Film once. Move the camera later. 🎥
Our video model reconstructs what you see and generates what you don’t. Feed it a rough 4D reconstruction, get back a dynamic world you can explore in real time!
Led by the amazing @liyuan_zz. Come see how at #NeurIPS2026!
Glad to share that World from Motion has been accepted to #NeurIPS2026! We’re releasing the code, model weights and DyCheck reproduction scripts:
Code: github.com/GradientSpaces…
Model weights: huggingface.co/liyzzz/World-f…
See you in Sydney 🌏🇦🇺🐨!
#neurips2026 #NVIDIA @alextrevith



