On the Importance of Gradients for Detecting Distributional Shifts in the Wild

Rui Huang, Andrew Geng, Yixuan Li. On the Importance of Gradients for Detecting Distributional Shifts in the Wild. In Marc'Aurelio Ranzato, Alina Beygelzimer, Yann N. Dauphin, Percy Liang, Jennifer Wortman Vaughan, editors, Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, NeurIPS 2021, December 6-14, 2021, virtual. pages 677-689, 2021. [doi]

Abstract

Abstract is missing.