Cover Image

Image Restoration via Primal Dual Hybrid Gradient and Flow Generative Model

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Li, Ji, Wang, Chao
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

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

IR-Flow: Bridging Discriminative and Generative Image Restoration via Rectified Flow
by: Fan, Zihao, et al.
Published: (2026)

Enhancing Diffusion Model Stability for Image Restoration via Gradient Management
by: Wu, Hongjie, et al.
Published: (2025)

HAT: Hybrid Attention Transformer for Image Restoration
by: Chen, Xiangyu, et al.
Published: (2023)

Hierarchical Information Flow for Generalized Efficient Image Restoration
by: Li, Yawei, et al.
Published: (2024)

IRBridge: Solving Image Restoration Bridge with Pre-trained Generative Diffusion Models
by: Wang, Hanting, et al.
Published: (2025)

UniFlowRestore: A General Video Restoration Framework via Flow Matching and Prompt Guidance
by: Sun, Shuning, et al.
Published: (2025)

Dual High-Order Total Variation Model for Underwater Image Restoration
by: Li, Yuemei, et al.
Published: (2024)

Tuning Real-World Image Restoration at Inference: A Test-Time Scaling Paradigm for Flow Matching Models
by: Bai, Purui, et al.
Published: (2026)

Gradient as Conditions: Rethinking HOG for All-in-one Image Restoration
by: Wu, Jiawei, et al.
Published: (2025)

DA-Font: Few-Shot Font Generation via Dual-Attention Hybrid Integration
by: Chen, Weiran, et al.
Published: (2025)

An Efficient and Mixed Heterogeneous Model for Image Restoration
by: Gu, Yubin, et al.
Published: (2025)

Can Nano Banana 2 Replace Traditional Image Restoration Models? An Evaluation of Its Performance on Image Restoration Tasks
by: Sun, Weixiong, et al.
Published: (2026)

Fair Primal Dual Splitting Method for Image Inverse Problems
by: Qu, Yunfei, et al.
Published: (2024)

RetinexDualV2: Physically-Grounded Dual Retinex for Generalized UHD Image Restoration
by: Kishawy, Mohab, et al.
Published: (2026)

RestoRect: Degraded Image Restoration via Latent Rectified Flow & Feature Distillation
by: Verma, Shourya, et al.
Published: (2025)

Dual Prompting Image Restoration with Diffusion Transformers
by: Kong, Dehong, et al.
Published: (2025)

DualHash: A Stochastic Primal-Dual Algorithm with Theoretical Guarantee for Deep Hashing
by: Li, Luxuan, et al.
Published: (2025)

Unified-Width Adaptive Dynamic Network for All-In-One Image Restoration
by: Xu, Yimin, et al.
Published: (2024)

Restora-Flow: Mask-Guided Image Restoration with Flow Matching
by: Hadzic, Arnela, et al.
Published: (2025)

RetinexDual: Retinex-based Dual Nature Approach for Generalized Ultra-High-Definition Image Restoration
by: Kishawy, Mohab, et al.
Published: (2025)

A Preliminary Exploration Towards General Image Restoration
by: Kong, Xiangtao, et al.
Published: (2024)

MatIR: A Hybrid Mamba-Transformer Image Restoration Model
by: Wen, Juan, et al.
Published: (2025)

Hybrid Agents for Image Restoration
by: Li, Bingchen, et al.
Published: (2025)

Restoration-Aligned Generative Flow Models for Blind Motion Deblurring
by: Kim, Insoo, et al.
Published: (2026)

Mixed Degradation Image Restoration via Local Dynamic Optimization and Conditional Embedding
by: Gu, Yubin, et al.
Published: (2024)

A Comparative Study of Image Restoration Networks for General Backbone Network Design
by: Chen, Xiangyu, et al.
Published: (2023)

CARE: Training-Free Controllable Restoration for Medical Images via Dual-Latent Steering
by: Liu, Xu
Published: (2026)

Reconciling Stochastic and Deterministic Strategies for Zero-shot Image Restoration using Diffusion Model in Dual
by: Wang, Chong, et al.
Published: (2025)

UniRestorer: Universal Image Restoration via Adaptively Estimating Image Degradation at Proper Granularity
by: Lin, Jingbo, et al.
Published: (2024)

A Preliminary Study on GPT-Image Generation Model for Image Restoration
by: Yang, Hao, et al.
Published: (2025)

Global-Local Stepwise Generative Network for Ultra High-Resolution Image Restoration
by: Feng, Xin, et al.
Published: (2022)

Confidence-driven Gradient Modulation for Multimodal Human Activity Recognition: A Dynamic Contrastive Dual-Path Learning Approach
by: Ji, Panpan, et al.
Published: (2025)

RAM++: Robust Representation Learning via Adaptive Mask for All-in-One Image Restoration
by: Zhang, Zilong, et al.
Published: (2025)

Scaling Up to Excellence: Practicing Model Scaling for Photo-Realistic Image Restoration In the Wild
by: Yu, Fanghua, et al.
Published: (2024)

HIR-ALIGN: Enhancing Hyperspectral Image Restoration via Diffusion-Based Data Generation
by: Pang, Li, et al.
Published: (2026)

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

Restore Anything with Masks: Leveraging Mask Image Modeling for Blind All-in-One Image Restoration
by: Qin, Chu-Jie, et al.
Published: (2024)

Residual Diffusion Bridge Model for Image Restoration
by: Wang, Hebaixu, et al.
Published: (2025)

Dual-Representation Interaction Driven Image Quality Assessment with Restoration Assistance
by: Yue, Jingtong, et al.
Published: (2024)