Cover Image

TriLoRA: Integrating SVD for Advanced Style Personalization in Text-to-Image Generation

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Feng, Chengcheng, He, Mu, Tian, Qiuyu, Yin, Haojie, Zhao, Xiaofang, Tang, Hongwei, Wei, Xingqiang
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

AC-LoRA: Auto Component LoRA for Personalized Artistic Style Image Generation
by: Cui, Zhipu, 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)

ConsisLoRA: Enhancing Content and Style Consistency for LoRA-based Style Transfer
by: Chen, Bolin, et al.
Published: (2025)

LoRA-Key: User-Centric LoRA Watermarking for Text-to-Image Diffusion Models
by: Wang, Yaopeng, et al.
Published: (2026)

FedSVD: Adaptive Orthogonalization for Private Federated Learning with LoRA
by: Lee, Seanie, et al.
Published: (2025)

Personalized LoRA for Human-Centered Text Understanding
by: Zhang, You, et al.
Published: (2024)

Delta-SVD: Efficient Compression for Personalized Text-to-Image Models
by: Zhang, Tangyuan, et al.
Published: (2025)

DuoLoRA : Cycle-consistent and Rank-disentangled Content-Style Personalization
by: Roy, Aniket, et al.
Published: (2025)

AutoLoRA: Automatic LoRA Retrieval and Fine-Grained Gated Fusion for Text-to-Image Generation
by: Li, Zhiwen, et al.
Published: (2025)

GEM-Style Constraints for PEFT with Dual Gradient Projection in LoRA
by: Tekmen, Brian, et al.
Published: (2026)

DropLoRA: Sparse Low-Rank Adaptation for Parameter-Efficient Fine-Tuning
by: Zhang, Haojie
Published: (2025)

Conditional LoRA Parameter Generation
by: Jin, Xiaolong, et al.
Published: (2024)

LoRA.rar: Learning to Merge LoRAs via Hypernetworks for Subject-Style Conditioned Image Generation
by: Shenaj, Donald, et al.
Published: (2024)

NP-LoRA: Null Space Projection for Subject-Style LoRA Fusion
by: Chen, Chuheng, et al.
Published: (2025)

LLM-Enabled Style and Content Regularization for Personalized Text-to-Image Generation
by: Yu, Anran, et al.
Published: (2025)

Orthogonal Subspace Projection for Continual Machine Unlearning via SVD-Based LoRA
by: Rahulamathavan, Yogachandran, et al.
Published: (2026)

Text-to-LoRA: Instant Transformer Adaption
by: Charakorn, Rujikorn, et al.
Published: (2025)

A Training-Free Style-Personalization via SVD-Based Feature Decomposition
by: Lee, Kyoungmin, et al.
Published: (2025)

Generating Multimodal Images with GAN: Integrating Text, Image, and Style
by: Tan, Chaoyi, et al.
Published: (2025)

Not All Layers Are Created Equal: Adaptive LoRA Ranks for Personalized Image Generation
by: Shenaj, Donald, et al.
Published: (2026)

On the Convergence Rate of LoRA Gradient Descent
by: Mu, Siqiao, et al.
Published: (2025)

CRAFT-LoRA: Content-Style Personalization via Rank-Constrained Adaptation and Training-Free Fusion
by: Li, Yu, et al.
Published: (2026)

Towards Faithful Reasoning in Comics for Small MLLMs
by: Feng, Chengcheng, et al.
Published: (2026)

LoRA Diffusion: Zero-Shot LoRA Synthesis for Diffusion Model Personalization
by: Smith, Ethan, et al.
Published: (2024)

ID-LoRA: Identity-Driven Audio-Video Personalization with In-Context LoRA
by: Dahan, Aviad, et al.
Published: (2026)

UnZipLoRA: Separating Content and Style from a Single Image
by: Liu, Chang, et al.
Published: (2024)

Beyond SGD, Without SVD: Proximal Subspace Iteration LoRA with Diagonal Fractional K-FAC
by: Almansoori, Abdulla Jasem, et al.
Published: (2026)

CtrLoRA: An Extensible and Efficient Framework for Controllable Image Generation
by: Xu, Yifeng, et al.
Published: (2024)

Multi-LoRA Composition for Image Generation
by: Zhong, Ming, et al.
Published: (2024)

HyperLoRA: Parameter-Efficient Adaptive Generation for Portrait Synthesis
by: Li, Mengtian, et al.
Published: (2025)

Contrastive Regularization over LoRA for Multimodal Biomedical Image Incremental Learning
by: Zhang, Haojie, et al.
Published: (2025)

Model Fusion with Multi-LoRA Inference for Tool-Enhanced Game Dialogue Agents
by: Wang, Kangxu, et al.
Published: (2025)

Implicit Style-Content Separation using B-LoRA
by: Frenkel, Yarden, et al.
Published: (2024)

In-Context Meta LoRA Generation
by: Shao, Yihua, et al.
Published: (2025)

ForeSci: Evaluating LLM Agents for Forward-Looking AI Research Judgment
by: Tian, Qiuyu, et al.
Published: (2026)

pFedLoRA: Model-Heterogeneous Personalized Federated Learning with LoRA Tuning
by: Yi, Liping, et al.
Published: (2023)

Meta-LoRA: Meta-Learning LoRA Components for Domain-Aware ID Personalization
by: Topal, Barış Batuhan, et al.
Published: (2025)

CA-LoRA: Adapting Existing LoRA for Compressed LLMs to Enable Efficient Multi-Tasking on Personal Devices
by: Zhao, Weilin, et al.
Published: (2023)

ZipLoRA: Any Subject in Any Style by Effectively Merging LoRAs
by: Shah, Viraj, et al.
Published: (2023)

EELE: Exploring Efficient and Extensible LoRA Integration in Emotional Text-to-Speech
by: Qi, Xin, et al.
Published: (2024)