Single Layer Predictive Normalized Maximum Likelihood for Out-of-Distribution Detection

18 October 2021

Papers citing "Single Layer Predictive Normalized Maximum Likelihood for Out-of-Distribution Detection"

8 / 8 papers shown

Title
Reflexive Guidance: Improving OoDD in Vision-Language Models via Self-Guided Image-Adaptive Concept Generation Seulbi Lee J. Kim Sangheum Hwang LRM 114 0 0 19 Oct 2024
Beyond Ridge Regression for Distribution-Free Data Koby Bibas M. Feder 11 0 0 17 Jun 2022
Generalized Out-of-Distribution Detection: A Survey Jingkang Yang Kaiyang Zhou Yixuan Li Ziwei Liu 185 875 0 21 Oct 2021
Offline Model-Based Optimization via Normalized Maximum Likelihood Estimation Justin Fu Sergey Levine OffRL 66 46 0 16 Feb 2021
Uncertainty aware and explainable diagnosis of retinal disease Amitojdeep Singh S. Sengupta M. Rasheed Varadharajan Jayakumar Vasudevan Lakshminarayanan BDL 27 21 0 26 Jan 2021
Learning Rotation Invariant Features for Cryogenic Electron Microscopy Image Reconstruction Koby Bibas Gili Weiss-Dicker Dana Cohen Noa Cahan H. Greenspan 12 7 0 10 Jan 2021
Simple and Scalable Predictive Uncertainty Estimation using Deep Ensembles Balaji Lakshminarayanan Alexander Pritzel Charles Blundell UQCV BDL 270 5,660 0 05 Dec 2016
Dropout as a Bayesian Approximation: Representing Model Uncertainty in Deep Learning Y. Gal Zoubin Ghahramani UQCV BDL 285 9,136 0 06 Jun 2015