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Weakly-Supervised 3D Object Detection

2022

  • WeakM3D: Towards Weakly Supervised Monocular 3D Object Detection (ICLR 22)

2021

  • Towards A Weakly Supervised Framework for 3D Point Cloud Object Detection and Annotation (T-PAMI 21)

  • FGR: Frustum-Aware Geometric Reasoning for Weakly Supervised 3D Vehicle Detection (ICRA 21)

  • Open-set 3D Object Detection (arXiv 21)

  • Lifting 2D Object Locations to 3D by Discounting LiDAR Outliers across Objects and Views (arXiv 21)

2020

  • Weakly Supervised 3D Object Detection from Lidar Point Cloud (ECCV 20)

  • Weakly Supervised 3D Object Detection from Point Clouds (ACM MM 20)

2019

  • Deep Active Learning for Efficient Training of a LiDAR 3D Object Detector (IV 19)

  • LATTE: Accelerating LiDAR Point Cloud Annotation via Sensor Fusion, One-Click Annotation, and Tracking (ITSC 19)

2018

  • Leveraging Pre-Trained 3D Object Detection Models For Fast Ground Truth Generation (ITSC 18)