Picture for Jinshan Pan

Jinshan Pan

Devil is in the Uniformity: Exploring Diverse Learners within Transformer for Image Restoration

Add code
Mar 26, 2025
Viaarxiv icon

Intra and Inter Parser-Prompted Transformers for Effective Image Restoration

Add code
Mar 18, 2025
Viaarxiv icon

MFSR: Multi-fractal Feature for Super-resolution Reconstruction with Fine Details Recovery

Add code
Feb 27, 2025
Figure 1 for MFSR: Multi-fractal Feature for Super-resolution Reconstruction with Fine Details Recovery
Figure 2 for MFSR: Multi-fractal Feature for Super-resolution Reconstruction with Fine Details Recovery
Figure 3 for MFSR: Multi-fractal Feature for Super-resolution Reconstruction with Fine Details Recovery
Figure 4 for MFSR: Multi-fractal Feature for Super-resolution Reconstruction with Fine Details Recovery
Viaarxiv icon

DeblurDiff: Real-World Image Deblurring with Generative Diffusion Models

Add code
Feb 06, 2025
Figure 1 for DeblurDiff: Real-World Image Deblurring with Generative Diffusion Models
Figure 2 for DeblurDiff: Real-World Image Deblurring with Generative Diffusion Models
Figure 3 for DeblurDiff: Real-World Image Deblurring with Generative Diffusion Models
Figure 4 for DeblurDiff: Real-World Image Deblurring with Generative Diffusion Models
Viaarxiv icon

ExpRDiff: Short-exposure Guided Diffusion Model for Realistic Local Motion Deblurring

Add code
Dec 12, 2024
Figure 1 for ExpRDiff: Short-exposure Guided Diffusion Model for Realistic Local Motion Deblurring
Figure 2 for ExpRDiff: Short-exposure Guided Diffusion Model for Realistic Local Motion Deblurring
Figure 3 for ExpRDiff: Short-exposure Guided Diffusion Model for Realistic Local Motion Deblurring
Figure 4 for ExpRDiff: Short-exposure Guided Diffusion Model for Realistic Local Motion Deblurring
Viaarxiv icon

FoundIR: Unleashing Million-scale Training Data to Advance Foundation Models for Image Restoration

Add code
Dec 02, 2024
Figure 1 for FoundIR: Unleashing Million-scale Training Data to Advance Foundation Models for Image Restoration
Figure 2 for FoundIR: Unleashing Million-scale Training Data to Advance Foundation Models for Image Restoration
Figure 3 for FoundIR: Unleashing Million-scale Training Data to Advance Foundation Models for Image Restoration
Figure 4 for FoundIR: Unleashing Million-scale Training Data to Advance Foundation Models for Image Restoration
Viaarxiv icon

FaithDiff: Unleashing Diffusion Priors for Faithful Image Super-resolution

Add code
Nov 27, 2024
Figure 1 for FaithDiff: Unleashing Diffusion Priors for Faithful Image Super-resolution
Figure 2 for FaithDiff: Unleashing Diffusion Priors for Faithful Image Super-resolution
Figure 3 for FaithDiff: Unleashing Diffusion Priors for Faithful Image Super-resolution
Figure 4 for FaithDiff: Unleashing Diffusion Priors for Faithful Image Super-resolution
Viaarxiv icon

Super-resolving Real-world Image Illumination Enhancement: A New Dataset and A Conditional Diffusion Model

Add code
Oct 16, 2024
Figure 1 for Super-resolving Real-world Image Illumination Enhancement: A New Dataset and A Conditional Diffusion Model
Figure 2 for Super-resolving Real-world Image Illumination Enhancement: A New Dataset and A Conditional Diffusion Model
Figure 3 for Super-resolving Real-world Image Illumination Enhancement: A New Dataset and A Conditional Diffusion Model
Figure 4 for Super-resolving Real-world Image Illumination Enhancement: A New Dataset and A Conditional Diffusion Model
Viaarxiv icon

Cascaded Temporal Updating Network for Efficient Video Super-Resolution

Add code
Aug 26, 2024
Figure 1 for Cascaded Temporal Updating Network for Efficient Video Super-Resolution
Figure 2 for Cascaded Temporal Updating Network for Efficient Video Super-Resolution
Figure 3 for Cascaded Temporal Updating Network for Efficient Video Super-Resolution
Figure 4 for Cascaded Temporal Updating Network for Efficient Video Super-Resolution
Viaarxiv icon

Ultra-High-Definition Restoration: New Benchmarks and A Dual Interaction Prior-Driven Solution

Add code
Jun 19, 2024
Viaarxiv icon