This repository serves as a study notes and triage system for 3D machine learning research papers. It organizes resources by representation type (multi-view images, volumetric, point cloud, polygonal mesh, primitive-based) and by task including pose estimation, classification, detection, segmentation, and 3D synthesis/reconstruction. The repo includes links to related papers via Connected Papers visualization and maintains an active Slack community for collaboration.