FoundIR: Unleashing Million-scale Training Data to Advance Foundation Models for Image Restoration
Fuente:
arXiv
Guardado en:
| Autores principales: | Li, Hao, Chen, Xiang, Dong, Jiangxin, Tang, Jinhui, Pan, Jinshan |
|---|---|
| Formato: | Preprint |
| Publicado: |
2024
|
| Materias: | |
| Acceso en línea: | |
| Etiquetas: |
Agregar Etiqueta
Sin Etiquetas, Sea el primero en etiquetar este registro!
|
Ejemplares similares
FoundIR-v2: Optimizing Pre-Training Data Mixtures for Image Restoration Foundation Model
por: Chen, Xiang, et al.
Publicado: (2025)
por: Chen, Xiang, et al.
Publicado: (2025)
FaithDiff: Unleashing Diffusion Priors for Faithful Image Super-resolution
por: Chen, Junyang, et al.
Publicado: (2024)
por: Chen, Junyang, et al.
Publicado: (2024)
Collaborative Feedback Discriminative Propagation for Video Super-Resolution
por: Li, Hao, et al.
Publicado: (2024)
por: Li, Hao, et al.
Publicado: (2024)
ExpRDiff: Short-exposure Guided Diffusion Model for Realistic Local Motion Deblurring
por: Yang, Zhongbao, et al.
Publicado: (2024)
por: Yang, Zhongbao, et al.
Publicado: (2024)
Bidirectional Multi-Scale Implicit Neural Representations for Image Deraining
por: Chen, Xiang, et al.
Publicado: (2024)
por: Chen, Xiang, et al.
Publicado: (2024)
ColorMNet: A Memory-based Deep Spatial-Temporal Feature Propagation Network for Video Colorization
por: Yang, Yixin, et al.
Publicado: (2024)
por: Yang, Yixin, et al.
Publicado: (2024)
Efficient Visual State Space Model for Image Deblurring
por: Kong, Lingshun, et al.
Publicado: (2024)
por: Kong, Lingshun, et al.
Publicado: (2024)
PGP-DiffSR: Phase-Guided Progressive Pruning for Efficient Diffusion-based Image Super-Resolution
por: Yang, Zhongbao, et al.
Publicado: (2025)
por: Yang, Zhongbao, et al.
Publicado: (2025)
Bridging Fidelity-Reality with Controllable One-Step Diffusion for Image Super-Resolution
por: Chen, Hao, et al.
Publicado: (2025)
por: Chen, Hao, et al.
Publicado: (2025)
Cascaded Temporal Updating Network for Efficient Video Super-Resolution
por: Li, Hao, et al.
Publicado: (2024)
por: Li, Hao, et al.
Publicado: (2024)
STCDiT: Spatio-Temporally Consistent Diffusion Transformer for High-Quality Video Super-Resolution
por: Chen, Junyang, et al.
Publicado: (2025)
por: Chen, Junyang, et al.
Publicado: (2025)
DeblurDiff: Real-World Image Deblurring with Generative Diffusion Models
por: Kong, Lingshun, et al.
Publicado: (2025)
por: Kong, Lingshun, et al.
Publicado: (2025)
Plenodium: UnderWater 3D Scene Reconstruction with Plenoptic Medium Representation
por: Wu, Changguanng, et al.
Publicado: (2025)
por: Wu, Changguanng, et al.
Publicado: (2025)
Energy-oriented Diffusion Bridge for Image Restoration with Foundational Diffusion Models
por: Hou, Jinhui, et al.
Publicado: (2026)
por: Hou, Jinhui, et al.
Publicado: (2026)
SelfPromer: Self-Prompt Dehazing Transformers with Depth-Consistency
por: Wang, Cong, et al.
Publicado: (2023)
por: Wang, Cong, et al.
Publicado: (2023)
Unleashing Network Potentials for Semantic Scene Completion
por: Wang, Fengyun, et al.
Publicado: (2024)
por: Wang, Fengyun, et al.
Publicado: (2024)
Look-Around Before You Leap: High-Frequency Injected Transformer for Image Restoration
por: Zhou, Shihao, et al.
Publicado: (2024)
por: Zhou, Shihao, et al.
Publicado: (2024)
Intra and Inter Parser-Prompted Transformers for Effective Image Restoration
por: Wang, Cong, et al.
Publicado: (2025)
por: Wang, Cong, et al.
Publicado: (2025)
SLLEN: Semantic-aware Low-light Image Enhancement Network
por: Ju, Mingye, et al.
Publicado: (2022)
por: Ju, Mingye, et al.
Publicado: (2022)
Seeing the Unseen: A Frequency Prompt Guided Transformer for Image Restoration
por: Zhou, Shihao, et al.
Publicado: (2024)
por: Zhou, Shihao, et al.
Publicado: (2024)
Neural Discrimination-Prompted Transformers for Efficient UHD Image Restoration and Enhancement
por: Wang, Cong, et al.
Publicado: (2026)
por: Wang, Cong, et al.
Publicado: (2026)
Devil is in the Uniformity: Exploring Diverse Learners within Transformer for Image Restoration
por: Zhou, Shihao, et al.
Publicado: (2025)
por: Zhou, Shihao, et al.
Publicado: (2025)
DWDN: Deep Wiener Deconvolution Network for Non-Blind Image Deblurring
por: Dong, Jiangxin, et al.
Publicado: (2021)
por: Dong, Jiangxin, et al.
Publicado: (2021)
How Powerful Potential of Attention on Image Restoration?
por: Wang, Cong, et al.
Publicado: (2024)
por: Wang, Cong, et al.
Publicado: (2024)
JarvisIR: Elevating Autonomous Driving Perception with Intelligent Image Restoration
por: Lin, Yunlong, et al.
Publicado: (2025)
por: Lin, Yunlong, et al.
Publicado: (2025)
Diff-Restorer: Unleashing Visual Prompts for Diffusion-based Universal Image Restoration
por: Zhang, Yuhong, et al.
Publicado: (2024)
por: Zhang, Yuhong, et al.
Publicado: (2024)
Deep Learning-Driven Ultra-High-Definition Image Restoration: A Survey
por: Wang, Liyan, et al.
Publicado: (2025)
por: Wang, Liyan, et al.
Publicado: (2025)
BaryIR: Learning Multi-Source Unified Representation in Continuous Barycenter Space for Generalizable All-in-One Image Restoration
por: Tang, Xiaole, et al.
Publicado: (2025)
por: Tang, Xiaole, et al.
Publicado: (2025)
UniRain: Unified Image Deraining with RAG-based Dataset Distillation and Multi-objective Reweighted Optimization
por: Yang, Qianfeng, et al.
Publicado: (2026)
por: Yang, Qianfeng, et al.
Publicado: (2026)
Can Nano Banana 2 Replace Traditional Image Restoration Models? An Evaluation of Its Performance on Image Restoration Tasks
por: Sun, Weixiong, et al.
Publicado: (2026)
por: Sun, Weixiong, et al.
Publicado: (2026)
Correlation Matching Transformation Transformers for UHD Image Restoration
por: Wang, Cong, et al.
Publicado: (2024)
por: Wang, Cong, et al.
Publicado: (2024)
EyeFound: A Multimodal Generalist Foundation Model for Ophthalmic Imaging
por: Shi, Danli, et al.
Publicado: (2024)
por: Shi, Danli, et al.
Publicado: (2024)
DVF: Advancing Robust and Accurate Fine-Grained Image Retrieval with Retrieval Guidelines
por: Jiang, Xin, et al.
Publicado: (2024)
por: Jiang, Xin, et al.
Publicado: (2024)
Multi-scale Activation, Refinement, and Aggregation: Exploring Diverse Cues for Fine-Grained Bird Recognition
por: Zhang, Zhicheng, et al.
Publicado: (2025)
por: Zhang, Zhicheng, et al.
Publicado: (2025)
Consistent Diffusion: Denoising Diffusion Model with Data-Consistent Training for Image Restoration
por: Cheng, Xinlong, et al.
Publicado: (2024)
por: Cheng, Xinlong, et al.
Publicado: (2024)
VmambaIR: Visual State Space Model for Image Restoration
por: Shi, Yuan, et al.
Publicado: (2024)
por: Shi, Yuan, et al.
Publicado: (2024)
Multi-task Image Restoration Guided By Robust DINO Features
por: Lin, Xin, et al.
Publicado: (2023)
por: Lin, Xin, et al.
Publicado: (2023)
Towards Ultra-High-Definition Image Deraining: A Benchmark and An Efficient Method
por: Chen, Hongming, et al.
Publicado: (2024)
por: Chen, Hongming, et al.
Publicado: (2024)
Invisible Clean-Label Backdoor Attacks for Generative Data Augmentation
por: Xiang, Ting, et al.
Publicado: (2026)
por: Xiang, Ting, et al.
Publicado: (2026)
DiffIR2VR-Zero: Zero-Shot Video Restoration with Diffusion-based Image Restoration Models
por: Yeh, Chang-Han, et al.
Publicado: (2024)
por: Yeh, Chang-Han, et al.
Publicado: (2024)
Ejemplares similares
-
FoundIR-v2: Optimizing Pre-Training Data Mixtures for Image Restoration Foundation Model
por: Chen, Xiang, et al.
Publicado: (2025) -
FaithDiff: Unleashing Diffusion Priors for Faithful Image Super-resolution
por: Chen, Junyang, et al.
Publicado: (2024) -
Collaborative Feedback Discriminative Propagation for Video Super-Resolution
por: Li, Hao, et al.
Publicado: (2024) -
ExpRDiff: Short-exposure Guided Diffusion Model for Realistic Local Motion Deblurring
por: Yang, Zhongbao, et al.
Publicado: (2024) -
Bidirectional Multi-Scale Implicit Neural Representations for Image Deraining
por: Chen, Xiang, et al.
Publicado: (2024)