Update README.md

README.md

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----
-license: apache-2.0
----
+---
+license: apache-2.0
+pipeline_tag: text-to-image
+arxiv: 2603.21085
+tags:
+- image-generation
+- generative-models
+---
+
+# Taming Sampling Perturbations with Variance Expansion Loss for Latent Diffusion Models (CVPR 2026)
+
+[paper](https://arxiv.org/abs/2603.21085) | [code](https://github.com/CVL-UESTC/VE-Loss)
+
+If you find our work useful, please consider citing:
+```bibtex
+@article{li2026taming,
+  title={Taming Sampling Perturbations with Variance Expansion Loss for Latent Diffusion Models},
+  author={Li, Qifan and Zhou, Xingyu and Zhang, Jinhua and You, Weiyi and Gu, Shuhang},
+  journal={arXiv preprint arXiv:2603.21085},
+  year={2026}
+}