Ryne Roady

Stream-51: Streaming Classification and Novelty Detection from Videos

Christopher Kanan, Ryne Roady, Tyler L. Hayes, 2020, 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW).

Are Out-of-Distribution Detection Methods Effective on Large-Scale Datasets? pdf

Ronald Kemker, Christopher Kanan, Ryne Roady, 2019, ArXiv.

Are open set classification methods effective on large-scale datasets?

Ronald Kemker, Christopher Kanan, Ryne Roady, 2020, PloS one.

Improved Robustness to Open Set Inputs via Tempered Mixup

Ryne Roady, Tyler L. Hayes, Christopher Kanan, 2020, ECCV Workshops.