no code implementations • 9 Feb 2023 • Filip Szatkowski, Karol J. Piczak, Przemysław Spurek, Jacek Tabor, Tomasz Trzciński
Implicit Neural Representations (INRs) are nowadays used to represent multimedia signals across various real-life applications, including image super-resolution, image compression, or 3D rendering.
no code implementations • 3 Nov 2022 • Filip Szatkowski, Karol J. Piczak, Przemysław Spurek, Jacek Tabor, Tomasz Trzciński
Implicit neural representations (INRs) are a rapidly growing research field, which provides alternative ways to represent multimedia signals.
1 code implementation • 16 Jun 2022 • Maciej Wołczyk, Karol J. Piczak, Bartosz Wójcik, Łukasz Pustelnik, Paweł Morawiecki, Jacek Tabor, Tomasz Trzciński, Przemysław Spurek
We introduce a new training paradigm that enforces interval constraints on neural network parameter space to control forgetting.