This repository maintains an organized collection of academic papers on monocular 3D object detection, a computer vision task that estimates 3D bounding boxes from single images. The list spans publications from major venues including CVPR, NeurIPS, ICCV, and ECCV, covering methods ranging from early architectures to recent diffusion-based approaches. It serves as a reference resource for researchers tracking developments in this subfield.