Cover Image

Single-step Diffusion for Image Compression at Ultra-Low Bitrates

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Park, Chanung, Lee, Joo Chan, Ko, Jong Hwan
Format:	Preprint
Published:	2025
Subjects:	Image and Video Processing Computer Vision and Pattern Recognition
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Generative Latent Coding for Ultra-Low Bitrate Image Compression
by: Jia, Zhaoyang, et al.
Published: (2025)

Generative Latent Coding for Ultra-Low Bitrate Image and Video Compression
by: Qi, Linfeng, et al.
Published: (2025)

Exploiting Inter-Image Similarity Prior for Low-Bitrate Remote Sensing Image Compression
by: Li, Junhui, et al.
Published: (2024)

HybridFlow: Infusing Continuity into Masked Codebook for Extreme Low-Bitrate Image Compression
by: Lu, Lei, et al.
Published: (2024)

Audio-Visual Driven Compression for Low-Bitrate Talking Head Videos
by: Takahashi, Riku, et al.
Published: (2025)

Leveraging Compression to Construct Transferable Bitrate Ladders
by: Durbha, Krishna Srikar, et al.
Published: (2025)

MISC: Ultra-low Bitrate Image Semantic Compression Driven by Large Multimodal Model
by: Li, Chunyi, et al.
Published: (2024)

MCUCoder: Adaptive Bitrate Learned Video Compression for IoT Devices
by: Hojjat, Ali, et al.
Published: (2024)

Ultra Lowrate Image Compression with Semantic Residual Coding and Compression-aware Diffusion
by: Ke, Anle, et al.
Published: (2025)

SR+Codec: a Benchmark of Super-Resolution for Video Compression Bitrate Reduction
by: Bogatyrev, Evgeney, et al.
Published: (2023)

Progressive Learned Image Compression for Machine Perception
by: Kim, Jungwoo, et al.
Published: (2025)

A Coding Framework and Benchmark towards Low-Bitrate Video Understanding
by: Tian, Yuan, et al.
Published: (2022)

Coarse-to-Fine: Progressive Image Compression for Semantically Hierarchical Classification
by: Kim, Jungwoo, et al.
Published: (2026)

Block Modulating Video Compression: An Ultra Low Complexity Image Compression Encoder for Resource Limited Platforms
by: Zheng, Siming, et al.
Published: (2022)

LMM-driven Semantic Image-Text Coding for Ultra Low-bitrate Learned Image Compression
by: Murai, Shimon, et al.
Published: (2024)

Bidirectional Learned Facial Animation Codec for Low Bitrate Talking Head Videos
by: Takahashi, Riku, et al.
Published: (2025)

SLIM: Semantic-based Low-bitrate Image compression for Machines by leveraging diffusion
by: Lee, Hyeonjin, et al.
Published: (2025)

Training-Free Continuous Bitrate Control for Scalable Image Coding for Humans and Machines
by: Tatsumi, Yui, et al.
Published: (2026)

Ultra-Low Complexity On-Orbit Compression for Remote Sensing Imagery via Block Modulated Imaging
by: Wang, Zhibin, et al.
Published: (2024)

Edge-based Denoising Image Compression
by: Morita, Ryugo, et al.
Published: (2024)

COMPASS: High-Efficiency Deep Image Compression with Arbitrary-scale Spatial Scalability
by: Park, Jongmin, et al.
Published: (2023)

Utilizing Multi-step Loss for Single Image Reflection Removal
by: Elnenaey, Abdelrahman, et al.
Published: (2024)

IM-LUT: Interpolation Mixing Look-Up Tables for Image Super-Resolution
by: Park, Sejin, et al.
Published: (2025)

PerCoV2: Improved Ultra-Low Bit-Rate Perceptual Image Compression with Implicit Hierarchical Masked Image Modeling
by: Körber, Nikolai, et al.
Published: (2025)

Lossy Image Compression with Foundation Diffusion Models
by: Relic, Lucas, et al.
Published: (2024)

Stable Diffusion Segmentation for Biomedical Images with Single-step Reverse Process
by: Lin, Tianyu, et al.
Published: (2024)

RDEIC: Accelerating Diffusion-Based Extreme Image Compression with Relay Residual Diffusion
by: Li, Zhiyuan, et al.
Published: (2024)

One-Step Diffusion-Based Image Compression with Semantic Distillation
by: Xue, Naifu, et al.
Published: (2025)

COSMIC: Compress Satellite Images Efficiently via Diffusion Compensation
by: Zhang, Ziyuan, et al.
Published: (2024)

Adversarial Diffusion Compression for Real-World Image Super-Resolution
by: Chen, Bin, et al.
Published: (2024)

DiT-IC: Aligned Diffusion Transformer for Efficient Image Compression
by: Shi, Junqi, et al.
Published: (2026)

A Noise Constrained Diffusion (NC-Diffusion) Framework for High Fidelity Image Compression
by: Du, Zhenyu, et al.
Published: (2026)

UGPNet: Universal Generative Prior for Image Restoration
by: Lee, Hwayoon, et al.
Published: (2023)

StableCodec: Taming One-Step Diffusion for Extreme Image Compression
by: Zhang, Tianyu, et al.
Published: (2025)

Multi-Scale Feature Prediction with Auxiliary-Info for Neural Image Compression
by: Shin, Chajin, et al.
Published: (2024)

Towards Extreme Image Compression with Latent Feature Guidance and Diffusion Prior
by: Li, Zhiyuan, et al.
Published: (2024)

Self-Supervised One-Step Diffusion Refinement for Snapshot Compressive Imaging
by: Huang, Shaoguang, et al.
Published: (2024)

High Frequency Matters: Uncertainty Guided Image Compression with Wavelet Diffusion
by: Song, Juan, et al.
Published: (2024)

Image Enhancement Based on Pigment Representation
by: Lee, Se-Ho, et al.
Published: (2025)

HPGN: Hybrid Priors-Guided Network for Compressed Low-Light Image Enhancement
by: Li, Hantang, et al.
Published: (2025)