Lift4D: Harmonizing Single-View 3D Estimation for 4D Reconstruction In-the-Wild

AI & Machine Learning, Computer Vision & Multimodal(lift4d.github.io)view on HackerNews
3D estimation4D reconstructioncomputer visionmultimodalimage-to-3DGaussian Splattingdiffusion priorocclusion-aware optimization

Author: ilreb

Date: 6/23/2026

Article Summary:
Lift4D is a test-time optimization framework that reconstructs the full geometry, appearance, and deformation of dynamic objects in a scene from a single monocular in-the-wild video.