Daniel Marczak

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 9

Top Topics

Space Partitioning

Top Venues

Publications

Daniel Marczak, Bartlomiej Twardowski, Tomasz Trzcinski, Sebastian Cygert
MagMax: Leveraging Model Merging for Seamless Continual Learning. CoRR (2024)
Daniel Marczak, Sebastian Cygert, Tomasz Trzcinski, Bartlomiej Twardowski
Revisiting Supervision for Continual Representation Learning. CoRR (2023)
Daniel Marczak, Grzegorz Rypesc, Sebastian Cygert, Tomasz Trzcinski, Bartlomiej Twardowski
Generalized Continual Category Discovery. CoRR (2023)
Kamil Deja, Pawel Wawrzynski, Wojciech Masarczyk, Daniel Marczak, Tomasz Trzcinski
Multiband VAE: Latent Space Alignment for Knowledge Consolidation in Continual Learning. IJCAI (2022)
Wojciech Masarczyk, Pawel Wawrzynski, Daniel Marczak, Kamil Deja, Tomasz Trzcinski
Logarithmic Continual Learning. CoRR (2022)
Wojciech Masarczyk, Pawel Wawrzynski, Daniel Marczak, Kamil Deja, Tomasz Trzcinski
Logarithmic Continual Learning. IEEE Access 10 (2022)
Kamil Deja, Pawel Wawrzynski, Daniel Marczak, Wojciech Masarczyk, Tomasz Trzcinski
Multiband VAE: Latent Space Partitioning for Knowledge Consolidation in Continual Learning. CoRR (2021)
Kamil Deja, Pawel Wawrzynski, Daniel Marczak, Wojciech Masarczyk, Tomasz Trzcinski
BinPlay: A Binary Latent Autoencoder for Generative Replay Continual Learning. IJCNN (2021)
Kamil Deja, Pawel Wawrzynski, Daniel Marczak, Wojciech Masarczyk, Tomasz Trzcinski
BinPlay: A Binary Latent Autoencoder for Generative Replay Continual Learning. CoRR (2020)