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Wojciech Masarczyk

On consequences of finetuning on data with highly discriminative features

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Oct 30, 2023
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The Tunnel Effect: Building Data Representations in Deep Neural Networks

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May 31, 2023
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Classification and Self-Supervised Regression of Arrhythmic ECG Signals Using Convolutional Neural Networks

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Oct 25, 2022
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Reinforcement learning with experience replay and adaptation of action dispersion

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Jul 30, 2022
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Logarithmic Continual Learning

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Jan 17, 2022
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On robustness of generative representations against catastrophic forgetting

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Sep 04, 2021
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Multiband VAE: Latent Space Partitioning for Knowledge Consolidation in Continual Learning

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Jun 23, 2021
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Reinforcement learning for optimization of variational quantum circuit architectures

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Mar 30, 2021
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BinPlay: A Binary Latent Autoencoder for Generative Replay Continual Learning

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Nov 25, 2020
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Reducing catastrophic forgetting with learning on synthetic data

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Apr 29, 2020
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