PhD Thesis Defense

Abstract: A core challenge in vision is building representations that capture 3D scenes over time for both perception and generation. This thesis studies consistency across views, time, and modalities by moving from dense grid-based representations toward entity-centric scene representations that can be maintained across frames and used for interactive generation. The first part of the [...]