3D Scene Understanding and Prediction

Project Overview

Exploring advanced methods for world modeling that integrate 3D scene understanding with temporal prediction capabilities using modern neural representations.

Research Focus

This work investigates how neural representations can be used to model both spatial structure and temporal evolution of 3D scenes, with potential applications in robotics and autonomous systems.

Key Areas:

• Neural 3D scene representations
• Temporal dynamics modeling
• Scene reconstruction and prediction

Target Publication

CVPR 2026 - Research in progress on unified approaches to scene understanding and future prediction.