2 papers
cs.LG2026
Tucker Attention: A generalization of approximate attention mechanisms
Timon Klein, Jonas Kusch, Sebastian Sager +2
The pursuit of reducing the memory footprint of the self-attention mechanism in multi-headed self attention (MHA) spawned a rich portfolio of methods, e.g., group-query attention (…
cs.LG2026
Mitigating Subject Dependency in EEG Decoding with Subject-Specific Low-Rank Adapters
Timon Klein, Piotr Minakowski, Sebastian Sager +1
Subject-specific distribution shifts represent a fundamental obstacle to developing foundation models for brain decoding. We propose the Subject-Specific Low-Rank Adapter (SuLoRA),…