Out-of-distribution Detection with Boundary Aware Learning

22 December 2021

Papers citing "Out-of-distribution Detection with Boundary Aware Learning"

9 / 9 papers shown

Title
phepy: Visual Benchmarks and Improvements for Out-of-Distribution Detectors Juniper Tyree Andreas Rupp Petri S. Clusius Michael Boy OODD 64 0 0 07 Mar 2025
Out-of-Distribution Detection with Prototypical Outlier Proxy Mingrong Gong Chaoqi Chen Qingqiang Sun Yue Wang Hui Huang OODD 92 1 0 22 Dec 2024
Incremental Object-Based Novelty Detection with Feedback Loop Simone Caldarella Elisa Ricci Rahaf Aljundi 26 0 0 15 Nov 2023
Out-of-Distribution Detection for Monocular Depth Estimation Julia Hornauer Adrian Holzbock Vasileios Belagiannis UQCV 27 4 0 11 Aug 2023
Image Background Serves as Good Proxy for Out-of-distribution Data Sen Pei 34 1 0 02 Jul 2023
Free Lunch for Generating Effective Outlier Supervision Sen Pei Jiaxi Sun R. Xu Bin Fan Shiming Xiang Gaofeng Meng OODD 40 0 0 17 Jan 2023
VOS: Learning What You Don't Know by Virtual Outlier Synthesis Xuefeng Du Zhaoning Wang Mu Cai Yixuan Li OODD 178 220 0 02 Feb 2022
On the Importance of Gradients for Detecting Distributional Shifts in the Wild Rui Huang Andrew Geng Yixuan Li 189 328 0 01 Oct 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