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README.md

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+# Conditional LoRAdapter for Efficient 0-Shot Control & Altering of T2I Models
+
+[![Project Page](https://img.shields.io/badge/Project-Page-blue)](https://compvis.github.io/LoRAdapter/)[![Paper](https://img.shields.io/badge/arXiv-PDF-b31b1b)](https://arxiv.org/abs/2405.07913)
+
+This repository contains the weights for the paper "CTRLorALTer: Conditional LoRAdapter for Efficient 0-Shot Control & Altering of T2I Models".
+
+[Nick Stracke](https://twitter.com/nickstracke_), [Stefan Andreas Baumann](https://stefan-baumann.eu/), [Joshua Susskind](https://twitter.com/jsusskin), [Miguel Angel Bautista](https://twitter.com/itsbautistam), [Björn Ommer](https://ommer-lab.com/people/ommer/)
+
+We present LoRAdapter, an approach that unifies both style and structure conditioning under the same formulation using a novel conditional LoRA block that enables zero-shot control.
+LoRAdapter is an efficient, powerful, and architecture-agnostic approach to condition text-to-image diffusion models, which enables fine-grained control conditioning during generation and outperforms recent state-of-the-art approaches.
+
+## 🎓 Citation
+
+If you use this codebase or otherwise found our work valuable, please cite our paper:
+
+```bibtex
+@misc{stracke2024loradapter,
+  title={CTRLorALTer: Conditional LoRAdapter for Efficient 0-Shot Control & Altering of T2I Models},
+  author={Nick Stracke and Stefan Andreas Baumann and Joshua Susskind and Miguel Angel Bautista and Björn Ommer},
+  year={2024},
+  eprint={2405.07913},
+  archivePrefix={arXiv},
+  primaryClass={cs.CV}
+}
+```