# One-shot active learning for image segmentation via contrastive learning and diversity-based sampling

> Research article (Knowledge-Based Systems, 2022) · cited 50× · AI/ML

**Wikidata**: [openalex:W4210364185](https://www.wikidata.org/wiki/openalex:W4210364185)  
**Source**: https://4ort.xyz/entity/one-shot-active-learning-for-image-segmentation-via-contrastive-learning-and-diversity-based-sampling