DA2Diff: Exploring Degradation-aware Adaptive Diffusion Priors for All-in-One Weather Restoration
Fuente:
arXiv
Saved in:
| Main Authors: | Xiong, Jiamei, Yan, Xuefeng, Wang, Yongzhen, Zhao, Wei, Zhang, Xiao-Ping, Wei, Mingqiang |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
RSHazeDiff: A Unified Fourier-aware Diffusion Model for Remote Sensing Image Dehazing
by: Xiong, Jiamei, et al.
Published: (2024)
by: Xiong, Jiamei, et al.
Published: (2024)
M2Restore: Mixture-of-Experts-based Mamba-CNN Fusion Framework for All-in-One Image Restoration
by: Wang, Yongzhen, et al.
Published: (2025)
by: Wang, Yongzhen, et al.
Published: (2025)
WDMamba: When Wavelet Degradation Prior Meets Vision Mamba for Image Dehazing
by: Sun, Jie, et al.
Published: (2025)
by: Sun, Jie, et al.
Published: (2025)
M2IR: Proactive All-in-One Image Restoration via Mamba-style Modulation and Mixture-of-Experts
by: Wang, Shiwei, et al.
Published: (2026)
by: Wang, Shiwei, et al.
Published: (2026)
Rethinking Real-world Image Deraining via An Unpaired Degradation-Conditioned Diffusion Model
by: Shen, Yiyang, et al.
Published: (2023)
by: Shen, Yiyang, et al.
Published: (2023)
All-in-One Video Restoration under Smoothly Evolving Unknown Weather Degradations
by: Li, Wenrui, et al.
Published: (2026)
by: Li, Wenrui, et al.
Published: (2026)
Laplace-Mamba: Laplace Frequency Prior-Guided Mamba-CNN Fusion Network for Image Dehazing
by: Wang, Yongzhen, et al.
Published: (2025)
by: Wang, Yongzhen, et al.
Published: (2025)
All-in-one Weather-degraded Image Restoration via Adaptive Degradation-aware Self-prompting Model
by: Wen, Yuanbo, et al.
Published: (2024)
by: Wen, Yuanbo, et al.
Published: (2024)
All-in-One Medical Image Restoration with Latent Diffusion-Enhanced Vector-Quantized Codebook Prior
by: Chen, Haowei, et al.
Published: (2025)
by: Chen, Haowei, et al.
Published: (2025)
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)
Neural Degradation Representation Learning for All-In-One Image Restoration
by: Yao, Mingde, et al.
Published: (2023)
by: Yao, Mingde, et al.
Published: (2023)
All-In-One Medical Image Restoration via Task-Adaptive Routing
by: Yang, Zhiwen, et al.
Published: (2024)
by: Yang, Zhiwen, et al.
Published: (2024)
DiffBody: Human Body Restoration by Imagining with Generative Diffusion Prior
by: Zhang, Yiming, et al.
Published: (2024)
by: Zhang, Yiming, et al.
Published: (2024)
TAT: Task-Adaptive Transformer for All-in-One Medical Image Restoration
by: Yang, Zhiwen, et al.
Published: (2025)
by: Yang, Zhiwen, et al.
Published: (2025)
AllRestorer: All-in-One Transformer for Image Restoration under Composite Degradations
by: Mao, Jiawei, et al.
Published: (2024)
by: Mao, Jiawei, et al.
Published: (2024)
Always Clear Days: Degradation Type and Severity Aware All-In-One Adverse Weather Removal
by: Chen, Yu-Wei, et al.
Published: (2023)
by: Chen, Yu-Wei, et al.
Published: (2023)
UniLDiff: Unlocking the Power of Diffusion Priors for All-in-One Image Restoration
by: Cheng, Zihan, et al.
Published: (2025)
by: Cheng, Zihan, et al.
Published: (2025)
GenDeg: Diffusion-based Degradation Synthesis for Generalizable All-In-One Image Restoration
by: Rajagopalan, Sudarshan, et al.
Published: (2024)
by: Rajagopalan, Sudarshan, et al.
Published: (2024)
DiffBIR: Towards Blind Image Restoration with Generative Diffusion Prior
by: Lin, Xinqi, et al.
Published: (2023)
by: Lin, Xinqi, et al.
Published: (2023)
RegTrack: Simplicity Beneath Complexity in Robust Multi-Modal 3D Multi-Object Tracking
by: Gu, Lipeng, et al.
Published: (2024)
by: Gu, Lipeng, et al.
Published: (2024)
ReviveDiff: A Universal Diffusion Model for Restoring Images in Adverse Weather Conditions
by: Huang, Wenfeng, et al.
Published: (2024)
by: Huang, Wenfeng, et al.
Published: (2024)
Diffusion Once and Done: Degradation-Aware LoRA for Efficient All-in-One Image Restoration
by: Tang, Ni, et al.
Published: (2025)
by: Tang, Ni, et al.
Published: (2025)
Unifying Heterogeneous Degradations: Uncertainty-Aware Diffusion Bridge Model for All-in-One Image Restoration
by: Tu, Luwei, et al.
Published: (2026)
by: Tu, Luwei, et al.
Published: (2026)
Dynamic Degradation Decomposition Network for All-in-One Image Restoration
by: Wang, Huiqiang, et al.
Published: (2025)
by: Wang, Huiqiang, et al.
Published: (2025)
All-in-One Image Compression and Restoration
by: Zeng, Huimin, et al.
Published: (2025)
by: Zeng, Huimin, et al.
Published: (2025)
DexHandDiff: Interaction-aware Diffusion Planning for Adaptive Dexterous Manipulation
by: Liang, Zhixuan, et al.
Published: (2024)
by: Liang, Zhixuan, et al.
Published: (2024)
Adaptive Blind All-in-One Image Restoration
by: Serrano-Lozano, David, et al.
Published: (2024)
by: Serrano-Lozano, David, et al.
Published: (2024)
MetaWeather: Few-Shot Weather-Degraded Image Restoration
by: Kim, Youngrae, et al.
Published: (2023)
by: Kim, Youngrae, et al.
Published: (2023)
WeatherBench: A Real-World Benchmark Dataset for All-in-One Adverse Weather Image Restoration
by: Guan, Qiyuan, et al.
Published: (2025)
by: Guan, Qiyuan, et al.
Published: (2025)
PhyDAE: Physics-Guided Degradation-Adaptive Experts for All-in-One Remote Sensing Image Restoration
by: Dong, Zhe, et al.
Published: (2025)
by: Dong, Zhe, et al.
Published: (2025)
One Latent Space to Rule All Degradations: Unifying Restoration Knowledge for Image Fusion
by: Ma, Haolong, et al.
Published: (2025)
by: Ma, Haolong, et al.
Published: (2025)
TANet: Triplet Attention Network for All-In-One Adverse Weather Image Restoration
by: Wang, Hsing-Hua, et al.
Published: (2024)
by: Wang, Hsing-Hua, et al.
Published: (2024)
Reti-Diff: Illumination Degradation Image Restoration with Retinex-based Latent Diffusion Model
by: He, Chunming, et al.
Published: (2023)
by: He, Chunming, et al.
Published: (2023)
GenPC: Zero-shot Point Cloud Completion via 3D Generative Priors
by: Li, An, et al.
Published: (2025)
by: Li, An, et al.
Published: (2025)
Visual-Instructed Degradation Diffusion for All-in-One Image Restoration
by: Luo, Wenyang, et al.
Published: (2025)
by: Luo, Wenyang, et al.
Published: (2025)
Unleashing Degradation-Carrying Features in Symmetric U-Net: Simpler and Stronger Baselines for All-in-One Image Restoration
by: Jiao, Wenlong, et al.
Published: (2025)
by: Jiao, Wenlong, et al.
Published: (2025)
VLM-Augmented Degradation Modeling for Image Restoration Under Adverse Weather Conditions
by: Shao, Qianyi, et al.
Published: (2025)
by: Shao, Qianyi, et al.
Published: (2025)
From Physical Degradation Models to Task-Aware All-in-One Image Restoration
by: Gao, Hu, et al.
Published: (2026)
by: Gao, Hu, et al.
Published: (2026)
Perceive-IR: Learning to Perceive Degradation Better for All-in-One Image Restoration
by: Zhang, Xu, et al.
Published: (2024)
by: Zhang, Xu, et al.
Published: (2024)
Beyond Degradation Redundancy: Contrastive Prompt Learning for All-in-One Image Restoration
by: Wu, Gang, et al.
Published: (2025)
by: Wu, Gang, et al.
Published: (2025)
Similar Items
-
RSHazeDiff: A Unified Fourier-aware Diffusion Model for Remote Sensing Image Dehazing
by: Xiong, Jiamei, et al.
Published: (2024) -
M2Restore: Mixture-of-Experts-based Mamba-CNN Fusion Framework for All-in-One Image Restoration
by: Wang, Yongzhen, et al.
Published: (2025) -
WDMamba: When Wavelet Degradation Prior Meets Vision Mamba for Image Dehazing
by: Sun, Jie, et al.
Published: (2025) -
M2IR: Proactive All-in-One Image Restoration via Mamba-style Modulation and Mixture-of-Experts
by: Wang, Shiwei, et al.
Published: (2026) -
Rethinking Real-world Image Deraining via An Unpaired Degradation-Conditioned Diffusion Model
by: Shen, Yiyang, et al.
Published: (2023)