Tara: Token-aware lora for composable personalization in diffusion models

Yuqi Peng, Lingtao Zheng, Yufeng Yang, Yi Huang, Mingfu Yan, Jianzhuang Liu, Shifeng Chen · 2025 · arXiv 2508.08812

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cs.CV · 2026-06-02 · unverdicted · novelty 6.0

Prompt-aware weighting strategies W-Switch and W-Composite improve multi-concept LoRA composition in diffusion models without training.

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Training-Free Multi-Concept LoRA Composition with Prompt-Aware Weighting cs.CV · 2026-06-02 · unverdicted · none · ref 40
Prompt-aware weighting strategies W-Switch and W-Composite improve multi-concept LoRA composition in diffusion models without training.