Cover Image

Data-free Distillation with Degradation-prompt Diffusion for Multi-weather Image Restoration

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Wang, Pei, Luo, Xiaotong, Xie, Yuan, Qu, Yanyun
Format:	Preprint
Published:	2024
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

Diffusion Once and Done: Degradation-Aware LoRA for Efficient All-in-One Image Restoration
by: Tang, Ni, et al.
Published: (2025)

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

Fusion-then-Distillation: Toward Cross-modal Positive Distillation for Domain Adaptive 3D Semantic Segmentation
by: Wu, Yao, et al.
Published: (2024)

All-in-one Weather-degraded Image Restoration via Adaptive Degradation-aware Self-prompting Model
by: Wen, Yuanbo, et al.
Published: (2024)

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

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

Unifying Heterogeneous Degradations: Uncertainty-Aware Diffusion Bridge Model for All-in-One Image Restoration
by: Tu, Luwei, et al.
Published: (2026)

Joint Conditional Diffusion Model for Image Restoration with Mixed Degradations
by: Yue, Yufeng, et al.
Published: (2024)

Data-free Knowledge Distillation with Diffusion Models
by: Qi, Xiaohua, et al.
Published: (2025)

Unified Image Restoration and Enhancement: Degradation Calibrated Cycle Reconstruction Diffusion Model
by: Xue, Minglong, et al.
Published: (2024)

MWFormer: Multi-Weather Image Restoration Using Degradation-Aware Transformers
by: Zhu, Ruoxi, et al.
Published: (2024)

Pruning Overparameterized Multi-Task Networks for Degraded Web Image Restoration
by: Katraouras, Thomas, et al.
Published: (2025)

Dynamic Contrastive Knowledge Distillation for Efficient Image Restoration
by: Zhou, Yunshuai, et al.
Published: (2024)

GRIDS: Grouped Multiple-Degradation Restoration with Image Degradation Similarity
by: Cao, Shuo, et al.
Published: (2024)

Knowledge Distillation for Image Restoration : Simultaneous Learning from Degraded and Clean Images
by: Zhang, Yongheng, et al.
Published: (2025)

Exploring the Untouched Sweeps for Conflict-Aware 3D Segmentation Pretraining
by: Sun, Tianfang, et al.
Published: (2024)

Beyond the Label Itself: Latent Labels Enhance Semi-supervised Point Cloud Panoptic Segmentation
by: Chen, Yujun, et al.
Published: (2023)

GenDeg: Diffusion-based Degradation Synthesis for Generalizable All-In-One Image Restoration
by: Rajagopalan, Sudarshan, et al.
Published: (2024)

Reti-Diff: Illumination Degradation Image Restoration with Retinex-based Latent Diffusion Model
by: He, Chunming, et al.
Published: (2023)

Multi-Memory Matching for Unsupervised Visible-Infrared Person Re-Identification
by: Shi, Jiangming, et al.
Published: (2024)

Training-Free Anomaly Generation via Dual-Attention Enhancement in Diffusion Model
by: Zuo, Zuo, et al.
Published: (2025)

Invert2Restore: Zero-Shot Degradation-Blind Image Restoration
by: Chihaoui, Hamadi, et al.
Published: (2025)

Diffusion Restoration Adapter for Real-World Image Restoration
by: Liang, Hanbang, et al.
Published: (2025)

Efficient Degradation-aware Any Image Restoration
by: Zamfir, Eduard, et al.
Published: (2024)

Mutual Information Guided Optimal Transport for Unsupervised Visible-Infrared Person Re-identification
by: Zhang, Zhizhong, et al.
Published: (2024)

Distilling Semantic Priors from SAM to Efficient Image Restoration Models
by: Zhang, Quan, et al.
Published: (2024)

Dynamic Degradation Decomposition Network for All-in-One Image Restoration
by: Wang, Huiqiang, et al.
Published: (2025)

Novel Category Discovery with X-Agent Attention for Open-Vocabulary Semantic Segmentation
by: Li, Jiahao, et al.
Published: (2025)

Direct Segmentation without Logits Optimization for Training-Free Open-Vocabulary Semantic Segmentation
by: Li, Jiahao, et al.
Published: (2026)

Diffusion Transformer-to-Mamba Distillation for High-Resolution Image Generation
by: Yao, Yuan, et al.
Published: (2025)

CLIP3D-AD: Extending CLIP for 3D Few-Shot Anomaly Detection with Multi-View Images Generation
by: Zuo, Zuo, et al.
Published: (2024)

OneRestore: A Universal Restoration Framework for Composite Degradation
by: Guo, Yu, et al.
Published: (2024)

Consistent Diffusion: Denoising Diffusion Model with Data-Consistent Training for Image Restoration
by: Cheng, Xinlong, et al.
Published: (2024)

Are Conditional Latent Diffusion Models Effective for Image Restoration?
by: Yuan, Yunchen, et al.
Published: (2024)

ZeroIDIR: Zero-Reference Illumination Degradation Image Restoration with Perturbed Consistency Diffusion Models
by: Jiang, Hai, et al.
Published: (2026)

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

AllRestorer: All-in-One Transformer for Image Restoration under Composite Degradations
by: Mao, Jiawei, et al.
Published: (2024)

Target Refocusing via Attention Redistribution for Open-Vocabulary Semantic Segmentation: An Explainability Perspective
by: Li, Jiahao, et al.
Published: (2025)

PC-CrossDiff: Point-Cluster Dual-Level Cross-Modal Differential Attention for Unified 3D Referring and Segmentation
by: Tan, Wenbin, et al.
Published: (2026)

Diff-Restorer: Unleashing Visual Prompts for Diffusion-based Universal Image Restoration
by: Zhang, Yuhong, et al.
Published: (2024)