# LED<sup>2</sup>-Net: Monocular 360° Layout Estimation via Differentiable Depth Rendering

> Research article (2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2021) · cited 45× · AI/ML

**Wikidata**: [openalex:W3186500138](https://www.wikidata.org/wiki/openalex:W3186500138)  
**Source**: https://4ort.xyz/entity/led-sup-2-sup-net-monocular-360-layout-estimation-via-differentiable-depth-rendering