Daniel R. Kepple — accepted AI-conference papers

2022

Curriculum learning as a tool to uncover learning principles in the brain

Daniel R. Kepple, Rainer Engelken, Kanaka Rajan

ICLR 2022poster

We present a novel approach to use curricula to identify principles by which a system learns. Previous work in curriculum learning has focused on how curricula can be designed to improve learning of a model on particular tasks. We consider the inverse problem: what can a curriculum tell us about how…

Cited by 22 Source ↗PDF ↗Scholar ↗

2020

Jointly learning visual motion and confidence from local patches in event cameras

Daniel R. Kepple, Daewon Lee, Colin Prepsius, Volkan Isler, Il Memming Park, Daniel D. Lee

ECCV 2020poster

We propose the first network to jointly learn visual motion and confidence from events in spatially local patches. Event-based sensors deliver high temporal resolution motion information in a sparse, non-redundant format. This creates the potential for low computation, low latency motion recognition…

Cited by 15 Source ↗PDF ↗Scholar ↗