Center Smoothing: Certified Robustness for Networks with Structured Outputs

von Kumar, Aounon
Veröffentlicht in NeurIPS (35. : 2021 : Online) 35th Conference on Neural Information Processing Systems (NeurIPS 2021) ; Volume 7 of 36 (2022)

CURSE OF DIMENSIONALITY ON RANDOMIZED SMOOTHING FOR CERTIFIABLE ROBUSTNESS

von Kumar, Aounon
Veröffentlicht in International Conference on Machine Learning (37. : 2020 : Online) 37th International Conference on Machine Learning (ICML 2020) ; Part 7 of 15 (2021)

CERTIFYING CONFIDENCE VIA RANDOMIZED SMOOTHING

von Kumar, Aounon
Veröffentlicht in NeurIPS (34. : 2020 : Online) 34th Conference on Neural Information Processing Systems (NeurIPS 2020) ; Volume 7 of 27 (2021)

DETECTION AS REGRESSION: CERTIFIED OBJECT DETECTION WITH MEDIAN SMOOTHING

von Chiang, Ping-Yeh
Veröffentlicht in NeurIPS (34. : 2020 : Online) 34th Conference on Neural Information Processing Systems (NeurIPS 2020) ; Volume 2 of 27 (2021)