ServiceNow Research

Semi-supervised Learning

SSR: Semi-supervised Soft Rasterizer for single-view 2D to 3D Reconstruction
Recent work has made significant progress in learning object meshes with weak supervision. Soft Rasterization methods have achieved …
Accurate Supervised and Semi-Supervised Machine Reading for Long Documents
We introduce a hierarchical architecture for machine reading capable of extracting precise information from long documents. The model …