Learning Low-shot facial representations via 2D warping

This addresses face recognition in low-shot scenarios, but appears incremental as it focuses on a specific module without claiming major breakthroughs.

The paper tackled the problem of one-shot face recognition by studying the influence of a 2D warping module, but no concrete results or numbers were provided in the abstract.