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.

What is your opinion on the summarized work? Or do you know related work that is of interest? Let me know your thoughts in the comments below: