Szymon Knop

Publication Activity (10 Years)

Years Active: 2018-2022
Publications (10 Years): 11

Top Topics

Generative Model

Textured Images

Top Venues

J. Mach. Learn. Res.

Comput. Vis. Image Underst.

Publications

Szymon Knop, Marcin Mazur, Przemyslaw Spurek, Jacek Tabor, Igor T. Podolak
Generative models with kernel distance in data space. Neurocomputing 487 (2022)
Marcin Mazur, Lukasz Pustelnik, Szymon Knop, Patryk Pagacz, Przemyslaw Spurek
Target layer regularization for continual learning using Cramer-Wold distance. Inf. Sci. 609 (2022)
Lukasz Struski, Szymon Knop, Przemyslaw Spurek, Wiktor Daniec, Jacek Tabor
LocoGAN - Locally convolutional GAN. Comput. Vis. Image Underst. 221 (2022)
Szymon Knop, Przemyslaw Spurek, Marcin Mazur, Jacek Tabor, Igor T. Podolak
Batch Size Reconstruction-Distribution Trade-Off In Kernel Based Generative Autoencoders. ICIP (2022)
Marcin Mazur, Lukasz Pustelnik, Szymon Knop, Patryk Pagacz, Przemyslaw Spurek
Target Layer Regularization for Continual Learning Using Cramer-Wold Generator. CoRR (2021)
Szymon Knop, Przemyslaw Spurek, Jacek Tabor, Igor T. Podolak, Marcin Mazur, Stanislaw Jastrzebski
Cramer-Wold Auto-Encoder. J. Mach. Learn. Res. 21 (2020)
Szymon Knop, Marcin Mazur, Przemyslaw Spurek, Jacek Tabor, Igor T. Podolak
Generative models with kernel distance in data space. CoRR (2020)
Lukasz Struski, Szymon Knop, Jacek Tabor, Wiktor Daniec, Przemyslaw Spurek
LocoGAN - Locally Convolutional GAN. CoRR (2020)
Przemyslaw Spurek, Szymon Knop, Jacek Tabor, Igor T. Podolak, Bartosz Wójcik
One-element Batch Training by Moving Window. CoRR (2019)
Szymon Knop, Marcin Mazur, Jacek Tabor, Igor T. Podolak, Przemyslaw Spurek
Sliced generative models. CoRR (2019)
Jacek Tabor, Szymon Knop, Przemyslaw Spurek, Igor T. Podolak, Marcin Mazur, Stanislaw Jastrzebski
Cramer-Wold AutoEncoder. CoRR (2018)