Cover Image

MSLoRA: Multi-Scale Low-Rank Adaptation via Attention Reweighting

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Yang, Xu, Agam, Gady
Format:	Preprint
Published:	2025
Subjects:	Computer Vision and Pattern Recognition Artificial Intelligence
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Motion-Aware Transformer for Multi-Object Tracking
by: Yang, Xu, et al.
Published: (2025)

DiffLoRA: Generating Personalized Low-Rank Adaptation Weights with Diffusion
by: Wu, Yujia, et al.
Published: (2024)

PC-LoRA: Low-Rank Adaptation for Progressive Model Compression with Knowledge Distillation
by: Hwang, Injoon, et al.
Published: (2024)

FoRA: Low-Rank Adaptation Model beyond Multimodal Siamese Network
by: Xie, Weiying, et al.
Published: (2024)

SRLoRA: Subspace Recomposition in Low-Rank Adaptation via Importance-Based Fusion and Reinitialization
by: Yang, Haodong, et al.
Published: (2025)

MTLoRA: A Low-Rank Adaptation Approach for Efficient Multi-Task Learning
by: Agiza, Ahmed, et al.
Published: (2024)

MaskMed: Decoupled Mask and Class Prediction for Medical Image Segmentation
by: Xie, Bin, et al.
Published: (2025)

InfLoRA: Interference-Free Low-Rank Adaptation for Continual Learning
by: Liang, Yan-Shuo, et al.
Published: (2024)

VELoRA: A Low-Rank Adaptation Approach for Efficient RGB-Event based Recognition
by: Chen, Lan, et al.
Published: (2024)

Modality-Collaborative Low-Rank Decomposers for Few-Shot Video Domain Adaptation
by: Wanyan, Yuyang, et al.
Published: (2025)

RecycleLoRA: Rank-Revealing QR-Based Dual-LoRA Subspace Adaptation for Domain Generalized Semantic Segmentation
by: Cho, Chanseul, et al.
Published: (2026)

Rethinking Timesteps Samplers and Prediction Types
by: Xie, Bin, et al.
Published: (2025)

Self-Prompt SAM: Medical Image Segmentation via Automatic Prompt SAM Adaptation
by: Xie, Bin, et al.
Published: (2025)

Regularizing Subspace Redundancy of Low-Rank Adaptation
by: Zhu, Yue, et al.
Published: (2025)

SuperLoRA: Parameter-Efficient Unified Adaptation of Multi-Layer Attention Modules
by: Chen, Xiangyu, et al.
Published: (2024)

ElaLoRA: Elastic & Learnable Low-Rank Adaptation for Efficient Model Fine-Tuning
by: Chang, Huandong, et al.
Published: (2025)

Sparsity Outperforms Low-Rank Projections in Few-Shot Adaptation
by: Mrabah, Nairouz, et al.
Published: (2025)

FM-LoRA: Factorized Low-Rank Meta-Prompting for Continual Learning
by: Yu, Xiaobing, et al.
Published: (2025)

Near-Infrared and Low-Rank Adaptation of Vision Transformers in Remote Sensing
by: Ulku, Irem, et al.
Published: (2024)

Enhancing Adversarial Robustness of Vision-Language Models through Low-Rank Adaptation
by: Ji, Yuheng, et al.
Published: (2024)

BALR-SAM: Boundary-Aware Low-Rank Adaptation of SAM for Resource-Efficient Medical Image Segmentation
by: Liu, Zelin, et al.
Published: (2025)

ESPLoRA: Enhanced Spatial Precision with Low-Rank Adaption in Text-to-Image Diffusion Models for High-Definition Synthesis
by: Rigo, Andrea, et al.
Published: (2025)

Fine-grained Text to Image Synthesis
by: Ouyang, Xu, et al.
Published: (2024)

Contribution-based Low-Rank Adaptation with Pre-training Model for Real Image Restoration
by: Park, Donwon, et al.
Published: (2024)

Selective LoRA for Visual Tokens and Attention Heads
by: Luo, Tiange, et al.
Published: (2025)

Efficient CNN Compression via Multi-method Low Rank Factorization and Feature Map Similarity
by: Kokhazadeh, M., et al.
Published: (2025)

Analyzing the Impact of Low-Rank Adaptation for Cross-Domain Few-Shot Object Detection in Aerial Images
by: Talaoubrid, Hicham, et al.
Published: (2025)

Multi-modal Test-time Adaptation via Adaptive Probabilistic Gaussian Calibration
by: Xu, Jinglin, et al.
Published: (2026)

Localized Concept Erasure for Text-to-Image Diffusion Models Using Training-Free Gated Low-Rank Adaptation
by: Lee, Byung Hyun, et al.
Published: (2025)

PitVQA++: Vector Matrix-Low-Rank Adaptation for Open-Ended Visual Question Answering in Pituitary Surgery
by: He, Runlong, et al.
Published: (2025)

PanoLora: Bridging Perspective and Panoramic Video Generation with LoRA Adaptation
by: Dong, Zeyu, et al.
Published: (2025)

AdaLoRA-QAT: Adaptive Low-Rank and Quantization-Aware Segmentation
by: Deb, Prantik, et al.
Published: (2026)

DraftAttention: Fast Video Diffusion via Low-Resolution Attention Guidance
by: Shen, Xuan, et al.
Published: (2025)

Block-wise LoRA: Revisiting Fine-grained LoRA for Effective Personalization and Stylization in Text-to-Image Generation
by: Li, Likun, et al.
Published: (2024)

Stylized Text-to-Motion Generation via Hypernetwork-Driven Low-Rank Adaptation
by: Jeon, Junhyuk, et al.
Published: (2026)

FouRA: Fourier Low Rank Adaptation
by: Borse, Shubhankar, et al.
Published: (2024)

One Head Eight Arms: Block Matrix based Low Rank Adaptation for CLIP-based Few-Shot Learning
by: Zhou, Chunpeng, et al.
Published: (2025)

VeLoRA: Memory Efficient Training using Rank-1 Sub-Token Projections
by: Miles, Roy, et al.
Published: (2024)

VideoMLA: Low-Rank Latent KV Cache for Minute-Scale Autoregressive Video Diffusion
by: Yesiltepe, Hidir, et al.
Published: (2026)

RFMedSAM 2: Automatic Prompt Refinement for Enhanced Volumetric Medical Image Segmentation with SAM 2
by: Xie, Bin, et al.
Published: (2025)