A Closer Look at Local Aggregation Operators in Point Cloud Analysis

2 July 2020

Papers citing "A Closer Look at Local Aggregation Operators in Point Cloud Analysis"

39 / 39 papers shown

Title
Adaptive Margin Contrastive Learning for Ambiguity-aware 3D Semantic Segmentation Yang Chen Yueqi Duan Runzhong Zhang Yap-Peng Tan 3DPC 153 2 0 06 Feb 2025
Deep Learning on 3D Semantic Segmentation: A Detailed Review Thodoris Betsas Andreas Georgopoulos Anastasios Doulamis Pierre Grussenmeyer 3DV 3DPC 33 1 0 04 Nov 2024
Trainable Pointwise Decoder Module for Point Cloud Segmentation Bike Chen Woong Shin Antti Tikänmaki Hao Lu 3DPC 38 2 0 02 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 51 1 0 27 Jul 2024
PointHR: Exploring High-Resolution Architectures for 3D Point Cloud Segmentation Haibo Qiu Baosheng Yu Yixin Chen Dacheng Tao 3DPC 29 1 0 11 Oct 2023
Decoupled Local Aggregation for Point Cloud Learning Binjie Chen Yunzhou Xia Yu Zang Cheng-Yu Wang Jonathan Li 3DPC 29 9 0 31 Aug 2023
All Points Matter: Entropy-Regularized Distribution Alignment for Weakly-supervised 3D Segmentation Liyao Tang Zhe Chen Shanshan Zhao Chaoyue Wang Dacheng Tao 28 12 0 25 May 2023
DANet: Density Adaptive Convolutional Network with Interactive Attention for 3D Point Clouds Yong-xing He Hongshan Yu Zhengeng Yang Wei Sun Mingtao Feng Ajmal Saeed Mian 3DPC 27 7 0 08 Mar 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 14 3 0 08 Mar 2023
Deep Learning on Implicit Neural Representations of Shapes Luca de Luigi Adriano Cardace Riccardo Spezialetti Pierluigi Zama Ramirez Samuele Salti Luigi Di Stefano 29 46 0 10 Feb 2023
Autoencoders as Cross-Modal Teachers: Can Pretrained 2D Image Transformers Help 3D Representation Learning? Runpei Dong Zekun Qi Linfeng Zhang Junbo Zhang Jian‐Yuan Sun Zheng Ge Li Yi Kaisheng Ma ViT 3DPC 29 84 0 16 Dec 2022
Meta Architecture for Point Cloud Analysis Haojia Lin Xiawu Zheng Lijiang Li Rongrong Ji Sha Wang Yan Wang Yonghong Tian Rongrong Ji 3DPC 27 45 0 26 Nov 2022
Adaptive Edge-to-Edge Interaction Learning for Point Cloud Analysis Shanshan Zhao Biwei Huang Xi Li Dacheng Tao 3DPC 20 0 0 20 Nov 2022
Point-DAE: Denoising Autoencoders for Self-supervised Point Cloud Learning Yabin Zhang Jiehong Lin Ruihuang Li Kui Jia Lei Zhang 3DPC 22 6 0 13 Nov 2022
GeoSegNet: Point Cloud Semantic Segmentation via Geometric Encoder-Decoder Modeling Chen Chen Yisen Wang Honghua Chen Xu Yan Da-Dui Ren Ya Guo H. Xie F. Wang Mingqiang Wei 3DPC 23 12 0 14 Jul 2022
Enhancing Local Geometry Learning for 3D Point Cloud via Decoupling Convolution H. Xiu Xin Liu Weimin Wang Kyoung-Sook Kim T. Shinohara Qiong Chang M. Matsuoka 3DPC 27 0 0 04 Jul 2022
Surface Representation for Point Clouds Haoxi Ran Jun Liu Chengjie Wang 3DPC 28 155 0 11 May 2022
APP-Net: Auxiliary-point-based Push and Pull Operations for Efficient Point Cloud Classification Tao Lu Chunxu Liu You-ren Chen Gangshan Wu Limin Wang 3DPC 36 6 0 02 May 2022
Contrastive Boundary Learning for Point Cloud Segmentation Liyao Tang Yibing Zhan Zhe Chen Baosheng Yu Dacheng Tao 3DPC 22 102 0 10 Mar 2022
A Unified Query-based Paradigm for Point Cloud Understanding Zetong Yang Li Jiang Yanan Sun Bernt Schiele Jiaya Jia 3DPC 25 38 0 02 Mar 2022
Rethinking Network Design and Local Geometry in Point Cloud: A Simple Residual MLP Framework Xu Ma Can Qin Haoxuan You Haoxi Ran Y. Fu 3DPC 19 583 0 15 Feb 2022
Geometric Digital Twinning of Industrial Facilities: Retrieval of Industrial Shapes E. Agapaki I. Brilakis 3DV 3DPC 20 4 0 10 Feb 2022
diffConv: Analyzing Irregular Point Clouds with an Irregular View Manxi Lin Aasa Feragen GNN 3DPC 31 11 0 29 Nov 2021
Swin Transformer V2: Scaling Up Capacity and Resolution Ze Liu Han Hu Yutong Lin Zhuliang Yao Zhenda Xie ... Yue Cao Zheng-Wei Zhang Li Dong Furu Wei B. Guo ViT 55 1,747 0 18 Nov 2021
ASSANet: An Anisotropic Separable Set Abstraction for Efficient Point Cloud Representation Learning Guocheng Qian Hasan Hammoud Guohao Li Ali K. Thabet Guohao Li 3DPC 25 72 0 20 Oct 2021
Differentiable Convolution Search for Point Cloud Processing Xing Nie Yongcheng Liu Shaohong Chen Jianlong Chang Chunlei Huo Gaofeng Meng Qi Tian Weiming Hu Chunhong Pan 3DPC 39 6 0 29 Aug 2021
Learning Inner-Group Relations on Point Clouds Haoxi Ran Wei Zhuo Xiaozhong Liu Li Lu 3DPC 40 59 0 27 Aug 2021
Dual-Neighborhood Deep Fusion Network for Point Cloud Analysis Guoquan Xu Hezhi Cao Yifan Zhang Jianwei Wan Ke Xu Yanxin Ma 3DPC 28 1 0 20 Aug 2021
From Multi-View to Hollow-3D: Hallucinated Hollow-3D R-CNN for 3D Object Detection Jiajun Deng Wen-gang Zhou Yanyong Zhang Houqiang Li 3DPC 24 75 0 30 Jul 2021
Walk in the Cloud: Learning Curves for Point Clouds Shape Analysis Tiange Xiang Chaoyi Zhang Yang Song Jianhui Yu Weidong (Tom) Cai 3DPC 148 283 0 04 May 2021
Group-Free 3D Object Detection via Transformers Ze Liu Zheng-Wei Zhang Yue Cao Han Hu Xin Tong ViT 3DPC 28 307 0 01 Apr 2021
Exploiting Local Geometry for Feature and Graph Construction for Better 3D Point Cloud Processing with Graph Neural Networks Siddharth Srivastava Gaurav Sharma 3DPC 27 15 0 28 Mar 2021
PV-RCNN++: Point-Voxel Feature Set Abstraction With Local Vector Representation for 3D Object Detection Shaoshuai Shi Li Jiang Jiajun Deng Zhe Wang Chaoxu Guo Jianping Shi Xiaogang Wang Hongsheng Li 3DPC 139 407 0 31 Jan 2021
On Learning the Right Attention Point for Feature Enhancement Liqiang Lin Pengdi Huang FU Chi-Wing XU Kai Hao Zhang Hui Huang 3DPC 36 7 0 11 Dec 2020
Torch-Points3D: A Modular Multi-Task Frameworkfor Reproducible Deep Learning on 3D Point Clouds Thomas Chaton N. Chaulet Sofiane Horache Loic Landrieu 3DPC 21 42 0 09 Oct 2020
Cloud Transformers: A Universal Approach To Point Cloud Processing Tasks Kirill Mazur Victor Lempitsky 3DPC 51 39 0 22 Jul 2020
DeepGCNs: Making GCNs Go as Deep as CNNs Bernard Ghanem Matthias Muller Guocheng Qian Itzel C. Delgadillo Abdulellah Abualshour Ali K. Thabet Guohao Li 3DPC GNN 37 168 0 15 Oct 2019
DensePoint: Learning Densely Contextual Representation for Efficient Point Cloud Processing Yongcheng Liu Bin Fan Gaofeng Meng Jiwen Lu Shiming Xiang Chunhong Pan 3DPC 122 270 0 09 Sep 2019
Joint 2D-3D-Semantic Data for Indoor Scene Understanding Iro Armeni S. Sax Amir Zamir Silvio Savarese 3DV 3DPC 115 876 0 03 Feb 2017