Excited to present new work on using diffusion priors for video amodal segmentation and content completion! with Kaihua Chen (lead author) and Deva Ramanan arXiv: arxiv.org/abs/2412.04623 project page: diffusion-vas.github.io

Reconstruct, Inpaint, Finetune: Dynamic Novel-view Synthesis from Monocular Videos TL;DR: CogNVS is a video diffusion model for dynamic novel-view synthesis, trained in a self-supervised manner using only 2D videos! - We first reconstruct input views with off-the-shelf SLAM

Excited to share recent work with Kaihua Chen and Deva Ramanan where we learn to do novel view synthesis for dynamic scenes in a self-supervised manner, only from 2D videos! webpage: cog-nvs.github.io arxiv: arxiv.org/abs/2507.12646 code (soon): github.com/Kaihua-Chen/co…