High-Fidelity Generative Image Compression

17 June 2020

Papers citing "High-Fidelity Generative Image Compression"

50 / 224 papers shown

Title
Ultra Lowrate Image Compression with Semantic Residual Coding and Compression-aware Diffusion Anle Ke Xu Zhang Tong Chen Ming-Tse Lu Chao Zhou Jiawen Gu Zhan Ma DiffM 30 0 0 13 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 29 0 0 05 May 2025
All-in-One Transferring Image Compression from Human Perception to Multi-Machine Perception Jiancheng Zhao Xiang Ji Zhuoxiao Li Zunian Wan Weihang Ran Mingze Ma Muyao Niu Yifan Zhan Cheng-Ching Tseng Yinqiang Zheng VLM 35 0 0 17 Apr 2025
Universal Representations for Classification-enhanced Lossy Compression Nam Nguyen 26 0 0 12 Apr 2025
Detection Based Part-level Articulated Object Reconstruction from Single RGBD Image Yuki Kawana Tatsuya Harada 43 0 0 04 Apr 2025
You Cannot Feed Two Birds with One Score: the Accuracy-Naturalness Tradeoff in Translation Gergely Flamich David Vilar Jan-Thorsten Peter Markus Freitag 37 0 0 31 Mar 2025
Bitstream Collisions in Neural Image Compression via Adversarial Perturbations Jordan Madden Lhamo Dorje Xiaohua Li AAML 40 0 0 25 Mar 2025
Optimal Neural Compressors for the Rate-Distortion-Perception Tradeoff E. Lei Hamed Hassani Shirin Saeedi Bidokhti 76 2 0 21 Mar 2025
CTSR: Controllable Fidelity-Realness Trade-off Distillation for Real-World Image Super Resolution Runyi Li Bin Chen Jian Andrew Zhang Radu Timofte SupR 55 0 0 18 Mar 2025
SING: Semantic Image Communications using Null-Space and INN-Guided Diffusion Models Jiakang Chen Selim F. Yilmaz Di You P. Dragotti Deniz Gündüz DiffM 54 1 0 16 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 60 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 51 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-Heng Lu 48 1 0 03 Mar 2025
Hierarchical Semantic Compression for Consistent Image Semantic Restoration Shengxi Li Zifu Zhang Mai Xu Lai Jiang Yufan Liu Ce Zhu DiffM 38 0 0 24 Feb 2025
RDEIC: Accelerating Diffusion-Based Extreme Image Compression with Relay Residual Diffusion Zhiyuan Li Yanhui Zhou Hao Wei Chenyang Ge Ajmal Mian DiffM 29 0 0 28 Jan 2025
Lossy Compression with Pretrained Diffusion Models Jeremy Vonderfecht Feng Liu DiffM 97 1 0 20 Jan 2025
Unlocking the Potential of Digital Pathology: Novel Baselines for Compression Maximilian Fischer Peter Neher Peter Schüffler Sebastian Ziegler Shuhan Xiao ... Michael Götz Jens Kleesiek Marco Nolden R. Braren Klaus H. Maier-Hein 78 1 0 17 Dec 2024
OFTSR: One-Step Flow for Image Super-Resolution with Tunable Fidelity-Realism Trade-offs Yuanzhi Zhu R. Wang Shilin Lu Junnan Li Hanshu Yan K. Zhang SupR 81 3 0 12 Dec 2024
Unicorn: Unified Neural Image Compression with One Number Reconstruction Qi Zheng Haozhi Wang Zihao Liu Jiaming Liu Peiye Liu ... YanHeng Lu Dimin Niu Jinjia Zhou Minge Jing Yibo Fan 70 0 0 11 Dec 2024
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 83 4 0 02 Dec 2024
Good, Cheap, and Fast: Overfitted Image Compression with Wasserstein Distortion Jona Ballé Luca Versari Emilien Dupont Hyunjik Kim Matthias Bauer DiffM 91 1 0 30 Nov 2024
Learning Optimal Lattice Vector Quantizers for End-to-end Neural Image Compression Xi Zhang Xiaolin Wu MQ 62 0 0 25 Nov 2024
LMM-driven Semantic Image-Text Coding for Ultra Low-bitrate Learned Image Compression Shimon Murai Heming Sun J. Katto VLM 74 1 0 20 Nov 2024
Exploring adversarial robustness of JPEG AI: methodology, comparison and new methods Egor Kovalev Georgii Bychkov Khaled Abud A. Gushchin Anna Chistyakova Sergey Lavrushkin D. Vatolin Anastasia Antsiferova AAML 63 2 0 18 Nov 2024
Enhancing Learned Image Compression via Cross Window-based Attention Priyanka Mudgal Feng Liu 27 0 0 28 Oct 2024
Conditional Hallucinations for Image Compression Till Aczél Roger Wattenhofer 29 0 0 25 Oct 2024
Toward Scalable Image Feature Compression: A Content-Adaptive and Diffusion-Based Approach Sha Guo Zhuo Chen Yang Zhao Ning Zhang X. Li Lingyu Duan DiffM 51 2 0 08 Oct 2024
COSMIC: Compress Satellite Images Efficiently via Diffusion Compensation Ziyuan Zhang Han Qiu Maosen Zhang Jun Liu Bin Chen Tianwei Zhang Hewu Li DiffM 26 1 0 02 Oct 2024
STanH : Parametric Quantization for Variable Rate Learned Image Compression Alberto Presta Enzo Tartaglione A. Fiandrotti Marco Grangetto MQ 21 1 0 01 Oct 2024
PerCo (SD): Open Perceptual Compression Nikolai Korber Eduard Kromer Andreas Siebert S. Hauke Daniel Mueller-Gritschneder Björn Schuller 24 4 0 30 Sep 2024
All-in-One Image Coding for Joint Human-Machine Vision with Multi-Path Aggregation Xu Zhang Peiyao Guo Ming-Tse Lu Zhan Ma 38 2 0 29 Sep 2024
Effectiveness of learning-based image codecs on fingerprint storage Daniele Mari Saverio Cavasin Simone Milani Mauro Conti 25 0 0 27 Sep 2024
Streaming Neural Images Marcos V. Conde Andy Bigos Radu Timofte 31 0 0 25 Sep 2024
Edge-based Denoising Image Compression Ryugo Morita Hitoshi Nishimura Ko Watanabe Andreas Dengel Jinjia Zhou 32 0 0 17 Sep 2024
A Taxonomy of Miscompressions: Preparing Image Forensics for Neural Compression Nora Hofer Rainer Bohme MedIm 19 3 0 09 Sep 2024
Map-Assisted Remote-Sensing Image Compression at Extremely Low Bitrates Yixuan Ye Ce Wang Wanjie Sun Zhenzhong Chen DiffM 23 0 0 03 Sep 2024
MambaCSR: Dual-Interleaved Scanning for Compressed Image Super-Resolution With SSMs Yulin Ren Xin Li Mengxi Guo Bingchen Li Shijie Zhao Zhibo Chen Mamba 29 6 0 21 Aug 2024
Trustworthy Compression? Impact of AI-based Codecs on Biometrics for Law Enforcement Sandra Bergmann Denise Moussa Christian Riess CVBM 31 0 0 20 Aug 2024
Bi-Level Spatial and Channel-aware Transformer for Learned Image Compression Hamidreza Soltani E. Ghasemi 30 0 0 07 Aug 2024
Latent-INR: A Flexible Framework for Implicit Representations of Videos with Discriminative Semantics Shishira R. Maiya Anubhav Gupta M. Gwilliam Max Ehrlich Abhinav Shrivastava 35 3 1 05 Aug 2024
UCIP: A Universal Framework for Compressed Image Super-Resolution using Dynamic Prompt Xin Li Bingchen Li Yeying Jin Cuiling Lan Hanxin Zhu Yulin Ren Zhibo Chen 46 7 0 18 Jul 2024
High Frequency Matters: Uncertainty Guided Image Compression with Wavelet Diffusion Juan Song Jiaxiang He Mingtao Feng Keyan Wang Yunsong Li DiffM 43 4 0 17 Jul 2024
Rate-Distortion-Cognition Controllable Versatile Neural Image Compression Jinming Liu Ruoyu Feng Yunpeng Qi Qiuyu Chen Zhibo Chen Wenjun Zeng Xin Jin 43 2 0 16 Jul 2024
Rethinking Learned Image Compression: Context is All You Need Jixiang Luo 26 0 0 16 Jul 2024
MoE-DiffIR: Task-customized Diffusion Priors for Universal Compressed Image Restoration Yulin Ren Xin Li Bingchen Li Xingrui Wang Mengxi Guo Shijie Zhao Li Zhang Zhibo Chen DiffM 41 7 0 15 Jul 2024
PSC: Posterior Sampling-Based Compression Noam Elata T. Michaeli Michael Elad DiffM 52 0 0 13 Jul 2024
Neural-based Video Compression on Solar Dynamics Observatory Images Atefeh Khoshkhahtinat Ali Zafari P. Mehta Nasser M. Nasrabadi Barbara J. Thompson M. Kirk D. D. Silva 46 0 0 12 Jul 2024
Coding for Intelligence from the Perspective of Category Wenhan Yang Zixuan Hu Lilang Lin Jiaying Liu Ling-Yu Duan AI4CE 40 1 0 01 Jul 2024
Once-for-All: Controllable Generative Image Compression with Dynamic Granularity Adaption Anqi Li Yuxi Liu H. Bai Feng Li Runmin Cong Meng Wang Yao-Min Zhao 40 1 0 02 Jun 2024
Controlling Rate, Distortion, and Realism: Towards a Single Comprehensive Neural Image Compression Model Shoma Iwai Tomo Miyazaki S. Omachi 47 11 0 27 May 2024