CRAFT-LoRA: Content-Style Personalization via Rank-Constrained Adaptation and Training-Free Fusion
Fuente:
arXiv
Saved in:
| Main Authors: | Li, Yu, Cai, Yujun, Zhang, Chi |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
K-LoRA: Unlocking Training-Free Fusion of Any Subject and Style LoRAs
by: Ouyang, Ziheng, et al.
Published: (2025)
by: Ouyang, Ziheng, et al.
Published: (2025)
ConsisLoRA: Enhancing Content and Style Consistency for LoRA-based Style Transfer
by: Chen, Bolin, et al.
Published: (2025)
by: Chen, Bolin, et al.
Published: (2025)
FreeLoRA: Enabling Training-Free LoRA Fusion for Autoregressive Multi-Subject Personalization
by: Zheng, Peng, et al.
Published: (2025)
by: Zheng, Peng, et al.
Published: (2025)
NP-LoRA: Null Space Projection for Subject-Style LoRA Fusion
by: Chen, Chuheng, et al.
Published: (2025)
by: Chen, Chuheng, et al.
Published: (2025)
Expanding the Content-Style Frontier: a Balanced Subspace Blending Approach for Content-Style LoRA Fusion
by: Huang, Linhao
Published: (2025)
by: Huang, Linhao
Published: (2025)
LoRA-Composer: Leveraging Low-Rank Adaptation for Multi-Concept Customization in Training-Free Diffusion Models
by: Yang, Yang, et al.
Published: (2024)
by: Yang, Yang, et al.
Published: (2024)
Null-LoRA: Low-Rank Adaptation on Null Space
by: Zhang, Yi, et al.
Published: (2025)
by: Zhang, Yi, et al.
Published: (2025)
Implicit Style-Content Separation using B-LoRA
by: Frenkel, Yarden, et al.
Published: (2024)
by: Frenkel, Yarden, et al.
Published: (2024)
LiON-LoRA: Rethinking LoRA Fusion to Unify Controllable Spatial and Temporal Generation for Video Diffusion
by: Zhang, Yisu, et al.
Published: (2025)
by: Zhang, Yisu, et al.
Published: (2025)
Subject or Style: Adaptive and Training-Free Mixture of LoRAs
by: Zhang, Jia-Chen, et al.
Published: (2025)
by: Zhang, Jia-Chen, et al.
Published: (2025)
CL-LoRA: Continual Low-Rank Adaptation for Rehearsal-Free Class-Incremental Learning
by: He, Jiangpeng, et al.
Published: (2025)
by: He, Jiangpeng, et al.
Published: (2025)
Dynamic Training-Free Fusion of Subject and Style LoRAs
by: Cao, Qinglong, et al.
Published: (2026)
by: Cao, Qinglong, et al.
Published: (2026)
1LoRA: Summation Compression for Very Low-Rank Adaptation
by: Quercia, Alessio, et al.
Published: (2025)
by: Quercia, Alessio, et al.
Published: (2025)
LoRA-X: Bridging Foundation Models with Training-Free Cross-Model Adaptation
by: Farhadzadeh, Farzad, et al.
Published: (2025)
by: Farhadzadeh, Farzad, et al.
Published: (2025)
UIR-LoRA: Achieving Universal Image Restoration through Multiple Low-Rank Adaptation
by: Zhang, Cheng, et al.
Published: (2024)
by: Zhang, Cheng, et al.
Published: (2024)
ICM-Fusion: In-Context Meta-Optimized LoRA Fusion for Multi-Task Adaptation
by: Shao, Yihua, et al.
Published: (2025)
by: Shao, Yihua, et al.
Published: (2025)
Meta-LoRA: Meta-Learning LoRA Components for Domain-Aware ID Personalization
by: Topal, Barış Batuhan, et al.
Published: (2025)
by: Topal, Barış Batuhan, et al.
Published: (2025)
ER-LoRA: Effective-Rank Guided Adaptation for Weather-Generalized Depth Estimation
by: Yan, Weilong, et al.
Published: (2025)
by: Yan, Weilong, et al.
Published: (2025)
LoRA of Change: Learning to Generate LoRA for the Editing Instruction from A Single Before-After Image Pair
by: Song, Xue, et al.
Published: (2024)
by: Song, Xue, et al.
Published: (2024)
Online-LoRA: Task-free Online Continual Learning via Low Rank Adaptation
by: Wei, Xiwen, et al.
Published: (2024)
by: Wei, Xiwen, et al.
Published: (2024)
ABM-LoRA: Activation Boundary Matching for Fast Convergence in Low-Rank Adaptation
by: Lee, Dongha, et al.
Published: (2025)
by: Lee, Dongha, et al.
Published: (2025)
ID-LoRA: Identity-Driven Audio-Video Personalization with In-Context LoRA
by: Dahan, Aviad, et al.
Published: (2026)
by: Dahan, Aviad, et al.
Published: (2026)
LangVision-LoRA-NAS: Neural Architecture Search for Variable LoRA Rank in Vision Language Models
by: Chitty-Venkata, Krishna Teja, et al.
Published: (2025)
by: Chitty-Venkata, Krishna Teja, et al.
Published: (2025)
Semantic Library Adaptation: LoRA Retrieval and Fusion for Open-Vocabulary Semantic Segmentation
by: Qorbani, Reza, et al.
Published: (2025)
by: Qorbani, Reza, et al.
Published: (2025)
HiLoRA: Hierarchical Low-Rank Adaptation for Personalized Federated Learning
by: Peng, Zihao, et al.
Published: (2026)
by: Peng, Zihao, et al.
Published: (2026)
LoRA-Edit: Controllable First-Frame-Guided Video Editing via Mask-Aware LoRA Fine-Tuning
by: Gao, Chenjian, et al.
Published: (2025)
by: Gao, Chenjian, et al.
Published: (2025)
LoRA-TTT: Low-Rank Test-Time Training for Vision-Language Models
by: Kojima, Yuto, et al.
Published: (2025)
by: Kojima, Yuto, et al.
Published: (2025)
Video2LoRA: Unified Semantic-Controlled Video Generation via Per-Reference-Video LoRA
by: Wu, Zexi, et al.
Published: (2026)
by: Wu, Zexi, et al.
Published: (2026)
Style Composition within Distinct LoRA modules for Traditional Art
by: Lee, Jaehyun, et al.
Published: (2025)
by: Lee, Jaehyun, 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)
by: Li, Zhiwen, et al.
Published: (2025)
Vision as LoRA
by: Wang, Han, et al.
Published: (2025)
by: Wang, Han, et al.
Published: (2025)
TAS-LoRA: Transformer Architecture Search with Mixture-of-LoRA Experts
by: Jeon, Jeimin, et al.
Published: (2026)
by: Jeon, Jeimin, et al.
Published: (2026)
Block-wise LoRA: Revisiting Fine-grained LoRA for Effective Personalization and Stylization in Text-to-Image Generation
by: Li, Likun, et al.
Published: (2024)
by: Li, Likun, et al.
Published: (2024)
PC-LoRA: Low-Rank Adaptation for Progressive Model Compression with Knowledge Distillation
by: Hwang, Injoon, et al.
Published: (2024)
by: Hwang, Injoon, et al.
Published: (2024)
RecycleLoRA: Rank-Revealing QR-Based Dual-LoRA Subspace Adaptation for Domain Generalized Semantic Segmentation
by: Cho, Chanseul, et al.
Published: (2026)
by: Cho, Chanseul, et al.
Published: (2026)
SV-RAG: LoRA-Contextualizing Adaptation of MLLMs for Long Document Understanding
by: Chen, Jian, et al.
Published: (2024)
by: Chen, Jian, et al.
Published: (2024)
FreeFuse: Multi-Subject LoRA Fusion via Adaptive Token-Level Routing at Test Time
by: Liu, Yaoli, et al.
Published: (2025)
by: Liu, Yaoli, et al.
Published: (2025)
TC-LoRA: Temporally Modulated Conditional LoRA for Adaptive Diffusion Control
by: Cho, Minkyoung, et al.
Published: (2025)
by: Cho, Minkyoung, et al.
Published: (2025)
Boosting Robust AIGI Detection with LoRA-based Pairwise Training
by: Xia, Ruiyang, et al.
Published: (2026)
by: Xia, Ruiyang, et al.
Published: (2026)
CA-LoRA: Concept-Aware LoRA for Domain-Aligned Segmentation Dataset Generation
by: Park, Minho, et al.
Published: (2025)
by: Park, Minho, et al.
Published: (2025)
Similar Items
-
K-LoRA: Unlocking Training-Free Fusion of Any Subject and Style LoRAs
by: Ouyang, Ziheng, et al.
Published: (2025) -
ConsisLoRA: Enhancing Content and Style Consistency for LoRA-based Style Transfer
by: Chen, Bolin, et al.
Published: (2025) -
FreeLoRA: Enabling Training-Free LoRA Fusion for Autoregressive Multi-Subject Personalization
by: Zheng, Peng, et al.
Published: (2025) -
NP-LoRA: Null Space Projection for Subject-Style LoRA Fusion
by: Chen, Chuheng, et al.
Published: (2025) -
Expanding the Content-Style Frontier: a Balanced Subspace Blending Approach for Content-Style LoRA Fusion
by: Huang, Linhao
Published: (2025)