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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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Title
Fast Training-free Perceptual Image Compression Ziran Zhu Tongda Xu Minye Huang Dailan He Xingtong Ge Xinjie Zhang Ling-Ling Li Yan Wang DiffM 22 0 0 19 Jun 2025
DiffO: Single-step Diffusion for Image Compression at Ultra-Low Bitrates Chanung Park J. Lee Jong Hwan Ko DiffM 24 0 0 19 Jun 2025
Synonymous Variational Inference for Perceptual Image Compression Zijian Liang K. Niu Changshuo Wang Jin Xu Ping Zhang 43 1 0 28 May 2025
Generative Image Compression by Estimating Gradients of the Rate-variable Feature Distribution Minghao Han Weiyi You Jinhua Zhang Leheng Zhang Ce Zhu Shuhang Gu DiffM 57 0 0 27 May 2025
One-Step Diffusion-Based Image Compression with Semantic Distillation Naifu Xue Zhaoyang Jia Jiahao Li Bin Li Yuan Zhang Yan Lu DiffM 124 0 0 22 May 2025
Generative Latent Coding for Ultra-Low Bitrate Image and Video Compression Linfeng Qi Zhaoyang Jia Jiahao Li Bin Li Houqiang Li Yan Lu 94 0 0 22 May 2025
Gone With the Bits: Revealing Racial Bias in Low-Rate Neural Compression for Facial Images Tian Qiu Arjun Nichani Rasta Tadayontahmasebi Haewon Jeong 73 0 0 05 May 2025
Human Aligned Compression for Robust Models Samuel Räber Andreas Plesner Till Aczél Roger Wattenhofer AAML 121 0 0 16 Apr 2025
Universal Representations for Classification-enhanced Lossy Compression Nam Nguyen 130 0 0 12 Apr 2025
Optimal Neural Compressors for the Rate-Distortion-Perception Tradeoff Eric Lei Hamed Hassani Shirin Saeedi Bidokhti 160 2 0 21 Mar 2025
Leveraging Diffusion Knowledge for Generative Image Compression with Fractal Frequency-Aware Band Learning Lingyu Zhu Xiangrui Zeng Bolin Chen Peilin Chen Yung-Hui Li Shiqi Wang DiffM 115 0 0 14 Mar 2025
PerCoV2: Improved Ultra-Low Bit-Rate Perceptual Image Compression with Implicit Hierarchical Masked Image Modeling Nikolai Korber Eduard Kromer Andreas Siebert S. Hauke Daniel Mueller-Gritschneder Björn Schuller 94 0 0 12 Mar 2025
DLF: Extreme Image Compression with Dual-generative Latent Fusion Naifu Xue Zhaoyang Jia Jiahao Li Bin Li Yuan Zhang Yan Lu 113 2 0 03 Mar 2025
CANeRV: Content Adaptive Neural Representation for Video Compression Lv Tang Jun Zhu Xinfeng Zhang Li Zhang Siwei Ma Qingming Huang 222 1 0 10 Feb 2025
All-in-One Image Compression and Restoration Huimin Zeng Jiacheng Li Ziqiang Zheng Zhiwei Xiong 150 1 0 05 Feb 2025
Robust and Transferable Backdoor Attacks Against Deep Image Compression With Selective Frequency Prior Yi Yu Yufei Wang Wenhan Yang Lanqing Guo Shijian Lu Ling-yu Duan Yap-Peng Tan Alex C. Kot AAML 147 9 0 02 Dec 2024
Learning Optimal Lattice Vector Quantizers for End-to-end Neural Image Compression Xi Zhang Xiaolin Wu MQ 130 0 0 25 Nov 2024
Deep Learning-Based Image Compression for Wireless Communications: Impacts on Reliability,Throughput, and Latency Mostafa Naseri Pooya Ashtari Mohamed Seif E. De Poorter H. Poor A. Shahid 71 1 0 16 Nov 2024
Conditional Hallucinations for Image Compression Till Aczél Roger Wattenhofer 84 0 0 25 Oct 2024
RDEIC: Accelerating Diffusion-Based Extreme Image Compression with Relay Residual Diffusion Zhiyuan Li Yanhui Zhou Hao Wei Chenyang Ge Ajmal Mian DiffM 102 0 0 03 Oct 2024
STanH : Parametric Quantization for Variable Rate Learned Image Compression Alberto Presta Enzo Tartaglione Attilio Fiandrotti Marco Grangetto MQ 126 1 0 01 Oct 2024
PerCo (SD): Open Perceptual Compression Nikolai Korber Eduard Kromer Andreas Siebert S. Hauke Daniel Mueller-Gritschneder Björn Schuller 83 5 0 30 Sep 2024
Edge-based Denoising Image Compression Ryugo Morita Hitoshi Nishimura Ko Watanabe Andreas Dengel Jinjia Zhou 88 0 0 17 Sep 2024
Map-Assisted Remote-Sensing Image Compression at Extremely Low Bitrates Yixuan Ye Ce Wang Wanjie Sun Zhenzhong Chen DiffM 65 0 0 03 Sep 2024
Learned HDR Image Compression for Perceptually Optimal Storage and Display Peibei Cao Haoyu Chen Jingzhe Ma Yu-Chieh Yuan Zhiyong Xie Xin Xie Haiqing Bai Kede Ma 60 2 0 18 Jul 2024
Rate-Distortion-Cognition Controllable Versatile Neural Image Compression Jinming Liu Ruoyu Feng Yunpeng Qi Qiuyu Chen Zhibo Chen Wenjun Zeng Xin Jin 109 2 0 16 Jul 2024
Rethinking Learned Image Compression: Context is All You Need Jixiang Luo 97 0 0 16 Jul 2024
Once-for-All: Controllable Generative Image Compression with Dynamic Granularity Adaptation Anqi Li Feng Li Yuxi Liu Feng Li Yao Zhao H. Bai 99 4 0 02 Jun 2024
Extreme Compression of Adaptive Neural Images Leo Hoshikawa Marcos V. Conde Takeshi Ohashi Atsushi Irie 102 1 0 27 May 2024
Survey on Visual Signal Coding and Processing with Generative Models: Technologies, Standards and Optimization Zhibo Chen Heming Sun Li Zhang Fan Zhang 118 3 0 23 May 2024
HILCodec: High Fidelity and Lightweight Neural Audio Codec S. Ahn Beom Jun Woo Mingrui Han Chanyeong Moon Nam Soo Kim 53 9 0 08 May 2024
Neural Graphics Texture Compression Supporting Random Acces Farzad Farhadzadeh Qiqi Hou Hoang Le Amir Said Randall Rauwendaal Alex Bourd Fatih Porikli 72 1 0 06 May 2024
Towards Extreme Image Compression with Latent Feature Guidance and Diffusion Prior Zhiyuan Li Yanhui Zhou Hao Wei Chenyang Ge Jingwen Jiang DiffM 100 15 0 29 Apr 2024
Diffusion-Aided Joint Source Channel Coding For High Realism Wireless Image Transmission Mingyu Yang Bowen Liu Boyang Wang Hun-Seok Kim DiffM 119 6 0 27 Apr 2024
Compressible and Searchable: AI-native Multi-Modal Retrieval System with Learned Image Compression Jixiang Luo 69 1 0 16 Apr 2024
PNeRV: Enhancing Spatial Consistency via Pyramidal Neural Representation for Videos Qi Zhao M. Salman Asif Zhan Ma 70 4 0 13 Apr 2024
Correcting Diffusion-Based Perceptual Image Compression with Privileged End-to-End Decoder Yiyang Ma Wenhan Yang Jiaying Liu DiffM 115 5 0 07 Apr 2024
The Rate-Distortion-Perception Trade-off: The Role of Private Randomness Yassine Hamdi Aaron B. Wagner Deniz Gündüz 76 10 0 01 Apr 2024
Low-Latency Neural Stereo Streaming Qiqi Hou Farzad Farhadzadeh Amir Said Guillaume Sautière Hoang Le 70 2 0 26 Mar 2024
Super-High-Fidelity Image Compression via Hierarchical-ROI and Adaptive Quantization Jixiang Luo Yan Wang Hongwei Qin DiffM 96 3 0 19 Mar 2024
Wavelet-Like Transform-Based Technology in Response to the Call for Proposals on Neural Network-Based Image Coding Cunhui Dong Haichuan Ma Haotian Zhang Changsheng Gao Li Li Dong Liu 75 5 0 09 Mar 2024
Unifying Generation and Compression: Ultra-low bitrate Image Coding Via Multi-stage Transformer Naifu Xue Qi Mao Zijian Wang Yuan Zhang Siwei Ma 77 6 0 06 Mar 2024
Enhancing the Rate-Distortion-Perception Flexibility of Learned Image Codecs with Conditional Diffusion Decoders Daniele Mari Simone Milani DiffM 68 0 0 05 Mar 2024
Deep Network for Image Compressed Sensing Coding Using Local Structural Sampling Wenxue Cui Xingtao Wang Xiaopeng Fan Shaohui Liu Xinwei Gao Debin Zhao 69 2 0 29 Feb 2024
Traditional Transformation Theory Guided Model for Learned Image Compression Zhiyuan Li Chenyang Ge Shun Li 64 0 0 24 Feb 2024
Generative Visual Compression: A Review Bo Chen Shanzhi Yin Peilin Chen Shiqi Wang Yan Ye 80 10 0 03 Feb 2024
Semantic Ensemble Loss and Latent Refinement for High-Fidelity Neural Image Compression Daxin Li Yuanchao Bai Kai Wang Junjun Jiang Xianming Liu 56 1 0 25 Jan 2024
Rate-Distortion-Perception Tradeoff Based on the Conditional-Distribution Perception Measure Sadaf Salehkalaibar Jun Chen Ashish Khisti Wei Yu 134 12 0 22 Jan 2024
TLIC: Learned Image Compression with ROI-Weighted Distortion and Bit Allocation Wei Jiang Yongqi Zhai Hangyu Li Ronggang Wang 96 0 0 16 Jan 2024
Deep Learning in Physical Layer: Review on Data Driven End-to-End Communication Systems and their Enabling Semantic Applications Nazmul Islam Seokjoo Shin AI4CE 106 6 0 08 Jan 2024