Cover Image

Exploiting Diffusion Prior for Task-driven Image Restoration

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Kim, Jaeha, Oh, Junghun, Lee, Kyoung Mu
Format:	Preprint
Published:	2025
Subjects:	Computer Vision and Pattern Recognition
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Beyond Image Super-Resolution for Image Recognition with Task-Driven Perceptual Loss
by: Kim, Jaeha, et al.
Published: (2024)

Attentive Fine-Grained Structured Sparsity for Image Restoration
by: Oh, Junghun, et al.
Published: (2022)

CLOSER: Towards Better Representation Learning for Few-Shot Class-Incremental Learning
by: Oh, Junghun, et al.
Published: (2024)

Particle Diffusion Matching: Random Walk Correspondence Search for the Alignment of Standard and Ultra-Widefield Fundus Images
by: Lee, Kanggeon, et al.
Published: (2026)

Depth-Regularized Optimization for 3D Gaussian Splatting in Few-Shot Images
by: Chung, Jaeyoung, et al.
Published: (2023)

Exploiting Diffusion Prior for Generalizable Dense Prediction
by: Lee, Hsin-Ying, et al.
Published: (2023)

DeClotH: Decomposable 3D Cloth and Human Body Reconstruction from a Single Image
by: Nam, Hyeongjin, et al.
Published: (2025)

Advancing Medical Image Segmentation: Morphology-Driven Learning with Diffusion Transformer
by: Kang, Sungmin, et al.
Published: (2024)

Rethinking RGB Color Representation for Image Restoration Models
by: Lee, Jaerin, et al.
Published: (2024)

Active Diffusion Matching: Score-based Iterative Alignment of Cross-Modal Retinal Images
by: Lee, Kanggeon, et al.
Published: (2026)

ExBluRF: Efficient Radiance Fields for Extreme Motion Blurred Images
by: Lee, Dongwoo, et al.
Published: (2023)

MatRes: Zero-Shot Test-Time Model Adaptation for Simultaneous Matching and Restoration
by: Lee, Kanggeon, et al.
Published: (2026)

SemanticDraw: Towards Real-Time Interactive Content Creation from Image Diffusion Models
by: Lee, Jaerin, et al.
Published: (2024)

Exploiting Diffusion Prior for Real-World Image Super-Resolution
by: Wang, Jianyi, et al.
Published: (2023)

Learning an Ensemble Token from Task-driven Priors in Facial Analysis
by: Seo, Sunyong, et al.
Published: (2025)

Vector Scaffolding: Inter-Scale Orchestration for Differentiable Image Vectorization
by: Lee, Jaerin, et al.
Published: (2026)

Harnessing Diffusion-Yielded Score Priors for Image Restoration
by: Lin, Xinqi, et al.
Published: (2025)

Osmosis: RGBD Diffusion Prior for Underwater Image Restoration
by: Nathan, Opher Bar, et al.
Published: (2024)

AdaIR: Exploiting Underlying Similarities of Image Restoration Tasks with Adapters
by: Chen, Hao-Wei, et al.
Published: (2024)

DeblurGS: Gaussian Splatting for Camera Motion Blur
by: Oh, Jeongtaek, et al.
Published: (2024)

Exploiting Diffusion Prior for Real-World Image Dehazing with Unpaired Training
by: Lan, Yunwei, et al.
Published: (2025)

GS-Blur: A 3D Scene-Based Dataset for Realistic Image Deblurring
by: Lee, Dongwoo, et al.
Published: (2024)

TPGDiff: Hierarchical Triple-Prior Guided Diffusion for Image Restoration
by: Tu, Yanjie, et al.
Published: (2026)

StarryGazer: Leveraging Monocular Depth Estimation Models for Domain-Agnostic Single Depth Image Completion
by: Hong, Sangmin, et al.
Published: (2025)

PARTE: Part-Guided Texturing for 3D Human Reconstruction from a Single Image
by: Nam, Hyeongjin, et al.
Published: (2025)

Diffusion-driven GAN Inversion for Multi-Modal Face Image Generation
by: Kim, Jihyun, et al.
Published: (2024)

DiffBIR: Towards Blind Image Restoration with Generative Diffusion Prior
by: Lin, Xinqi, et al.
Published: (2023)

UniLDiff: Unlocking the Power of Diffusion Priors for All-in-One Image Restoration
by: Cheng, Zihan, et al.
Published: (2025)

SSP-IR: Semantic and Structure Priors for Diffusion-based Realistic Image Restoration
by: Zhang, Yuhong, et al.
Published: (2024)

TDiR: Transformer based Diffusion for Image Restoration Tasks
by: Anwar, Abbas, et al.
Published: (2025)

ODGS: 3D Scene Reconstruction from Omnidirectional Images with 3D Gaussian Splattings
by: Lee, Suyoung, et al.
Published: (2024)

Generative Phomosaic with Structure-Aligned and Personalized Diffusion
by: Chung, Jaeyoung, et al.
Published: (2026)

Overcoming Distribution Mismatch in Quantizing Image Super-Resolution Networks
by: Hong, Cheeun, et al.
Published: (2023)

AdaBM: On-the-Fly Adaptive Bit Mapping for Image Super-Resolution
by: Hong, Cheeun, et al.
Published: (2024)

Unified Diffusion Transformer for High-fidelity Text-Aware Image Restoration
by: Kim, Jin Hyeon, et al.
Published: (2025)

DPMesh: Exploiting Diffusion Prior for Occluded Human Mesh Recovery
by: Zhu, Yixuan, et al.
Published: (2024)

MoE-DiffIR: Task-customized Diffusion Priors for Universal Compressed Image Restoration
by: Ren, Yulin, et al.
Published: (2024)

Exploiting Discriminative Codebook Prior for Autoregressive Image Generation
by: Tang, Longxiang, et al.
Published: (2025)

Integrating Reweighted Least Squares with Plug-and-Play Diffusion Priors for Noisy Image Restoration
by: Li, Ji, et al.
Published: (2025)

Taming Generative Diffusion Prior for Universal Blind Image Restoration
by: Tu, Siwei, et al.
Published: (2024)