Trust, but Verify: Using Self-Supervised Probing to Improve
Trustworthiness

Trust, but Verify: Using Self-Supervised Probing to Improve Trustworthiness

6 February 2023

Bryan Hooi

Papers citing "Trust, but Verify: Using Self-Supervised Probing to Improve Trustworthiness"

5 / 5 papers shown

Title
What Does Softmax Probability Tell Us about Classifiers Ranking Across Diverse Test Conditions? Weijie Tu Weijian Deng Liang Zheng Tom Gedeon 42 0 0 14 Jun 2024
Generalized Out-of-Distribution Detection: A Survey Jingkang Yang Kaiyang Zhou Yixuan Li Ziwei Liu 193 879 0 21 Oct 2021
Unsolved Problems in ML Safety Dan Hendrycks Nicholas Carlini John Schulman Jacob Steinhardt 186 276 0 28 Sep 2021
Simple and Scalable Predictive Uncertainty Estimation using Deep Ensembles Balaji Lakshminarayanan Alexander Pritzel Charles Blundell UQCV BDL 276 5,683 0 05 Dec 2016
Dropout as a Bayesian Approximation: Representing Model Uncertainty in Deep Learning Y. Gal Zoubin Ghahramani UQCV BDL 287 9,156 0 06 Jun 2015