2 papers
cs.LG2024
Towards a theory of learning dynamics in deep state space models
Jakub Smékal, Jimmy T. H. Smith, Michael Kleinman +2
State space models (SSMs) have shown remarkable empirical performance on many long sequence modeling tasks, but a theoretical understanding of these models is still lacking. In thi…
cs.SD2024
Voice EHR: Introducing Multimodal Audio Data for Health
James Anibal, Hannah Huth, Ming Li +27
Artificial intelligence (AI) models trained on audio data may have the potential to rapidly perform clinical tasks, enhancing medical decision-making and potentially improving outc…