Search Results for author: Bartosz Cywiński

Found 2 papers, 2 papers with code

GUIDE: Guidance-based Incremental Learning with Diffusion Models

1 code implementation6 Mar 2024 Bartosz Cywiński, Kamil Deja, Tomasz Trzciński, Bartłomiej Twardowski, Łukasz Kuciński

We introduce GUIDE, a novel continual learning approach that directs diffusion models to rehearse samples at risk of being forgotten.

Continual Learning Incremental Learning

Adapt & Align: Continual Learning with Generative Models Latent Space Alignment

1 code implementation21 Dec 2023 Kamil Deja, Bartosz Cywiński, Jan Rybarczyk, Tomasz Trzciński

In this work, we introduce Adapt & Align, a method for continual learning of neural networks by aligning latent representations in generative models.

Continual Learning

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