This repository aggregates research resources on 3D object detection focusing on LiDAR-based deep learning methods. It catalogs papers from top computer vision conferences (CVPR, ICCV, ECCV), organized datasets (KITTI, nuScenes, Waymo, Lyft), and related workshop materials. The list serves as a reference for researchers working on perception systems for autonomous vehicles.