4 citations · 5 across the 3 of their papers we have counts for
3 papers
Learn the Time to Learn: Replay Scheduling in Continual Learning
Marcus Klasson, Hedvig Kjellström, Cheng Zhang
Replay methods are known to be successful at mitigating catastrophic forgetting in continual learning scenarios despite having limited access to historical data. However, storing h…
A Hierarchical Grocery Store Image Dataset with Visual and Semantic Labels
Marcus Klasson, Cheng Zhang, Hedvig Kjellström
Image classification models built into visual support systems and other assistive devices need to provide accurate predictions about their environment. We focus on an application o…
Causality Refined Diagnostic Prediction
Marcus Klasson, Kun Zhang, Bo C. Bertilson +2
Applying machine learning in the health care domain has shown promising results in recent years. Interpretable outputs from learning algorithms are desirable for decision making by…