One-Step Diffusion-Based Image Compression with Semantic Distillation

22 May 2025

Papers citing "One-Step Diffusion-Based Image Compression with Semantic Distillation"

44 / 44 papers shown

Title
DLF: Extreme Image Compression with Dual-generative Latent Fusion Naifu Xue Zhaoyang Jia Jiahao Li Bin Li Yuan Zhang Yan Lu 82 2 0 03 Mar 2025
Lossy Compression with Pretrained Diffusion Models Jeremy Vonderfecht Feng Liu DiffM 123 2 0 20 Jan 2025
RDEIC: Accelerating Diffusion-Based Extreme Image Compression with Relay Residual Diffusion Zhiyuan Li Yanhui Zhou Hao Wei Chenyang Ge Ajmal Mian DiffM 70 0 0 03 Oct 2024
PerCo (SD): Open Perceptual Compression Nikolai Korber Eduard Kromer Andreas Siebert S. Hauke Daniel Mueller-Gritschneder Björn Schuller 47 5 0 30 Sep 2024
SwiftBrush v2: Make Your One-step Diffusion Model Better Than Its Teacher T. Dao Thuan Hoang Nguyen T. Le D. Vu Khoi Nguyen Cuong Pham Anh Tran DiffM 64 18 0 26 Aug 2024
One-Step Effective Diffusion Network for Real-World Image Super-Resolution Rongyuan Wu Lingchen Sun Zhiyuan Ma Lei Zhang DiffM 45 59 0 12 Jun 2024
Improved Distribution Matching Distillation for Fast Image Synthesis Tianwei Yin Michael Gharbi Taesung Park Richard Zhang Eli Shechtman Frédo Durand William T. Freeman DiffM 78 112 0 23 May 2024
Distilling Diffusion Models into Conditional GANs Minguk Kang Richard Zhang Connelly Barnes Sylvain Paris Suha Kwak Jaesik Park Eli Shechtman Jun-Yan Zhu Taesung Park 50 40 0 09 May 2024
Towards Extreme Image Compression with Latent Feature Guidance and Diffusion Prior Zhiyuan Li Yanhui Zhou Hao Wei Chenyang Ge Jingwen Jiang DiffM 50 13 0 29 Apr 2024
HybridFlow: Infusing Continuity into Masked Codebook for Extreme Low-Bitrate Image Compression Lei Lu Yanyue Xie Wei Jiang Wei Wang Xue Lin Yanzhi Wang 53 5 0 20 Apr 2024
Unifying Generation and Compression: Ultra-low bitrate Image Coding Via Multi-stage Transformer Naifu Xue Qi Mao Zijian Wang Yuan Zhang Siwei Ma 48 6 0 06 Mar 2024
Neural Video Compression with Feature Modulation Jiahao Li Bin Li Yan Lu 46 69 0 27 Feb 2024
SwiftBrush: One-Step Text-to-Image Diffusion Model with Variational Score Distillation Thuan Hoang Nguyen Anh Tran DiffM 39 63 0 08 Dec 2023
One-step Diffusion with Distribution Matching Distillation Tianwei Yin Michael Gharbi Richard Zhang Eli Shechtman Frédo Durand William T. Freeman Taesung Park DiffM 147 242 0 30 Nov 2023
SinSR: Diffusion-Based Image Super-Resolution in a Single Step Yufei Wang Wenhan Yang Xinyuan Chen Yaohui Wang Lanqing Guo Lap-Pui Chau Ziwei Liu Yu Qiao Alex C. Kot Bihan Wen DiffM 134 106 0 23 Nov 2023
CommonCanvas: An Open Diffusion Model Trained with Creative-Commons Images Aaron Gokaslan A. Feder Cooper Jasmine Collins Landan Seguin Austin Jacobson Mihir Patel Jonathan Frankle Cory Stephenson Volodymyr Kuleshov DiffM 51 17 0 25 Oct 2023
Towards image compression with perfect realism at ultra-low bitrates Marlene Careil Matthew Muckley Jakob Verbeek Stéphane Lathuilière DiffM 44 51 0 16 Oct 2023
Finite Scalar Quantization: VQ-VAE Made Simple Fabian Mentzer David C. Minnen E. Agustsson Michael Tschannen 68 164 0 27 Sep 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 47 5 0 06 Sep 2023
Extreme Image Compression using Fine-tuned VQGANs Qi Mao Tinghan Yang Yinuo Zhang Zijian Wang Meng Wang Shiqi Wang Siwei Ma 33 13 0 17 Jul 2023
Text + Sketch: Image Compression at Ultra Low Rates Eric Lei Yiugit Berkay Uslu Hamed Hassani Shirin Saeedi Bidokhti DiffM 39 44 0 04 Jul 2023
SPAE: Semantic Pyramid AutoEncoder for Multimodal Generation with Frozen LLMs Lijun Yu Yong Cheng Zhiruo Wang Vivek Kumar Wolfgang Macherey ... Yonatan Bisk Ming-Hsuan Yang Kevin Patrick Murphy Alexander G. Hauptmann Lu Jiang MLLM 35 52 0 30 Jun 2023
Learned Image Compression with Mixed Transformer-CNN Architectures Jinming Liu Heming Sun J. Katto 55 234 0 27 Mar 2023
Neural Video Compression with Diverse Contexts Jiahao Li Bin Li Yan Lu 80 147 0 28 Feb 2023
Adding Conditional Control to Text-to-Image Diffusion Models Lvmin Zhang Anyi Rao Maneesh Agrawala AI4CE 60 4,015 1 10 Feb 2023
EVC: Towards Real-Time Neural Image Compression with Mask Decay G. Wang Jiahao Li Bin Li Yan Lu 50 70 0 10 Feb 2023
BLIP-2: Bootstrapping Language-Image Pre-training with Frozen Image Encoders and Large Language Models Junnan Li Dongxu Li Silvio Savarese Steven C. H. Hoi VLM MLLM 381 4,465 0 30 Jan 2023
Improving Statistical Fidelity for Neural Image Compression with Implicit Local Likelihood Models Matthew Muckley Alaaeldin El-Nouby Karen Ullrich Hervé Jégou Jakob Verbeek 38 50 0 26 Jan 2023
Multi-Realism Image Compression with a Conditional Generator E. Agustsson David C. Minnen G. Toderici Fabian Mentzer 43 72 0 28 Dec 2022
Diffusion Probabilistic Model Made Slim Xingyi Yang Daquan Zhou Jiashi Feng Xinchao Wang DiffM 55 110 0 27 Nov 2022
Towards Robust Blind Face Restoration with Codebook Lookup Transformer Shangchen Zhou Kelvin C. K. Chan Chongyi Li Chen Change Loy CVBM 29 224 0 22 Jun 2022
MaskGIT: Masked Generative Image Transformer Huiwen Chang Han Zhang Lu Jiang Ce Liu William T. Freeman ViT 83 664 0 08 Feb 2022
High-Resolution Image Synthesis with Latent Diffusion Models Robin Rombach A. Blattmann Dominik Lorenz Patrick Esser Bjorn Ommer 3DV 261 15,081 0 20 Dec 2021
Swin Transformer: Hierarchical Vision Transformer using Shifted Windows Ze Liu Yutong Lin Yue Cao Han Hu Yixuan Wei Zheng Zhang Stephen Lin B. Guo ViT 316 21,175 0 25 Mar 2021
Learning Transferable Visual Models From Natural Language Supervision Alec Radford Jong Wook Kim Chris Hallacy Aditya A. Ramesh Gabriel Goh ... Amanda Askell Pamela Mishkin Jack Clark Gretchen Krueger Ilya Sutskever CLIP VLM 673 28,659 0 26 Feb 2021
Taming Transformers for High-Resolution Image Synthesis Patrick Esser Robin Rombach Bjorn Ommer ViT 95 2,890 0 17 Dec 2020
Denoising Diffusion Implicit Models Jiaming Song Chenlin Meng Stefano Ermon VLM DiffM 142 7,166 0 06 Oct 2020
High-Fidelity Generative Image Compression Fabian Mentzer G. Toderici Michael Tschannen E. Agustsson 71 470 0 17 Jun 2020
Image Quality Assessment: Unifying Structure and Texture Similarity Keyan Ding Kede Ma Shiqi Wang Eero P. Simoncelli 79 773 0 16 Apr 2020
Joint Autoregressive and Hierarchical Priors for Learned Image Compression David C. Minnen Johannes Ballé G. Toderici 41 1,268 0 08 Sep 2018
Generative Adversarial Networks for Extreme Learned Image Compression E. Agustsson Michael Tschannen Fabian Mentzer Radu Timofte Luc Van Gool GAN 56 558 0 09 Apr 2018
The Unreasonable Effectiveness of Deep Features as a Perceptual Metric Richard Y. Zhang Phillip Isola Alexei A. Efros Eli Shechtman Oliver Wang EGVM 270 11,610 0 11 Jan 2018
Perceptual Losses for Real-Time Style Transfer and Super-Resolution Justin Johnson Alexandre Alahi Li Fei-Fei SupR 183 10,202 0 27 Mar 2016
Microsoft COCO: Common Objects in Context Nayeon Lee Michael Maire Serge J. Belongie Lubomir Bourdev Ross B. Girshick James Hays Pietro Perona Deva Ramanan C. L. Zitnick Piotr Dollár ObjD 249 43,290 0 01 May 2014