Restore, Assess, Repeat: A Unified Framework for Iterative Image Restoration
Fuente:
arXiv
Saved in:
| Main Authors: | Chen, I-Hsiang, Hadji, Isma, Sanchez, Enrique, Bulat, Adrian, Kuo, Sy-Yen, Timofte, Radu, Tzimiropoulos, Georgios, Martinez, Brais |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Hierarchical Image Tokenization for Multi-Scale Image Super Resolution
by: Hadji, Isma, et al.
Published: (2026)
by: Hadji, Isma, et al.
Published: (2026)
Multi-scale Image Super Resolution with a Single Auto-Regressive Model
by: Sanchez, Enrique, et al.
Published: (2025)
by: Sanchez, Enrique, et al.
Published: (2025)
You Only Need One Step: Fast Super-Resolution with Stable Diffusion via Scale Distillation
by: Noroozi, Mehdi, et al.
Published: (2024)
by: Noroozi, Mehdi, et al.
Published: (2024)
FAM Diffusion: Frequency and Attention Modulation for High-Resolution Image Generation with Stable Diffusion
by: Yang, Haosen, et al.
Published: (2024)
by: Yang, Haosen, et al.
Published: (2024)
CLIP-DPO: Vision-Language Models as a Source of Preference for Fixing Hallucinations in LVLMs
by: Ouali, Yassine, et al.
Published: (2024)
by: Ouali, Yassine, et al.
Published: (2024)
Edge-SD-SR: Low Latency and Parameter Efficient On-device Super-Resolution with Stable Diffusion via Bidirectional Conditioning
by: Noroozi, Mehdi, et al.
Published: (2024)
by: Noroozi, Mehdi, et al.
Published: (2024)
Knowledge Distillation Meets Open-Set Semi-Supervised Learning
by: Yang, Jing, et al.
Published: (2022)
by: Yang, Jing, et al.
Published: (2022)
Aligned Unsupervised Pretraining of Object Detectors with Self-training
by: Metaxas, Ioannis Maniadis, et al.
Published: (2023)
by: Metaxas, Ioannis Maniadis, et al.
Published: (2023)
More Images, More Problems? A Controlled Analysis of VLM Failure Modes
by: Das, Anurag, et al.
Published: (2026)
by: Das, Anurag, et al.
Published: (2026)
FFF: Fixing Flawed Foundations in contrastive pre-training results in very strong Vision-Language models
by: Bulat, Adrian, et al.
Published: (2024)
by: Bulat, Adrian, et al.
Published: (2024)
Fwd2Bot: LVLM Visual Token Compression with Double Forward Bottleneck
by: Bulat, Adrian, et al.
Published: (2025)
by: Bulat, Adrian, et al.
Published: (2025)
VladVA: Discriminative Fine-tuning of LVLMs
by: Ouali, Yassine, et al.
Published: (2024)
by: Ouali, Yassine, et al.
Published: (2024)
Toward Efficient Deep Blind RAW Image Restoration
by: Conde, Marcos V., et al.
Published: (2024)
by: Conde, Marcos V., et al.
Published: (2024)
UniRestore: Unified Perceptual and Task-Oriented Image Restoration Model Using Diffusion Prior
by: Chen, I-Hsiang, et al.
Published: (2025)
by: Chen, I-Hsiang, et al.
Published: (2025)
InstructIR: High-Quality Image Restoration Following Human Instructions
by: Conde, Marcos V., et al.
Published: (2024)
by: Conde, Marcos V., et al.
Published: (2024)
MatIR: A Hybrid Mamba-Transformer Image Restoration Model
by: Wen, Juan, et al.
Published: (2025)
by: Wen, Juan, et al.
Published: (2025)
Efficient Degradation-aware Any Image Restoration
by: Zamfir, Eduard, et al.
Published: (2024)
by: Zamfir, Eduard, et al.
Published: (2024)
Vision-Free Retrieval: Rethinking Multimodal Search with Textual Scene Descriptions
by: Ntinou, Ioanna, et al.
Published: (2025)
by: Ntinou, Ioanna, et al.
Published: (2025)
MIORe & VAR-MIORe: Benchmarks to Push the Boundaries of Restoration
by: Ciubotariu, George, et al.
Published: (2025)
by: Ciubotariu, George, et al.
Published: (2025)
DiTVR: Zero-Shot Diffusion Transformer for Video Restoration
by: Gao, Sicheng, et al.
Published: (2025)
by: Gao, Sicheng, et al.
Published: (2025)
Complexity Experts are Task-Discriminative Learners for Any Image Restoration
by: Zamfir, Eduard, et al.
Published: (2024)
by: Zamfir, Eduard, et al.
Published: (2024)
Degradation-Aware All-in-One Image Restoration via Latent Prior Encoding
by: Sharif, S M A, et al.
Published: (2025)
by: Sharif, S M A, et al.
Published: (2025)
LAFR: Efficient Diffusion-based Blind Face Restoration via Latent Codebook Alignment Adapter
by: Li, Runyi, et al.
Published: (2025)
by: Li, Runyi, et al.
Published: (2025)
VISion On Request: Enhanced VLLM efficiency with sparse, dynamically selected, vision-language interactions
by: Bulat, Adrian, et al.
Published: (2026)
by: Bulat, Adrian, et al.
Published: (2026)
Multiscale Vision Transformers meet Bipartite Matching for efficient single-stage Action Localization
by: Ntinou, Ioanna, et al.
Published: (2023)
by: Ntinou, Ioanna, et al.
Published: (2023)
MeMSVD: Long-Range Temporal Structure Capturing Using Incremental SVD
by: Ntinou, Ioanna, et al.
Published: (2024)
by: Ntinou, Ioanna, et al.
Published: (2024)
Deep Equilibrium Diffusion Restoration with Parallel Sampling
by: Cao, Jiezhang, et al.
Published: (2023)
by: Cao, Jiezhang, et al.
Published: (2023)
Graph Guided Question Answer Generation for Procedural Question-Answering
by: Pham, Hai X., et al.
Published: (2024)
by: Pham, Hai X., et al.
Published: (2024)
NTIRE 2024 Restore Any Image Model (RAIM) in the Wild Challenge
by: Liang, Jie, et al.
Published: (2024)
by: Liang, Jie, et al.
Published: (2024)
Any Image Restoration via Efficient Spatial-Frequency Degradation Adaptation
by: Ren, Bin, et al.
Published: (2025)
by: Ren, Bin, et al.
Published: (2025)
Restore Anything Model via Efficient Degradation Adaptation
by: Ren, Bin, et al.
Published: (2024)
by: Ren, Bin, et al.
Published: (2024)
Compressed Depth Map Super-Resolution and Restoration: AIM 2024 Challenge Results
by: Conde, Marcos V., et al.
Published: (2024)
by: Conde, Marcos V., et al.
Published: (2024)
NTIRE 2025 the 2nd Restore Any Image Model (RAIM) in the Wild Challenge
by: Liang, Jie, et al.
Published: (2025)
by: Liang, Jie, et al.
Published: (2025)
SSR: An Efficient and Robust Framework for Learning with Unknown Label Noise
by: Feng, Chen, et al.
Published: (2021)
by: Feng, Chen, et al.
Published: (2021)
Fractal-IR: A Unified Framework for Efficient and Scalable Image Restoration
by: Li, Yawei, et al.
Published: (2025)
by: Li, Yawei, et al.
Published: (2025)
Divide and Restore: A Modular Task-Decoupled Framework for Universal Image Restoration
by: Wiekiera, Joanna, et al.
Published: (2026)
by: Wiekiera, Joanna, et al.
Published: (2026)
RIRF: Reasoning Image Restoration Framework
by: Yan, Wending, et al.
Published: (2026)
by: Yan, Wending, et al.
Published: (2026)
A Green Learning Approach to LDCT Image Restoration
by: Wang, Wei, et al.
Published: (2026)
by: Wang, Wei, et al.
Published: (2026)
Image Restoration by Denoising Diffusion Models with Iteratively Preconditioned Guidance
by: Garber, Tomer, et al.
Published: (2023)
by: Garber, Tomer, et al.
Published: (2023)
Exploring Probabilistic Modeling Beyond Domain Generalization for Semantic Segmentation
by: Chen, I-Hsiang, et al.
Published: (2025)
by: Chen, I-Hsiang, et al.
Published: (2025)
Similar Items
-
Hierarchical Image Tokenization for Multi-Scale Image Super Resolution
by: Hadji, Isma, et al.
Published: (2026) -
Multi-scale Image Super Resolution with a Single Auto-Regressive Model
by: Sanchez, Enrique, et al.
Published: (2025) -
You Only Need One Step: Fast Super-Resolution with Stable Diffusion via Scale Distillation
by: Noroozi, Mehdi, et al.
Published: (2024) -
FAM Diffusion: Frequency and Attention Modulation for High-Resolution Image Generation with Stable Diffusion
by: Yang, Haosen, et al.
Published: (2024) -
CLIP-DPO: Vision-Language Models as a Source of Preference for Fixing Hallucinations in LVLMs
by: Ouali, Yassine, et al.
Published: (2024)