630 citations · 978 across the 23 of their papers we have counts for
3 papers · 1 filter
OperatorNet: Recovering 3D Shapes From Difference Operators
Ruqi Huang, Marie-Julie Rakotosaona, Panos Achlioptas +2
This paper proposes a learning-based framework for reconstructing 3D shapes from functional operators, compactly encoded as small-sized matrices. To this end we introduce a novel n…
Latent Space Representation for Shape Analysis and Learning
Ruqi Huang, Panos Achlioptas, Leonidas Guibas +1
We propose a novel shape representation useful for analyzing and processing shape collections, as well for a variety of learning and inference tasks. Unlike most approaches that ca…
Understanding and Exploiting Object Interaction Landscapes
Sören Pirk, Vojtech Krs, Kaimo Hu +5
Interactions play a key role in understanding objects and scenes, for both virtual and real world agents. We introduce a new general representation for proximal interactions among…