v1v2v3 (latest)

Domain Adaptation in LiDAR Semantic Segmentation by Aligning Class Distributions

23 October 2020

Papers citing "Domain Adaptation in LiDAR Semantic Segmentation by Aligning Class Distributions"

25 / 25 papers shown

Title
FDA: Fourier Domain Adaptation for Semantic Segmentation Yanchao Yang Stefano Soatto OOD 89 898 0 11 Apr 2020
PolarNet: An Improved Grid Representation for Online LiDAR Point Clouds Semantic Segmentation Yang Zhang Zixiang Zhou P. David Xiangyu Yue Zerong Xi Boqing Gong H. Foroosh 3DPC 79 460 0 31 Mar 2020
SemanticPOSS: A Point Cloud Dataset with Large Quantity of Dynamic Instances Yancheng Pan Biao Gao Jilin Mei Sibo Geng Chengkun Li Huijing Zhao 3DV 3DPC 56 171 0 21 Feb 2020
LatticeNet: Fast Point Cloud Segmentation Using Permutohedral Lattices R. Rosu Peer Schütt Jan Quenzel Sven Behnke 3DPC 3DV 62 93 0 12 Dec 2019
xMUDA: Cross-Modal Unsupervised Domain Adaptation for 3D Semantic Segmentation M. Jaritz Tuan-Hung Vu Raoul de Charette É. Wirbel P. Pérez 3DPC 82 198 0 28 Nov 2019
Domain Adaptation for Semantic Segmentation with Maximum Squares Loss Minghao Chen Hongyang Xue Deng Cai 82 288 0 30 Sep 2019
LU-Net: An Efficient Network for 3D LiDAR Point Cloud Semantic Segmentation Based on End-to-End-Learned 3D Features and U-Net P. Biasutti Vincent Lepetit Jean-François Aujol Mathieu Brédif Aurélie Bugeau 3DV SSeg 3DPC 55 39 0 30 Aug 2019
Confidence Regularized Self-Training Yang Zou Zhiding Yu Xiaofeng Liu B. Kumar Jinsong Wang 350 795 0 26 Aug 2019
Linking Points With Labels in 3D: A Review of Point Cloud Semantic Segmentation Yuxing Xie Jiaojiao Tian Xiaoxiang Zhu 3DPC 62 206 0 23 Aug 2019
Bidirectional Learning for Domain Adaptation of Semantic Segmentation Yunsheng Li Lu Yuan Nuno Vasconcelos SSeg 93 629 0 24 Apr 2019
ADVENT: Adversarial Entropy Minimization for Domain Adaptation in Semantic Segmentation Tuan-Hung Vu Himalaya Jain Max Bucher Matthieu Cord P. Pérez 133 1,298 0 30 Nov 2018
SqueezeSegV2: Improved Model Structure and Unsupervised Domain Adaptation for Road-Object Segmentation from a LiDAR Point Cloud Bichen Wu Xuanyu Zhou Sicheng Zhao Xiangyu Yue Kurt Keutzer 3DPC 63 622 0 22 Sep 2018
Semantic Segmentation of 3D LiDAR Data in Dynamic Scene Using Semi-supervised Learning Jilin Mei Biao Gao Donghao Xu W. Yao Xijun Zhao Huijing Zhao 3DPC 75 69 0 03 Sep 2018
Deep Visual Domain Adaptation: A Survey Mei Wang Weihong Deng OOD 82 2,014 0 10 Feb 2018
Paris-Lille-3D: a large and high-quality ground truth urban point cloud dataset for automatic segmentation and classification Xavier Roynard Jean-Emmanuel Deschaud F. Goulette 3DPC 3DV 64 283 0 30 Nov 2017
Minimal-Entropy Correlation Alignment for Unsupervised Deep Domain Adaptation Pietro Morerio Jacopo Cavazza Vittorio Murino OOD 81 159 0 28 Nov 2017
Large-scale Point Cloud Semantic Segmentation with Superpoint Graphs Loic Landrieu M. Simonovsky GNN 3DPC 193 1,256 0 27 Nov 2017
VoxelNet: End-to-End Learning for Point Cloud Based 3D Object Detection Yin Zhou Oncel Tuzel 3DPC 118 3,731 0 17 Nov 2017
CyCADA: Cycle-Consistent Adversarial Domain Adaptation Judy Hoffman Eric Tzeng Taesung Park Jun-Yan Zhu Phillip Isola Kate Saenko Alexei A. Efros Trevor Darrell 147 3,005 0 08 Nov 2017
SqueezeSeg: Convolutional Neural Nets with Recurrent CRF for Real-Time Road-Object Segmentation from 3D LiDAR Point Cloud Bichen Wu Alvin Wan Xiangyu Yue Kurt Keutzer 3DPC 90 806 0 19 Oct 2017
PointNet++: Deep Hierarchical Feature Learning on Point Sets in a Metric Space C. Qi L. Yi Hao Su Leonidas Guibas 3DPC 3DV 366 11,142 0 07 Jun 2017
Adversarial Discriminative Domain Adaptation Eric Tzeng Judy Hoffman Kate Saenko Trevor Darrell GAN OOD 270 4,673 0 17 Feb 2017
Correlation Alignment for Unsupervised Domain Adaptation Baochen Sun Jiashi Feng Kate Saenko OOD 49 402 0 06 Dec 2016
PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation C. Qi Hao Su Kaichun Mo Leonidas Guibas 3DH 3DPC 3DV PINN 493 14,360 0 02 Dec 2016
Domain-Adversarial Training of Neural Networks Yaroslav Ganin E. Ustinova Hana Ajakan Pascal Germain Hugo Larochelle François Laviolette M. Marchand Victor Lempitsky GAN OOD 390 9,515 0 28 May 2015