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NADE (2016)

  • Problem: predict the next pixel given the previous pixels.
  • Solution: Recurrent Neural Network.

image

Reference

@article{uria2016neural,
  title={Neural autoregressive distribution estimation},
  author={Uria, Benigno and C{\^o}t{\'e}, Marc-Alexandre and Gregor, Karol and Murray, Iain and Larochelle, Hugo},
  journal={The Journal of Machine Learning Research},
  volume={17},
  number={1},
  pages={7184--7220},
  year={2016},
  publisher={JMLR. org}
}