# ManiTrans: Entity-Level Text-Guided Image Manipulation via Token-wise Semantic Alignment and Generation

> Research article (2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2022) · cited 15× · AI/ML

**Wikidata**: [openalex:W4312931308](https://www.wikidata.org/wiki/openalex:W4312931308)  
**Source**: https://4ort.xyz/entity/manitrans-entity-level-text-guided-image-manipulation-via-token-wise-semantic-alignment-and-generation