Learning to Sample

Oren Dovrat, Itai Lang, Shai Avidan · CVPR 2019 · 2019

DOI arXiv Code

Status

To read

Topics

sampling

Feeds

First paper · height sampling, P1 · ICCV 2027

What they did

Shows that farthest point sampling is not the best choice for downstream tasks and proposes S-NET, a network that learns to simplify a point cloud for a given task.

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Code

Repository

orendv/learning_to_sample

Framework

TensorFlow

Licence

See the repository

My status

Not tried

BibTeX

@inproceedings{dovrat2019-learning-to-sample,
  title = {{Learning to Sample}},
  author = {Oren Dovrat and Itai Lang and Shai Avidan},
  booktitle = {CVPR 2019},
  year = {2019},
  doi = {10.1109/CVPR.2019.00287},
  eprint = {1812.01659},
  archivePrefix = {arXiv}
}