1.2k citations · 2k across the 56 of their papers we have counts for
3 papers · 2 filters
3D Shape Induction from 2D Views of Multiple Objects
Matheus Gadelha, Subhransu Maji, Rui Wang
In this paper we investigate the problem of inducing a distribution over three-dimensional structures given two-dimensional views of multiple objects taken from unknown viewpoints.…
3D Shape Segmentation with Projective Convolutional Networks
Evangelos Kalogerakis, Melinos Averkiou, Subhransu Maji +1
This paper introduces a deep architecture for segmenting 3D objects into their labeled semantic parts. Our architecture combines image-based Fully Convolutional Networks (FCNs) and…
Adapting Models to Signal Degradation using Distillation
Jong-Chyi Su, Subhransu Maji
Model compression and knowledge distillation have been successfully applied for cross-architecture and cross-domain transfer learning. However, a key requirement is that training e…