Daniel Marczak
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
8
Venues
6
Active years
2021–2025
Best venue rank
A*
Where they publish
Papers
8 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2025 | ICML | No Task Left Behind: Isotropic Model Merging with Common and Task-Specific Subspaces. | Daniel Marczak, Simone Magistri, Sebastian Cygert, Bartlomiej Twardowski, Andrew D. Bagdanov, Joost van de Weijer |
| 2025 | WACV | Exploring the Stability Gap in Continual Learning: The Role of the Classification Head. | Wojciech Lapacz, Daniel Marczak, Filip Szatkowski, Tomasz Trzcinski |
| 2025 | SDM | Parameter-Efficient Interventions for Enhanced Model Merging. | Marcin Osial, Daniel Marczak, Bartosz Zielmski |
| 2024 | ECCV | Revisiting Supervision for Continual Representation Learning. | Daniel Marczak, Sebastian Cygert, Tomasz Trzcinski, Bartlomiej Twardowski |
| 2024 | ECCV | MAGMAX: Leveraging Model Merging for Seamless Continual Learning. | Daniel Marczak, Bartlomiej Twardowski, Tomasz Trzcinski, Sebastian Cygert |
| 2024 | ECCV | Category Adaptation Meets Projected Distillation in Generalized Continual Category Discovery. | Grzegorz Rypesc, Daniel Marczak, Sebastian Cygert, Tomasz Trzcinski, Bartlomiej Twardowski |
| 2022 | IJCAI | Multiband VAE: Latent Space Alignment for Knowledge Consolidation in Continual Learning. | Kamil Deja, Pawel Wawrzynski, Wojciech Masarczyk, Daniel Marczak, Tomasz Trzcinski |
| 2021 | IJCNN | BinPlay: A Binary Latent Autoencoder for Generative Replay Continual Learning. | Kamil Deja, Pawel Wawrzynski, Daniel Marczak, Wojciech Masarczyk, Tomasz Trzcinski |