{"componentChunkName":"component---src-templates-publication-js","path":"/research/selfe-cvpr2026/","result":{"pageContext":{"publication":{"id":"selfe-cvpr2026","title":"Self-Evaluation Unlocks Any-Step Text-to-Image Generation","authors":["Xin Yu","Xiaojuan Qi","Zhengqi Li","Kai Zhang","Richard Zhang","Zhe Lin","Eli Shechtman","Tianyu Wang","Yotam Nitzan"],"highlightAuthor":"Tianyu Wang","venue":"CVPR","year":2026,"tldr":"A from-scratch training approach for text-to-image generation that supports any-step inference using self-evaluation mechanism.","links":{"paper":"https://arxiv.org/abs/2512.22374","project":"https://xinyu-andy.github.io/SelfE-project/"},"insight":"Introduces a self-evaluation mechanism that enables high-quality text-to-image generation at any number of inference steps without a pretrained teacher, bridging the gap between fast few-step and high-quality many-step generation.","teaser":"https://xinyu-andy.github.io/SelfE-project/gif1.gif","interactiveDemo":"selfe-steps","bibtex":"@article{yu2025selfe,\n  title={Self-Evaluation Unlocks Any-Step Text-to-Image Generation},\n  author={Yu, Xin and Qi, Xiaojuan and Li, Zhengqi and Zhang, Kai and Zhang, Richard and Lin, Zhe and Shechtman, Eli and Wang, Tianyu and Nitzan, Yotam},\n  journal={arXiv preprint arXiv:2512.22374},\n  year={2025}\n}","role":"Co-Lead","authorMarkers":{"Xiaojuan Qi":["†"],"Tianyu Wang":["†"],"Yotam Nitzan":["†"]},"markerLegend":{"†":"Project lead"},"version":"arXiv version linked; publication venue as listed above"}}},"staticQueryHashes":["63159454"]}