🎞️MoVieS: Motion-Aware 4D Dynamic
View Synthesis in One Second

ICLR 2026 Submission #3392

📸   Novel View Synthesis   📸

Input Video Predicted Motion Novel View Synthesis
Input Video Predicted Motion Novel View Synthesis
Input Video Predicted Motion Novel View Synthesis
Input Video Predicted Motion Novel View Synthesis
Input Video Predicted Motion Novel View Synthesis
Input Video Predicted Motion Novel View Synthesis
Input Video Predicted Motion Novel View Synthesis
Input Video Predicted Motion Novel View Synthesis
Input Video Predicted Motion Novel View Synthesis
Input Video Predicted Motion Novel View Synthesis

📍   3D Point Tracking   📍

Point Tracking Predicted Depth Predicted Motion
Point Tracking Predicted Depth Predicted Motion
Point Tracking Predicted Depth Predicted Motion
Point Tracking Predicted Depth Predicted Motion
Point Tracking Predicted Depth Predicted Motion
Point Tracking Predicted Depth Predicted Motion
Point Tracking Predicted Depth Predicted Motion
Point Tracking Predicted Depth Predicted Motion

🌊   Scene Flow Estimation   🌊

Input Video Predicted Depth Predicted Motion Predicted Flow
Input Video Predicted Depth Predicted Motion Predicted Flow
Input Video Predicted Depth Predicted Motion Predicted Flow
Input Video Predicted Depth Predicted Motion Predicted Flow
Input Video Predicted Depth Predicted Motion Predicted Flow
Input Video Predicted Depth Predicted Motion Predicted Flow

✂️   Moving Object Segmentation   ✂️

Input Video Predicted Depth Predicted Motion Moving Object Segmentation
Input Video Predicted Depth Predicted Motion Moving Object Segmentation
Input Video Predicted Depth Predicted Motion Moving Object Segmentation
Input Video Predicted Depth Predicted Motion Moving Object Segmentation
Input Video Predicted Depth Predicted Motion Moving Object Segmentation
Input Video Predicted Depth Predicted Motion Moving Object Segmentation