Neural Discrete Representation Learning ​

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Authors: Aaron van den Oord, Oriol Vinyals, Koray Kavukcuoglu
Year: 2016
Journal: NeurIPS
DOI: 10.48550/arXiv.1711.00937
Publisher: https://arxiv.org/abs/1711.00937

Keywords: vq-vae, discrete representations

Abstract ​

We introduce a method to learn discrete representations of data using vector quantization.

Cite this paper ​

@misc{vqvae2016,
  title  = {Neural Discrete Representation Learning},
  author = {Aaron van den Oord, Oriol Vinyals, Koray Kavukcuoglu},
  year   = {2016},
  journal = {NeurIPS},
  doi    = {10.48550/arXiv.1711.00937},
  url    = {https://doi.org/10.48550/arXiv.1711.00937},
}

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