High-Fidelity Image Compression with Score-based Generative Models

26 May 2023

Papers citing "High-Fidelity Image Compression with Score-based Generative Models"

23 / 23 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 20 0 0 13 May 2025
Why Compress What You Can Generate? When GPT-4o Generation Ushers in Image Compression Fields Yixin Gao Xiaohan Pan X. Li Zhibo Chen 51 0 0 30 Apr 2025
Detection Based Part-level Articulated Object Reconstruction from Single RGBD Image Yuki Kawana Tatsuya Harada 38 2 0 04 Apr 2025
Flow to the Mode: Mode-Seeking Diffusion Autoencoders for State-of-the-Art Image Tokenization Kyle Sargent Kyle Hsu Justin Johnson L. Fei-Fei Jiajun Wu DiffM MU 53 2 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
Progressive Compression with Universally Quantized Diffusion Models Yibo Yang Justus C. Will Stephan Mandt DiffM 67 2 0 14 Dec 2024
LMM-driven Semantic Image-Text Coding for Ultra Low-bitrate Learned Image Compression Shimon Murai Heming Sun J. Katto VLM 69 1 0 20 Nov 2024
COSMIC: Compress Satellite Images Efficiently via Diffusion Compensation Ziyuan Zhang Han Qiu Maosen Zhang Jun Liu Bin Chen Tianwei Zhang Hewu Li DiffM 16 1 0 02 Oct 2024
Trustworthy Compression? Impact of AI-based Codecs on Biometrics for Law Enforcement Sandra Bergmann Denise Moussa Christian Riess CVBM 24 0 0 20 Aug 2024
High Frequency Matters: Uncertainty Guided Image Compression with Wavelet Diffusion Juan Song Jiaxiang He Mingtao Feng Keyan Wang Yunsong Li DiffM 41 4 0 17 Jul 2024
PSC: Posterior Sampling-Based Compression Noam Elata T. Michaeli Michael Elad DiffM 41 0 0 13 Jul 2024
Controlling Rate, Distortion, and Realism: Towards a Single Comprehensive Neural Image Compression Model Shoma Iwai Tomo Miyazaki S. Omachi 32 11 0 27 May 2024
Extreme Compression of Adaptive Neural Images Leo Hoshikawa Marcos V. Conde Takeshi Ohashi Atsushi Irie 19 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 38 3 0 23 May 2024
Neural Image Compression with Text-guided Encoding for both Pixel-level and Perceptual Fidelity Hagyeong Lee Minkyu Kim Jun-Hyuk Kim Seungeon Kim Dokwan Oh Jaeho Lee DiffM 29 4 0 05 Mar 2024
Extreme Video Compression with Pre-trained Diffusion Models Bohan Li Yiming Liu Xueyan Niu Bo Bai Lei Deng Deniz Gündüz DiffM VGen 8 3 0 14 Feb 2024
Idempotence and Perceptual Image Compression Tongda Xu Ziran Zhu Dailan He Yanghao Li Lina Guo ... Zhe Wang Hongwei Qin Yan Wang Jingjing Liu Ya-Qin Zhang 36 14 0 17 Jan 2024
Towards image compression with perfect realism at ultra-low bitrates Marlene Careil Matthew Muckley Jakob Verbeek Stéphane Lathuilière DiffM 8 43 0 16 Oct 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 12 4 0 06 Sep 2023
DORSal: Diffusion for Object-centric Representations of Scenes et al Allan Jabri Sjoerd van Steenkiste Emiel Hoogeboom Mehdi S. M. Sajjadi Thomas Kipf 19 17 0 13 Jun 2023
Palette: Image-to-Image Diffusion Models Chitwan Saharia William Chan Huiwen Chang Chris A. Lee Jonathan Ho Tim Salimans David J. Fleet Mohammad Norouzi DiffM VLM 325 1,570 0 10 Nov 2021
Algorithms for the Communication of Samples Lucas Theis Noureldin Yosri 38 40 0 25 Oct 2021
On the advantages of stochastic encoders Lucas Theis E. Agustsson 49 44 0 18 Feb 2021