activity
20182026
most citedA Deep Learning Approach with an Attention Mechanism for Automatic Sleep Stage Classification

11 citations · 11 across the 4 of their papers we have counts for

collaborators
Showing cs.LGShow all

2 papers · 1 filter

cs.LG2026

Gradient-Momentum Coupling: A Parameter-Space Proxy for Learning Progress

Samuel Blad, Martin Längkvist, Amy Loutfi

Measuring learning progress is at the core of curiosity-driven exploration, which rewards an agent for going where its model is still learning. However, the abstract notion of lear…

cs.LG2018★ 11 cited

A Deep Learning Approach with an Attention Mechanism for Automatic Sleep Stage Classification

Martin Längkvist, Amy Loutfi

Automatic sleep staging is a challenging problem and state-of-the-art algorithms have not yet reached satisfactory performance to be used instead of manual scoring by a sleep techn…