Poincar3: Open-Source Self-Distillation Yields Emergent 3D Geometry Understanding

Researchers from Chalmers, IP Paris, Linköping and University of Bordeaux have open-sourced Poincar3, a 3D self-supervised learning framework that uses multi-view self-distillation to make geometric understanding emerge without explicit supervision.

2026-11-07 ~ 2026-11-07 · 2 related posts

• Poincar3: 3D Self-Supervised Learning via Multi-View Self-Distillation — rsasaki0109 · 2026-11-07
• Poincar3: multi-view self-distillation yields emergent 3D geometry, code on GitHub — rsasaki0109 · 2026-11-07