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Repo for CV algorithms

For details of each algorithm, please refer to algo\*.

Datasets are by default assumed to be located at dataset/*

Algorithm Implemented

  • Fast style transfer [code]
  • SAGAN [code]

References

Aaron van den Oord et al. Representation Learning with Contrastive Predictive Coding

Justin Johnson et al. Perceptual Losses for Real-Time Style Transfer and Super-Resolution

Han Zhang et al. Self-Attention Generative Adversarial Networks. In ICML 2019.

Takeru Miyato et al. Spectral Normalization for Generative Adversarial Networks. In ICLR 2018

Yuichi Yoshida et al. Spectral Norm Regularization for Improving the Generalizability of Deep Learning

Harm de Vries, Florian Strub et al. Modulating early visual processing by language

Takeru Miyato, Masanori Koyama. cGANs with Projection Discriminator

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