LaserMix for Semi-Supervised LiDAR Semantic Segmentation

LaserMix for Semi-Supervised LiDAR Semantic Segmentation

30 June 2022

Ziwei Liu

Papers citing "LaserMix for Semi-Supervised LiDAR Semantic Segmentation"

17 / 17 papers shown

Title
Semi-supervised 3D Semantic Scene Completion with 2D Vision Foundation Model Guidance Duc-Hai Pham Duc Dung Nguyen Anh Pham Ho Lai Tuan P. Nguyen Khoi Duc Minh Nguyen Rang Nguyen 3DPC 42 1 0 10 Jan 2025
The 2nd Place Solution from the 3D Semantic Segmentation Track in the 2024 Waymo Open Dataset Challenge Qing Wu 3DPC 45 0 0 06 Jan 2025
Fine-grained Image-to-LiDAR Contrastive Distillation with Visual Foundation Models Yifan Zhang Junhui Hou 55 1 0 03 Jan 2025
Bayesian Self-Training for Semi-Supervised 3D Segmentation Ozan Unal Christos Sakaridis Luc Van Gool 3DPC 3DV 27 0 0 12 Sep 2024
MILAN: Milli-Annotations for Lidar Semantic Segmentation Nermin Samet Gilles Puy Oriane Siméoni Renaud Marlet 3DPC 27 0 0 22 Jul 2024
RAPiD-Seg: Range-Aware Pointwise Distance Distribution Networks for 3D LiDAR Segmentation Li Li Hubert P. H. Shum T. Breckon 3DPC 32 6 0 14 Jul 2024
Hardness-Aware Scene Synthesis for Semi-Supervised 3D Object Detection Shuai Zeng Wenzhao Zheng Jiwen Lu Haibin Yan 3DPC 18 1 0 27 May 2024
FRNet: Frustum-Range Networks for Scalable LiDAR Segmentation Xiang Xu Lingdong Kong Hui Shuai Qingshan Liu 3DPC 47 21 0 07 Dec 2023
2D Feature Distillation for Weakly- and Semi-Supervised 3D Semantic Segmentation Ozan Unal Dengxin Dai Lukas Hoyer Y. Can Luc Van Gool 3DPC 11 5 0 27 Nov 2023
Cross-modal & Cross-domain Learning for Unsupervised LiDAR Semantic Segmentation Yiyang Chen Shanshan Zhao Changxing Ding Liyao Tang Chaoyue Wang Dacheng Tao 3DPC 12 2 0 05 Aug 2023
The RoboDepth Challenge: Methods and Advancements Towards Robust Depth Estimation Lingdong Kong Yaru Niu Shaoyuan Xie Hanjiang Hu Lai Xing Ng ... Zhenyu Li Runze Chen Haiyong Luo Fang Zhao Jing Yu 19 13 0 27 Jul 2023
A Survey of Label-Efficient Deep Learning for 3D Point Clouds Aoran Xiao Xiaoqin Zhang Ling Shao Shijian Lu 3DPC 27 18 0 31 May 2023
Semi-supervised 3D Object Detection via Temporal Graph Neural Networks Jianren Wang Haiming Gang Siddarth Ancha Yi-Ting Chen David Held 3DPC 41 11 0 01 Feb 2022
Guided Point Contrastive Learning for Semi-supervised Point Cloud Semantic Segmentation Li Jiang Shaoshuai Shi Zhuotao Tian Xin Lai Shu-Lin Liu Chi-Wing Fu Jiaya Jia SSL 3DPC 112 97 0 15 Oct 2021
Mix3D: Out-of-Context Data Augmentation for 3D Scenes Alexey Nekrasov Jonas Schult Or Litany Bastian Leibe Francis Engelmann 3DPC 142 154 0 05 Oct 2021
AMVNet: Assertion-based Multi-View Fusion Network for LiDAR Semantic Segmentation Venice Erin Liong Thi Ngoc Tho Nguyen S. Widjaja Dhananjai Sharma Z. J. Chong 3DPC 129 97 0 09 Dec 2020
PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation C. Qi Hao Su Kaichun Mo Leonidas J. Guibas 3DH 3DPC 3DV PINN 210 13,886 0 02 Dec 2016