Really excited to put together this @CVPR workshop on "4D Vision: Modeling the Dynamic World" -- one of the most fascinating areas in computer vision today! We've invited incredible researchers who are leading fantastic work at various related fields.

"I'm too slow at ML research" - every researcher ever. Over years of trying different strategies, I've landed on a few that have really helped me. I've written them down here, hoping it helps others & becomes a community resource!

I’ve dreamt of creating a tool that could animate anyone with any motion from just ONE image… and now it’s a reality! 🎉 Super excited to introduce updated 3DHM: Synthesizing Moving People with 3D Control. 🕺💃3DHM can generate human videos from a single real or synthetic human image. #Animation #GenAI #AI #3DHM ✨ The magic of 3D control? Turning 2D pixels into lifelike, animated humans. 🎥 Check out our demo (and Merry Christmas)! Paper: Github: Webpage: Proudly working with the great @JunmingChenleo, @brjathu, @YGandelsman, Alyosha Efros and @JitendraMalikCV😃 Kindly note: This video is intended solely for research purposes and is not authorized for commercial use.

What happens when you train a video generation model to be conditioned on motion? Turns out you can perform "motion prompting," just like you might prompt an LLM! Doing so enables many different capabilities. Here’s a few examples – check out this thread 🧵 for more results!