Daniel Marczak

6 papers · 2022–2025 · 4 conferences · across top CS/AI conferences

Achievements

🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🌍 Conference Polyglot (4) 🐝 Cross-Pollinator (12)

Conferences

ECCV (3) ICML (1) IJCAI (1) WACV (1)

Top co-authors

Tomasz Trzcinski (5) Sebastian Cygert (4) Bartlomiej Twardowski (3) Kamil Deja (1) Simone Magistri (1) Wojciech Łapacz (1) Filip Szatkowski (1) Paweł Wawrzyński (1) Grzegorz Rypeść (1) Andrew D. Bagdanov (1)

Keywords

catastrophic forgetting (2) continual learning (2) classification head (1) variational autoencoder (1) knowledge consolidation (1) latent space alignment (1) generative continual learning (1) representation learning (1) stability gap (1) knowledge transfer (1)

Papers

No Task Left Behind: Isotropic Model Merging with Common and Task-Specific Subspaces ICML 2025

Exploring the Stability Gap in Continual Learning: The Role of the Classification Head WACV 2025

Revisiting Supervision for Continual Representation Learning ECCV 2024

Category Adaptation Meets Projected Distillation in Generalized Continual Category Discovery ECCV 2024

MagMax: Leveraging Model Merging for Seamless Continual Learning ECCV 2024

Multiband VAE: Latent Space Alignment for Knowledge Consolidation in Continual Learning IJCAI 2022