# Look-Ahead Training with Learned Reflectance Loss for Single-Image SVBRDF Estimation

> Research article (ACM Transactions on Graphics, 2022) · cited 27× · AI/ML

**Wikidata**: [openalex:W4311802430](https://www.wikidata.org/wiki/openalex:W4311802430)  
**Source**: https://4ort.xyz/entity/look-ahead-training-with-learned-reflectance-loss-for-single-image-svbrdf-estimation