3DOS: Towards 3D Open Set Learning -- Benchmarking and Understanding
Semantic Novelty Detection on Point Clouds

3DOS: Towards 3D Open Set Learning -- Benchmarking and Understanding Semantic Novelty Detection on Point Clouds

23 July 2022

Francesco Cappio Borlino

Tatiana Tommasi

Papers citing "3DOS: Towards 3D Open Set Learning -- Benchmarking and Understanding Semantic Novelty Detection on Point Clouds"

11 / 11 papers shown

Title
ZOPP: A Framework of Zero-shot Offboard Panoptic Perception for Autonomous Driving Tao Ma Hongbin Zhou Qiusheng Huang Xuemeng Yang Jianfei Guo Bo Zhang Min Dou Yu Qiao Botian Shi Hongsheng Li 21 1 0 08 Nov 2024
OpenSight: A Simple Open-Vocabulary Framework for LiDAR-Based Object Detection Hu Zhang Jianhua Xu Tao Tang Haiyang Sun Xin Yu Zi Huang Kaicheng Yu ObjD 3DPC 30 12 0 12 Dec 2023
Open-Vocabulary Point-Cloud Object Detection without 3D Annotation Yuheng Lu Chenfeng Xu Xi Wei Xiaodong Xie M. Tomizuka Kurt Keutzer Shanghang Zhang 3DPC 16 53 0 03 Apr 2023
PointCaM: Cut-and-Mix for Open-Set Point Cloud Learning Jie Hong Shi Qiu Weihong Li Saeed Anwar Mehrtash Harandi Nick Barnes L. Petersson 3DPC 26 5 0 05 Dec 2022
VOS: Learning What You Don't Know by Virtual Outlier Synthesis Xuefeng Du Zhaoning Wang Mu Cai Yixuan Li OODD 174 303 0 02 Feb 2022
Benchmarking Robustness of 3D Point Cloud Recognition Against Common Corruptions Jiachen Sun Qingzhao Zhang B. Kailkhura Zhiding Yu Chaowei Xiao Z. Morley Mao 3DPC 31 84 0 28 Jan 2022
Generalized Out-of-Distribution Detection: A Survey Jingkang Yang Kaiyang Zhou Yixuan Li Ziwei Liu 171 870 0 21 Oct 2021
Open-Set Recognition: a Good Closed-Set Classifier is All You Need? S. Vaze Kai Han Andrea Vedaldi Andrew Zisserman BDL 167 404 0 12 Oct 2021
On the Importance of Gradients for Detecting Distributional Shifts in the Wild Rui Huang Andrew Geng Yixuan Li 173 326 0 01 Oct 2021
Walk in the Cloud: Learning Curves for Point Clouds Shape Analysis Tiange Xiang Chaoyi Zhang Yang Song Jianhui Yu Weidong (Tom) Cai 3DPC 138 282 0 04 May 2021
Regularization Strategy for Point Cloud via Rigidly Mixed Sample Dogyoon Lee Jaeha Lee Junhyeop Lee Hyeongmin Lee Minhyeok Lee Sungmin Woo Sangyoun Lee 3DPC 134 74 0 03 Feb 2021