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
UniMIC: Token-Based Multimodal Interactive Coding for Human-AI Collaboration Qi Mao Tinghan Yang Jiahao Li Bin Li Libiao Jin Yan Lu 8 0 0 26 Sep 2025
Revisiting MLLM Token Technology through the Lens of Classical Visual Coding Jinming Liu Junyan Lin Yuntao Wei Kele Shao Keda Tao Jianguo Huang Xudong Yang Zhibo Chen Huan Wang Xin Jin MLLM 33 1 0 19 Aug 2025
Steering One-Step Diffusion Model with Fidelity-Rich Decoder for Fast Image Compression Z. Chen Mingde Zhou Jinpei Guo Jiale Yuan Yifei Ji Yulun Zhang DiffM 24 0 0 07 Aug 2025
Single-step Diffusion for Image Compression at Ultra-Low Bitrates Chanung Park J. Lee Jong Hwan Ko DiffM 78 0 0 19 Jun 2025
Fast Training-free Perceptual Image Compression Ziran Zhu Tongda Xu Minye Huang Dailan He Xingtong Ge Xinjie Zhang Ling-Ling Li Yan Wang DiffM 96 0 0 19 Jun 2025
Synonymous Variational Inference for Perceptual Image Compression Zijian Liang K. Niu Changshuo Wang Jin Xu Ping Zhang 81 2 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 107 0 0 27 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 188 1 0 22 May 2025
One-Step Diffusion-Based Image Compression with Semantic Distillation Naifu Xue Zhaoyang Jia Jiahao Li Bin Li Yuan Zhang Yan Lu DiffM 163 1 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 97 0 0 05 May 2025
Human Aligned Compression for Robust Models Samuel Räber Andreas Plesner Till Aczél Roger Wattenhofer AAML 176 1 0 16 Apr 2025
Universal Representations for Classification-enhanced Lossy Compression Nam Nguyen 138 0 0 12 Apr 2025
Optimal Neural Compressors for the Rate-Distortion-Perception Tradeoff Eric Lei Hamed Hassani Shirin Saeedi Bidokhti 188 3 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 154 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 157 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 151 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 290 1 0 10 Feb 2025
All-in-One Image Compression and Restoration Huimin Zeng Jiacheng Li Ziqiang Zheng Zhiwei Xiong 198 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 191 9 0 02 Dec 2024
Learning Optimal Lattice Vector Quantizers for End-to-end Neural Image Compression Xi Zhang Xiaolin Wu MQ 188 2 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 87 2 0 16 Nov 2024
Conditional Hallucinations for Image Compression Till Aczél Roger Wattenhofer 120 1 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 131 1 0 03 Oct 2024
STanH : Parametric Quantization for Variable Rate Learned Image Compression Alberto Presta Enzo Tartaglione Attilio Fiandrotti Marco Grangetto MQ 169 2 0 01 Oct 2024
PerCo (SD): Open Perceptual Compression Nikolai Korber Eduard Kromer Andreas Siebert S. Hauke Daniel Mueller-Gritschneder Björn Schuller 102 8 0 30 Sep 2024
Edge-based Denoising Image Compression Ryugo Morita Hitoshi Nishimura Ko Watanabe Andreas Dengel Jinjia Zhou 105 0 0 17 Sep 2024
Map-Assisted Remote-Sensing Image Compression at Extremely Low Bitrates Yixuan Ye Ce Wang Wanjie Sun Zhenzhong Chen DiffM 99 2 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 82 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 150 6 0 16 Jul 2024
Rethinking Learned Image Compression: Context is All You Need Jixiang Luo 121 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 244 6 0 02 Jun 2024
Extreme Compression of Adaptive Neural Images Leo Hoshikawa Marcos V. Conde Takeshi Ohashi Atsushi Irie 170 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 138 5 0 23 May 2024
HILCodec: High Fidelity and Lightweight Neural Audio Codec S. Ahn Beom Jun Woo Mingrui Han Chanyeong Moon Nam Soo Kim 94 10 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 112 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 159 25 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 165 8 0 27 Apr 2024
Compressible and Searchable: AI-native Multi-Modal Retrieval System with Learned Image Compression Jixiang Luo 89 1 0 16 Apr 2024
PNeRV: Enhancing Spatial Consistency via Pyramidal Neural Representation for Videos Qi Zhao M. Salman Asif Zhan Ma 90 6 0 13 Apr 2024
Correcting Diffusion-Based Perceptual Image Compression with Privileged End-to-End Decoder Yiyang Ma Wenhan Yang Jiaying Liu DiffM 143 6 0 07 Apr 2024
The Rate-Distortion-Perception Trade-off: The Role of Private Randomness Yassine Hamdi Aaron B. Wagner Deniz Gündüz 90 15 0 01 Apr 2024
Low-Latency Neural Stereo Streaming Qiqi Hou Farzad Farhadzadeh Amir Said Guillaume Sautière Hoang Le 83 3 0 26 Mar 2024
Super-High-Fidelity Image Compression via Hierarchical-ROI and Adaptive Quantization Jixiang Luo Yan Wang Hongwei Qin DiffM 190 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 95 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 101 6 0 06 Mar 2024
Enhancing the Rate-Distortion-Perception Flexibility of Learned Image Codecs with Conditional Diffusion Decoders Daniele Mari Simone Milani DiffM 80 1 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 95 3 0 29 Feb 2024
Traditional Transformation Theory Guided Model for Learned Image Compression Zhiyuan Li Chenyang Ge Shun Li 92 0 0 24 Feb 2024
Generative Visual Compression: A Review Bo Chen Shanzhi Yin Peilin Chen Shiqi Wang Yan Ye 104 13 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 72 1 0 25 Jan 2024