Neural rendering has received tremendous attention since the advent of Neural Radiance Fields (NeRF), and has pushed the state-of-the-art on novel-view synthesis considerably. The recent focus has been on models that overfit to a single scene, and the few attempts to learn models that can ...
Writers: Mohammed Suhail, Carlos Esteves, Leonid Sigal, Ameesh Makadia PDF:Generalizable Patch-Based Neural Rendering Abstract Neural rendering has received tremendous attention since the advent of Neural Radiance Fields (NeRF), and has pushed the state-of-the-art on novel-view synthesis considerably...
0.743 24.04/0.651 23.44/0.731 Poisson α = 3.5 27.11/0.837 26.31/0.809 22.26/0.762 Speckle σ2 = 0.04 28.61/0.871 28.40/0.869 18.95/0.707 from the frozen CLIP RN50 exhibit favorable properties, they lack crucial details of the input image, rendering them ineffective for standalone restoration....
A. Beygelzimer, Y. N. Dauphin, et al. (Eds.),Proceedings of the 35th international conference on neural information processing systems(pp. 6155–6170). Red Hook: Curran Associates.