Out-of-distribution Detection and Generation using Soft Brownian Offset Sampling and Autoencoders

4 May 2021

Papers citing "Out-of-distribution Detection and Generation using Soft Brownian Offset Sampling and Autoencoders"

6 / 6 papers shown

Title
Image Background Serves as Good Proxy for Out-of-distribution Data Sen Pei 52 2 0 02 Jul 2023
Free Lunch for Generating Effective Outlier Supervision Sen Pei Jiaxi Sun R. Xu Bin Fan Shiming Xiang Gaofeng Meng OODD 46 0 0 17 Jan 2023
Contrastive Novelty-Augmented Learning: Anticipating Outliers with Large Language Models Albert Xu Xiang Ren Robin Jia OODD 40 2 0 28 Nov 2022
Description of Corner Cases in Automated Driving: Goals and Challenges Daniel Bogdoll Jasmin Breitenstein Florian Heidecker Maarten Bieshaar Bernhard Sick Tim Fingscheidt J. Marius Zöllner 48 55 0 20 Sep 2021
Robust Out-of-distribution Detection for Neural Networks Jiefeng Chen Yixuan Li Xi Wu Yingyu Liang S. Jha OODD 161 85 0 21 Mar 2020
Simple and Scalable Predictive Uncertainty Estimation using Deep Ensembles Balaji Lakshminarayanan Alexander Pritzel Charles Blundell UQCV BDL 295 5,726 0 05 Dec 2016