Xingqiao An

MIDI: Multi-Instance Diffusion for Single Image to 3D Scene Generation

This paper introduces MIDI, a novel paradigm for compositional 3D scene generation from a single image. Unlike existing methods that rely on reconstruction or retrieval techniques or recent approaches that employ multi-stage object-by-object generation, MIDI extends pre-trained image-to-3D object ge…