Are Out-of-Distribution Detection Methods Effective on Large-Scale Datasets? - Ryne Roady; Tyler L. Hayes; Ronald Kemker; Ayesha Gonzales; Christopher Kanan (CoRR, 2019)

Stream-51: Streaming Classification and Novelty Detection from Videos. - Ryne Roady; Tyler L. Hayes; Hitesh Vaidya; Christopher Kanan (CVPR Workshops, 2020)

Improved Robustness to Open Set Inputs via Tempered Mixup. - Ryne Roady; Tyler L. Hayes; Christopher Kanan (ECCV Workshops (1), 2020)