ML Anthology

Masarczyk, Wojciech

5 publications

NeurIPSW 2023 On Consequences of Finetuning on Data with Highly Discriminative Features Wojciech Masarczyk, Tomasz Trzcinski, Mateusz Ostaszewski
NeurIPS 2023 The Tunnel Effect: Building Data Representations in Deep Neural Networks Wojciech Masarczyk, Mateusz Ostaszewski, Ehsan Imani, Razvan Pascanu, Piotr Miłoś, Tomasz Trzcinski
IJCAI 2022 Multiband VAE: Latent Space Alignment for Knowledge Consolidation in Continual Learning Kamil Deja, Pawel Wawrzynski, Wojciech Masarczyk, Daniel Marczak, Tomasz Trzcinski
NeurIPS 2021 Reinforcement Learning for Optimization of Variational Quantum Circuit Architectures Mateusz Ostaszewski, Lea M. Trenkwalder, Wojciech Masarczyk, Eleanor Scerri, Vedran Dunjko
CVPRW 2020 Reducing Catastrophic Forgetting with Learning on Synthetic Data Wojciech Masarczyk, Ivona Tautkute