104 citations · 447 across the 17 of their papers we have counts for
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cs.CV2022
Out-of-Distribution Detection for LiDAR-based 3D Object Detection
Chengjie Huang, Van Duong Nguyen, Vahdat Abdelzad +5
3D object detection is an essential part of automated driving, and deep neural networks (DNNs) have achieved state-of-the-art performance for this task. However, deep models are no…
cs.CV2019★ 6 cited
Efficacy of Pixel-Level OOD Detection for Semantic Segmentation
Matt Angus, Krzysztof Czarnecki, Rick Salay
The detection of out of distribution samples for image classification has been widely researched. Safety critical applications, such as autonomous driving, would benefit from the a…