6 citations · 11 across the 3 of their papers we have counts for
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cs.LG2023
Hypernetworks build Implicit Neural Representations of Sounds
Filip Szatkowski, Karol J. Piczak, Przemysław Spurek +2
Implicit Neural Representations (INRs) are nowadays used to represent multimedia signals across various real-life applications, including image super-resolution, image compression,…
cs.LG2022★ 6 cited
Continual Learning with Guarantees via Weight Interval Constraints
Maciej Wołczyk, Karol J. Piczak, Bartosz Wójcik +5
We introduce a new training paradigm that enforces interval constraints on neural network parameter space to control forgetting. Contemporary Continual Learning (CL) methods focus…