Ryne Roady

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.

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).