Image de couverture de livre

UIR-LoRA: Achieving Universal Image Restoration through Multiple Low-Rank Adaptation

Fuente: arXiv

Enregistré dans:

Détails bibliographiques
Auteurs principaux:	Zhang, Cheng, Gong, Dong, He, Jiumei, Zhu, Yu, Sun, Jinqiu, Zhang, Yanning
Format:	Preprint
Publié:	2024
Sujets:	Computer Vision and Pattern Recognition
Accès en ligne:	Acceder al recurso
Tags:	Ajouter un tag Pas de tags, Soyez le premier à ajouter un tag!

Documents similaires

Null-LoRA: Low-Rank Adaptation on Null Space
par: Zhang, Yi, et autres
Publié: (2025)

LoRA-IR: Taming Low-Rank Experts for Efficient All-in-One Image Restoration
par: Ai, Yuang, et autres
Publié: (2024)

CL-LoRA: Continual Low-Rank Adaptation for Rehearsal-Free Class-Incremental Learning
par: He, Jiangpeng, et autres
Publié: (2025)

Deep LoRA-Unfolding Networks for Image Restoration
par: Wang, Xiangming, et autres
Publié: (2026)

1LoRA: Summation Compression for Very Low-Rank Adaptation
par: Quercia, Alessio, et autres
Publié: (2025)

PC-LoRA: Low-Rank Adaptation for Progressive Model Compression with Knowledge Distillation
par: Hwang, Injoon, et autres
Publié: (2024)

LoRA-PT: Low-Rank Adapting UNETR for Hippocampus Segmentation Using Principal Tensor Singular Values and Vectors
par: He, Guanghua, et autres
Publié: (2024)

ABM-LoRA: Activation Boundary Matching for Fast Convergence in Low-Rank Adaptation
par: Lee, Dongha, et autres
Publié: (2025)

UniUIR: Considering Underwater Image Restoration as An All-in-One Learner
par: Zhang, Xu, et autres
Publié: (2025)

CRAFT-LoRA: Content-Style Personalization via Rank-Constrained Adaptation and Training-Free Fusion
par: Li, Yu, et autres
Publié: (2026)

ER-LoRA: Effective-Rank Guided Adaptation for Weather-Generalized Depth Estimation
par: Yan, Weilong, et autres
Publié: (2025)

LiON-LoRA: Rethinking LoRA Fusion to Unify Controllable Spatial and Temporal Generation for Video Diffusion
par: Zhang, Yisu, et autres
Publié: (2025)

Diffusion Once and Done: Degradation-Aware LoRA for Efficient All-in-One Image Restoration
par: Tang, Ni, et autres
Publié: (2025)

Online-LoRA: Task-free Online Continual Learning via Low Rank Adaptation
par: Wei, Xiwen, et autres
Publié: (2024)

LoRA of Change: Learning to Generate LoRA for the Editing Instruction from A Single Before-After Image Pair
par: Song, Xue, et autres
Publié: (2024)

LoRA-GA: Low-Rank Adaptation with Gradient Approximation
par: Wang, Shaowen, et autres
Publié: (2024)

LoRA+: Efficient Low Rank Adaptation of Large Models
par: Hayou, Soufiane, et autres
Publié: (2024)

FM-LoRA: Factorized Low-Rank Meta-Prompting for Continual Learning
par: Yu, Xiaobing, et autres
Publié: (2025)

MTL-LoRA: Low-Rank Adaptation for Multi-Task Learning
par: Yang, Yaming, et autres
Publié: (2024)

LoRA-Composer: Leveraging Low-Rank Adaptation for Multi-Concept Customization in Training-Free Diffusion Models
par: Yang, Yang, et autres
Publié: (2024)

NP-LoRA: Null Space Projection for Subject-Style LoRA Fusion
par: Chen, Chuheng, et autres
Publié: (2025)

SV-RAG: LoRA-Contextualizing Adaptation of MLLMs for Long Document Understanding
par: Chen, Jian, et autres
Publié: (2024)

LoREnc: Low-Rank Encryption for Securing Foundation Models and LoRA Adapters
par: Ahn, Beomjin, et autres
Publié: (2026)

LangVision-LoRA-NAS: Neural Architecture Search for Variable LoRA Rank in Vision Language Models
par: Chitty-Venkata, Krishna Teja, et autres
Publié: (2025)

LoRA-FAIR: Federated LoRA Fine-Tuning with Aggregation and Initialization Refinement
par: Bian, Jieming, et autres
Publié: (2024)

RecycleLoRA: Rank-Revealing QR-Based Dual-LoRA Subspace Adaptation for Domain Generalized Semantic Segmentation
par: Cho, Chanseul, et autres
Publié: (2026)

LoRA-TTT: Low-Rank Test-Time Training for Vision-Language Models
par: Kojima, Yuto, et autres
Publié: (2025)

PILoRA: Prototype Guided Incremental LoRA for Federated Class-Incremental Learning
par: Guo, Haiyang, et autres
Publié: (2024)

SR$^2$-LoRA: Self-Rectifying Inter-layer Relations in Low-Rank Adaptation for Class-Incremental Learning
par: Wan, Fengqiang, et autres
Publié: (2026)

Hybrid-LoRA: Bridging Full Fine-Tuning and Low-Rank Adaptation for Post-Training
par: Zhang, Chengqian, et autres
Publié: (2026)

DragLoRA: Online Optimization of LoRA Adapters for Drag-based Image Editing in Diffusion Model
par: Xia, Siwei, et autres
Publié: (2025)

AuroRA: Breaking Low-Rank Bottleneck of LoRA with Nonlinear Mapping
par: Dong, Haonan, et autres
Publié: (2025)

TAS-LoRA: Transformer Architecture Search with Mixture-of-LoRA Experts
par: Jeon, Jeimin, et autres
Publié: (2026)

C-LoRA: Continual Low-Rank Adaptation for Pre-trained Models
par: Zhang, Xin, et autres
Publié: (2025)

Empower Vision Applications with LoRA LMM
par: Mi, Liang, et autres
Publié: (2024)

DiffLoRA: Generating Personalized Low-Rank Adaptation Weights with Diffusion
par: Wu, Yujia, et autres
Publié: (2024)

Vision as LoRA
par: Wang, Han, et autres
Publié: (2025)

TalkLoRA: Low-Rank Adaptation for Speech-Driven Animation
par: Saunders, Jack, et autres
Publié: (2024)

Bilevel Layer-Positioning LoRA for Real Image Dehazing
par: Zhang, Yan, et autres
Publié: (2026)

TC-LoRA: Temporally Modulated Conditional LoRA for Adaptive Diffusion Control
par: Cho, Minkyoung, et autres
Publié: (2025)