Controllable Extreme Image Compression with Generative Adversarial NetworksInternational Conference on Pattern Recognition (ICPR), 2022 Shoma Iwai Tomo Miyazaki Yoshihiro Sugaya S. Omachi GAN 97 47 0 24 Aug 2020
Towards Modality Transferable Visual Information Representation with Optimal Model Compression Rongqun Lin Linwei Zhu Shiqi Wang Sam Kwong 92 2 0 13 Aug 2020
Generative Adversarial Networks for Image and Video Synthesis: Algorithms and Applications Xuan Li Xun Huang Jiahui Yu Ting-Chun Wang Arun Mallya GAN 218 163 0 06 Aug 2020
Channel-wise Autoregressive Entropy Models for Learned Image CompressionInternational Conference on Information Photonics (ICIP), 2025 David C. Minnen Saurabh Singh 138 443 0 17 Jul 2020
Channel-Level Variable Quantization Network for Deep Image Compression Zhisheng Zhong Hiroaki Akutsu Kiyoharu Aizawa 51 21 0 15 Jul 2020
Neural Video Coding using Multiscale Motion Compensation and Spatiotemporal Context Model Haojie Liu Ming Lu Zhan Ma Fan Wang Zhihuang Xie Xun Cao Yao Wang 89 89 0 09 Jul 2020
Perceptually Optimizing Deep Image Compression Li-Heng Chen C. Bampis Zhi Li A. Norkin A. Bovik 95 10 0 03 Jul 2020
Modeling Lost Information in Lossy Image Compression Yaolong Wang Mingqing Xiao Yu Xie Shuxin Zheng Tie-Yan Liu 94 24 0 22 Jun 2020
High-Fidelity Generative Image CompressionNeural Information Processing Systems (NeurIPS), 2025 Fabian Mentzer G. Toderici Michael Tschannen E. Agustsson 239 507 0 17 Jun 2020
Universally Quantized Neural CompressionNeural Information Processing Systems (NeurIPS), 2025 E. Agustsson Lucas Theis MQ 188 94 0 17 Jun 2020
What's in the Image? Explorable Decoding of Compressed Images Yuval Bahat T. Michaeli DiffM 79 3 0 16 Jun 2020
Self-Supervised Domain Mismatch Estimation for Autonomous Perception Jonas Löhdefink Justin Fehrling Marvin Klingner Fabian Hüger Peter Schlicht Nico M. Schmidt Tim Fingscheidt 75 16 0 15 Jun 2020
CompressNet: Generative Compression at Extremely Low BitratesIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2025 Shubham Dash Aditya A. Ramesh Vijayakrishna Naganoor S. K. Raman Giridharan Kumaravelu Honglak Lee 97 15 0 14 Jun 2020
JPD-SE: High-Level Semantics for Joint Perception-Distortion Enhancement in Image Compression Shiyu Duan Huaijin Chen Liang Feng 87 6 0 24 May 2020
Invertible Image Rescaling Mingqing Xiao Shuxin Zheng Yu Xie Yaolong Wang Di He Guolin Ke Jiang Bian Zhouchen Lin Tie-Yan Liu SupR 115 257 0 12 May 2020
Comparison of Image Quality Models for Optimization of Image Processing Systems Keyan Ding Kede Ma Shiqi Wang Eero P. Simoncelli VLM 93 17 0 04 May 2020