A latent space exploration for microscopic skin lesion augmentations with VQ-VAE-2 and PixelSNAIL

Alessio Gallucci, Nicola Pezzotti, Dmitry Znamenskiy, Milan Petkovic. A latent space exploration for microscopic skin lesion augmentations with VQ-VAE-2 and PixelSNAIL. In Ivana Isgum, Bennett A. Landman, editors, Medical Imaging 2021: Image Processing, Online, February 15-19, 2021. Volume 11596 of SPIE Proceedings, SPIE, 2021. [doi]

@inproceedings{GallucciPZP21,
  title = {A latent space exploration for microscopic skin lesion augmentations with VQ-VAE-2 and PixelSNAIL},
  author = {Alessio Gallucci and Nicola Pezzotti and Dmitry Znamenskiy and Milan Petkovic},
  year = {2021},
  doi = {10.1117/12.2580664},
  url = {https://doi.org/10.1117/12.2580664},
  researchr = {https://researchr.org/publication/GallucciPZP21},
  cites = {0},
  citedby = {0},
  booktitle = {Medical Imaging 2021: Image Processing, Online, February 15-19, 2021},
  editor = {Ivana Isgum and Bennett A. Landman},
  volume = {11596},
  series = {SPIE Proceedings},
  publisher = {SPIE},
  isbn = {9781510640221},
}