3/3 While (a) 'FlowR (Initial)' helps to disambiguate geometry, many artifacts remain. FlowR fixes these with a multi-view, flow matching model that maps incorrect renderings to ground truth (b).

1/3 Introducing FlowR 🌸: Flowing from Sparse to Dense 3D Reconstructions

We learn a direct mapping between incorrect renderings and their corresponding ground-truth images, augmenting scene captures with consistent novel, generated views to improve reconstruction quality.

That‘s a wrap! Thanks to the organizers of @neuripsconf.bsky.social for putting together an amazing conference. See you soon Vancouver (what a beautiful venue!)