activity
20172023
most citedSet Transformer: A Framework for Attention-based Permutation-Invariant Neural Networks

150 citations · 589 across the 15 of their papers we have counts for

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Showing 2021Show all

2 papers · 1 filter

cs.CV2021★ 29 cited

Decomposing 3D Scenes into Objects via Unsupervised Volume Segmentation

Karl Stelzner, Kristian Kersting, Adam R. Kosiorek

We present ObSuRF, a method which turns a single image of a scene into a 3D model represented as a set of Neural Radiance Fields (NeRFs), with each NeRF corresponding to a differen…

stat.ML2021★ 27 cited

NeRF-VAE: A Geometry Aware 3D Scene Generative Model

Adam R. Kosiorek, Heiko Strathmann, Daniel Zoran +4

We propose NeRF-VAE, a 3D scene generative model that incorporates geometric structure via NeRF and differentiable volume rendering. In contrast to NeRF, our model takes into accou…