Identifying Out-of-Distribution Samples in Real-Time for Safety-Critical 2D Object Detection with Margin Entropy Loss

1 September 2022

Papers citing "Identifying Out-of-Distribution Samples in Real-Time for Safety-Critical 2D Object Detection with Margin Entropy Loss"

5 / 5 papers shown

Title
Combining pre-trained Vision Transformers and CIDER for Out Of Domain Detection Grégor Jouet Clément Duhart Francis Rousseaux Julio Laborde Cyril de Runz ViT 31 0 0 06 Sep 2023
Long Range Object-Level Monocular Depth Estimation for UAVs David Silva Nicolas Jourdan Nils Gählert 8 1 0 17 Feb 2023
Simple and Scalable Predictive Uncertainty Estimation using Deep Ensembles Balaji Lakshminarayanan Alexander Pritzel Charles Blundell UQCV BDL 276 5,661 0 05 Dec 2016
Bayesian Convolutional Neural Networks with Bernoulli Approximate Variational Inference Y. Gal Zoubin Ghahramani UQCV BDL 197 745 0 06 Jun 2015
Dropout as a Bayesian Approximation: Representing Model Uncertainty in Deep Learning Y. Gal Zoubin Ghahramani UQCV BDL 285 9,138 0 06 Jun 2015