4D Spatio-Temporal ConvNets: Minkowski Convolutional Neural Networks

Christopher Choy, JunYoung Gwak, Silvio Savarese · CVPR 2019 · 2019

DOI arXiv Code

Status
To read
Topics
backbones
Feeds
First paper · height sampling

What they did

Introduces generalized sparse convolution on sparse tensors, the open-source Minkowski Engine that implements it, and 4D spatio-temporal ConvNets for 3D video.

My note

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Code

Repository
NVIDIA/MinkowskiEngine
Framework
PyTorch
Licence
See the repository
My status
Not tried

BibTeX

@inproceedings{choy2019-minkowski,
  title = {{4D Spatio-Temporal ConvNets: Minkowski Convolutional Neural Networks}},
  author = {Christopher Choy and JunYoung Gwak and Silvio Savarese},
  booktitle = {CVPR 2019},
  year = {2019},
  doi = {10.1109/CVPR.2019.00319},
  eprint = {1904.08755},
  archivePrefix = {arXiv}
}