2016 3D Reconstruction Paper Sparks Debate on Top-K Loss Origins

Researchers are tracing the origins of the top-K training objective, noting that the Min-of-N loss concept used in a 2016 3D reconstruction paper predates similar techniques like IMILE.

2026-08-04 ~ 2026-08-04 · 2 related posts

• A 2016 3D reconstruction paper reappears in a debate over top-K losses — YouJiacheng · 2026-08-04
• 2016 3D point-cloud paper used a Min-of-N loss to model shape ambiguity — YouJiacheng · 2026-08-04