LCPFormer: Towards Effective 3D Point Cloud Analysis via Local Context Propagation in Transformers

23 October 2022

Jungong Han

Papers citing "LCPFormer: Towards Effective 3D Point Cloud Analysis via Local Context Propagation in Transformers"

24 / 24 papers shown

Title
Bridging Domain Gap of Point Cloud Representations via Self-Supervised Geometric Augmentation Li Yu Hongchao Zhong Longkun Zou Ke Chen Pan Gao 3DPC 19 0 0 11 Sep 2024
Towards Modality-agnostic Label-efficient Segmentation with Entropy-Regularized Distribution Alignment Liyao Tang Zhe Chen Shanshan Zhao Chaoyue Wang Dacheng Tao 29 0 0 29 Aug 2024
SiamMo: Siamese Motion-Centric 3D Object Tracking Yuxiang Yang Yingqi Deng Jing Zhang Hongjie Gu Jiawei Jiang 33 0 0 03 Aug 2024
Rethinking Attention Module Design for Point Cloud Analysis Chengzhi Wu Kaige Wang Zeyun Zhong Hao Fu Junwei Zheng Jiaming Zhang Julius Pfrommer Jürgen Beyerer 3DPC 40 1 0 27 Jul 2024
Boosting Cross-Domain Point Classification via Distilling Relational Priors from 2D Transformers Longkun Zou Wanru Zhu Ke Chen Lihua Guo K. Guo Kui Jia Yaowei Wang 3DPC ViT 22 0 0 26 Jul 2024
SGIFormer: Semantic-guided and Geometric-enhanced Interleaving Transformer for 3D Instance Segmentation Lei Yao Yi Wang Moyun Liu Lap-Pui Chau 23 0 0 16 Jul 2024
PointViG: A Lightweight GNN-based Model for Efficient Point Cloud Analysis Qiang Zheng Yafei Qi Chen Wang Chao Zhang Jian Sun 3DPC 27 2 0 01 Jul 2024
X-3D: Explicit 3D Structure Modeling for Point Cloud Recognition Shuofeng Sun Yongming Rao Jiwen Lu Haibin Yan 25 4 0 23 Apr 2024
Soft Masked Transformer for Point Cloud Processing with Skip Attention-Based Upsampling Yong-xing He Hongshan Yu Muhammad Ibrahim Xiaoyan Liu Tongjia Chen Anwaar Ulhaq Ajmal Saeed Mian 3DPC 29 0 0 21 Mar 2024
Geometry Aware Field-to-field Transformations for 3D Semantic Segmentation Dominik Hollidt Clinton Jia Wang Polina Golland Marc Pollefeys 17 0 0 08 Oct 2023
APNet: Urban-level Scene Segmentation of Aerial Images and Point Clouds Weijie Wei Martin R. Oswald F. Karimi Nejadasl Theo Gevers 3DPC 17 0 0 29 Sep 2023
All Points Matter: Entropy-Regularized Distribution Alignment for Weakly-supervised 3D Segmentation Liyao Tang Zhe Chen Shanshan Zhao Chaoyue Wang Dacheng Tao 19 12 0 25 May 2023
GTNet: Graph Transformer Network for 3D Point Cloud Classification and Semantic Segmentation Wei Zhou Qian Wang Weiwei Jin X. Shi Yong Yu ViT 3DPC 12 4 0 24 May 2023
VTPNet for 3D deep learning on point cloud Wei Zhou Weiwei Jin Qian Wang Yifan Wang Dekui Wang Xingxing Hao Yong Yu 3DPC ViT 14 0 0 10 May 2023
Full Point Encoding for Local Feature Aggregation in 3D Point Clouds Yong-xing He Hongshan Yu Zhengeng Yang Xiaoguang Liu Wei Sun Ajmal Saeed Mian ViT 3DPC 9 3 0 08 Mar 2023
Joint Representation Learning for Text and 3D Point Cloud Rui Huang Xuran Pan Henry Zheng Haojun Jiang Zhifeng Xie S. Song Gao Huang 11 19 0 18 Jan 2023
LACV-Net: Semantic Segmentation of Large-Scale Point Cloud Scene via Local Adaptive and Comprehensive VLAD Ziyin Zeng Yongyang Xu Zhong Xie Wei Tang Jie Wan Weichao Wu 3DPC 25 5 0 12 Oct 2022
Transformer in Transformer Kai Han An Xiao Enhua Wu Jianyuan Guo Chunjing Xu Yunhe Wang ViT 282 1,490 0 27 Feb 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 72 0 03 Feb 2021
Bottleneck Transformers for Visual Recognition A. Srinivas Tsung-Yi Lin Niki Parmar Jonathon Shlens Pieter Abbeel Ashish Vaswani SLR 267 955 0 27 Jan 2021
Deep Continuous Fusion for Multi-Sensor 3D Object Detection Ming Liang Binh Yang Shenlong Wang R. Urtasun 3DPC 180 775 0 20 Dec 2020
Deep High-Resolution Representation Learning for Visual Recognition Jingdong Wang Ke Sun Tianheng Cheng Borui Jiang Chaorui Deng ... Yadong Mu Mingkui Tan Xinggang Wang Wenyu Liu Bin Xiao 187 3,480 0 20 Aug 2019
SpiderCNN: Deep Learning on Point Sets with Parameterized Convolutional Filters Yifan Xu Tianqi Fan Mingye Xu Long Zeng Yu Qiao 3DV 3DPC 145 760 0 30 Mar 2018
PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation C. Qi Hao Su Kaichun Mo Leonidas J. Guibas 3DH 3DPC 3DV PINN 219 13,886 0 02 Dec 2016