Authors: Jonas Schult, Francis Engelmann, Theodora Kontogianni, Bastian Leibe
Conv->(euclidean+geodesic) convs
Pooling->mesh simplification
6% mIoU increase and a nice paper!
#CVPR2020
![](https://pbs.twimg.com/media/EaxDSNOU8AIp-Zo.jpg)
![](https://pbs.twimg.com/media/EaxDSNPU4AE5CSM.jpg)
![](https://pbs.twimg.com/media/EaxDSNPVcAA7OvY.jpg)
Authors: Nenglun Chen, Lingjie Liu, Zhiming Cui, Runnan Chen, Duygu Ceylan, Changhe Tu, Wenping Wang
Like categorical SIFT points in point clouds, for matching, recon, interpolation and more!
#CVPR2020
![](https://pbs.twimg.com/media/EaxEMiCUYAEgH9b.jpg)
Authors: Sai Bi, Zexiang Xu, Kalyan Sunkavalli, David Kriegman, Ravi Ramamoorthi
You need only 6 images to capture both the geometry and the SVBRDF of an object! Hello (shiny) kitty :)
#CVPR2020
![](https://pbs.twimg.com/media/EaxFJytVAAAix69.jpg)
Authors: Kyle Genova, Forrester Cole, Avneesh Sud, Aaron Sarna, Thomas Funkhouser
The SIF ellipsoids of last year become DIF this year, containing local deep features and increasing reconstruction capability.
#CVPR2020
![](https://pbs.twimg.com/media/EaxF-71UYAEnMGG.jpg)
Authors: Kaichun Mo, Paul Guerrero, Li Yi, Hao Su, Peter Wonka, Niloy J. Mitra, Leonidas J. Guibas
Let's extract the edits from a parse tree of a boxelized object with a VAE. Only box parameters and +/- nodes.
#CVPR2020
![](https://pbs.twimg.com/media/EaxHayRUEAADh88.jpg)
cv-foundation.org/openaccess/con…
Non-CVPR2020 :)
![](https://pbs.twimg.com/media/EaxJCprUEAA9VrO.jpg)