Alexandr Notchenko, Ermek Kapushev, Evgeny Burnaev. Sparse 3D Convolutional Neural Networks for Large-Scale Shape Retrieval. CoRR, 2016.

Notchenko present PySparseConvNet, a Python interface for SparseConvNet as introduced by Graham in []. They further conduct several experiments for shape retrieval and shape classification also investigating the influence of the resolution, see the paper for details.

  • [] B. Graham. Spatially-sparse convolutional neural networks. arXiv preprint arXiv:1409.6070, 2014.
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