All-in-One Medical Image Restoration with Latent Diffusion-Enhanced Vector-Quantized Codebook Prior
Fuente:
arXiv
Saved in:
| Main Authors: | Chen, Haowei, Yang, Zhiwen, Hou, Haotian, Zhang, Hui, Wei, Bingzheng, Zhou, Gang, Xu, Yan |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
All-In-One Medical Image Restoration via Task-Adaptive Routing
by: Yang, Zhiwen, et al.
Published: (2024)
by: Yang, Zhiwen, 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)
Region Attention Transformer for Medical Image Restoration
by: Yang, Zhiwen, et al.
Published: (2024)
by: Yang, Zhiwen, et al.
Published: (2024)
Restore-RWKV: Efficient and Effective Medical Image Restoration with RWKV
by: Yang, Zhiwen, et al.
Published: (2024)
by: Yang, Zhiwen, et al.
Published: (2024)
FEAT: Full-Dimensional Efficient Attention Transformer for Medical Video Generation
by: Wang, Huihan, et al.
Published: (2025)
by: Wang, Huihan, et al.
Published: (2025)
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)
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)
AutoDIR: Automatic All-in-One Image Restoration with Latent Diffusion
by: Jiang, Yitong, et al.
Published: (2023)
by: Jiang, Yitong, et al.
Published: (2023)
DA2Diff: Exploring Degradation-aware Adaptive Diffusion Priors for All-in-One Weather Restoration
by: Xiong, Jiamei, et al.
Published: (2025)
by: Xiong, Jiamei, et al.
Published: (2025)
Codebook Transfer with Part-of-Speech for Vector-Quantized Image Modeling
by: Zhang, Baoquan, et al.
Published: (2024)
by: Zhang, Baoquan, et al.
Published: (2024)
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)
Training-Free Large Model Priors for Multiple-in-One Image Restoration
by: He, Xuanhua, et al.
Published: (2024)
by: He, Xuanhua, et al.
Published: (2024)
Beyond Stationarity: Rethinking Codebook Collapse in Vector Quantization
by: Lu, Hao, et al.
Published: (2026)
by: Lu, Hao, et al.
Published: (2026)
DRNet: All-in-One Image Restoration via Prior-Guided Dynamic Reparameterization
by: Li, Ao, et al.
Published: (2026)
by: Li, Ao, et al.
Published: (2026)
Visual Textualization for Image Prompted Object Detection
by: Wu, Yongjian, et al.
Published: (2025)
by: Wu, Yongjian, 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)
Scalable Training for Vector-Quantized Networks with 100% Codebook Utilization
by: Chang, Yifan, et al.
Published: (2025)
by: Chang, Yifan, 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)
Boosting All-in-One Image Restoration via Self-Improved Privilege Learning
by: Wu, Gang, et al.
Published: (2025)
by: Wu, Gang, 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)
Group-Wise Optimization for Self-Extensible Codebooks in Vector Quantized Models
by: Zheng, Hong-Kai, et al.
Published: (2025)
by: Zheng, Hong-Kai, et al.
Published: (2025)
LooC: Effective Low-Dimensional Codebook for Compositional Vector Quantization
by: Li, Jie, et al.
Published: (2026)
by: Li, Jie, et al.
Published: (2026)
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)
UnfoldLDM: Degradation-Aware Unfolding with Iterative Latent Diffusion Priors for Blind Image Restoration
by: He, Chunming, et al.
Published: (2025)
by: He, Chunming, et al.
Published: (2025)
TPGDiff: Hierarchical Triple-Prior Guided Diffusion for Image Restoration
by: Tu, Yanjie, et al.
Published: (2026)
by: Tu, Yanjie, et al.
Published: (2026)
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)
Visual-Instructed Degradation Diffusion for All-in-One Image Restoration
by: Luo, Wenyang, et al.
Published: (2025)
by: Luo, Wenyang, et al.
Published: (2025)
CodeEnhance: A Codebook-Driven Approach for Low-Light Image Enhancement
by: Wu, Xu, et al.
Published: (2024)
by: Wu, Xu, et al.
Published: (2024)
All-in-One Image Restoration via Causal-Deconfounding Wavelet-Disentangled Prompt Network
by: Wang, Bingnan, et al.
Published: (2026)
by: Wang, Bingnan, et al.
Published: (2026)
Adaptive Blind All-in-One Image Restoration
by: Serrano-Lozano, David, et al.
Published: (2024)
by: Serrano-Lozano, David, et al.
Published: (2024)
Neural Degradation Representation Learning for All-In-One Image Restoration
by: Yao, Mingde, et al.
Published: (2023)
by: Yao, Mingde, et al.
Published: (2023)
A Survey on All-in-One Image Restoration: Taxonomy, Evaluation and Future Trends
by: Jiang, Junjun, et al.
Published: (2024)
by: Jiang, Junjun, et al.
Published: (2024)
StrokeFusion: Vector Sketch Generation via Joint Stroke-UDF Encoding and Latent Sequence Diffusion
by: Zhou, Jin, et al.
Published: (2025)
by: Zhou, Jin, et al.
Published: (2025)
Degradation Frequency Curve: An Explicit Frequency-Quantified Representation for All-in-One Image Restoration
by: Huang, Xinghua, et al.
Published: (2026)
by: Huang, Xinghua, et al.
Published: (2026)
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)
Exploiting Discriminative Codebook Prior for Autoregressive Image Generation
by: Tang, Longxiang, et al.
Published: (2025)
by: Tang, Longxiang, et al.
Published: (2025)
Taming Generative Diffusion Prior for Universal Blind Image Restoration
by: Tu, Siwei, et al.
Published: (2024)
by: Tu, Siwei, et al.
Published: (2024)
Towards Extreme Image Compression with Latent Feature Guidance and Diffusion Prior
by: Li, Zhiyuan, et al.
Published: (2024)
by: Li, Zhiyuan, et al.
Published: (2024)
Unified-Width Adaptive Dynamic Network for All-In-One Image Restoration
by: Xu, Yimin, et al.
Published: (2024)
by: Xu, Yimin, et al.
Published: (2024)
MiM-DiT: MoE in MoE with Diffusion Transformers for All-in-One Image Restoration
by: Kong, Lingshun, et al.
Published: (2026)
by: Kong, Lingshun, et al.
Published: (2026)
Similar Items
-
All-In-One Medical Image Restoration via Task-Adaptive Routing
by: Yang, Zhiwen, et al.
Published: (2024) -
TAT: Task-Adaptive Transformer for All-in-One Medical Image Restoration
by: Yang, Zhiwen, et al.
Published: (2025) -
Region Attention Transformer for Medical Image Restoration
by: Yang, Zhiwen, et al.
Published: (2024) -
Restore-RWKV: Efficient and Effective Medical Image Restoration with RWKV
by: Yang, Zhiwen, et al.
Published: (2024) -
FEAT: Full-Dimensional Efficient Attention Transformer for Medical Video Generation
by: Wang, Huihan, et al.
Published: (2025)