point cloud generation

2 papers across 2 sessions

Poster Session 1

Wednesday, December 3, 2025 · 11:00 AM → 2:00 PM

APML: Adaptive Probabilistic Matching Loss for Robust 3D Point Cloud Reconstruction

#4503 · Sasan Sharifipour, Constantino Álvarez Casado, Mohammad Sabokrou, Miguel Bordallo Lopez

We propose APML, a differentiable and efficient loss for point cloud prediction tasks, approximating one-to-one matching using Sinkhorn iterations with adaptive temperature.

Poster Session 3

1 paper

Thursday, December 4, 2025 · 11:00 AM → 2:00 PM

Exhibit Hall C,D,E

Adaptive 3D Reconstruction via Diffusion Priors and Forward Curvature-Matching Likelihood Updates

#4601 Spotlight · Seunghyeok Shin, Dabin Kim, Hongki Lim