BetterScene: 3D Scene Synthesis with Representation-Aligned Generative Model

BetterScene is a new AI approach that enhances 3D scene synthesis and novel view generation from sparse photos by leveraging Stable Video Diffusion with improved regularization techniques. The method integrates 3D Gaussian Splatting and addresses consistency issues in existing diffusion-based solutions through temporal equivariance and vision foundation model alignment.