---
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}
}