Point Cloud Mamba: Point Cloud Learning via State Space Model

1 March 2024

Xiangtai Li

Shunping Ji

Papers citing "Point Cloud Mamba: Point Cloud Learning via State Space Model"

28 / 28 papers shown

Title
Instance-Adaptive Keypoint Learning with Local-to-Global Geometric Aggregation for Category-Level Object Pose Estimation X. Zhang Lu Zou Tao Lu Yuan Yao Zhangjin Huang Guoping Wang 3DPC 23 0 0 21 Apr 2025
Efficient Spiking Point Mamba for Point Cloud Analysis Peixi Wu Bosong Chai Menghua Zheng Wei Li Zhangchi Hu Jie Chen Zheyu Zhang H. Li Xiaoyan Sun Mamba 35 0 0 19 Apr 2025
MambaTron: Efficient Cross-Modal Point Cloud Enhancement using Aggregate Selective State Space Modeling Sai Tarun Inaganti Gennady Petrenko Mamba 66 1 0 25 Jan 2025
DiMSUM: Diffusion Mamba -- A Scalable and Unified Spatial-Frequency Method for Image Generation Hao Phung Quan Dao T. Dao Hoang Phan Dimitris Metaxas Anh Tran Mamba 45 3 0 06 Nov 2024
QuadMamba: Learning Quadtree-based Selective Scan for Visual State Space Model Fei Xie Weijia Zhang Zhongdao Wang Chao Ma Mamba 19 3 0 09 Oct 2024
Mamba or RWKV: Exploring High-Quality and High-Efficiency Segment Anything Model Haobo Yuan Xiangtai Li Lu Qi Tao Zhang Ming Yang Shuicheng Yan Chen Change Loy VLM 27 10 0 27 Jun 2024
Venturing into Uncharted Waters: The Navigation Compass from Transformer to Mamba Yuchen Zou Yineng Chen Zuchao Li Lefei Zhang Hai Zhao 42 1 0 24 Jun 2024
PointABM:Integrating Bidirectional State Space Model with Multi-Head Self-Attention for Point Cloud Analysis Jia-wei Chen Yu-jie Xiong Yong-Bin Gao Mamba 27 1 0 10 Jun 2024
Vision Mamba: A Comprehensive Survey and Taxonomy Xiao Liu Chenxu Zhang Lei Zhang Mamba 36 23 0 07 May 2024
Mamba-FETrack: Frame-Event Tracking via State Space Model Ju Huang Shiao Wang Shuai Wang Zhe Wu Xiao Wang Bowei Jiang Mamba 31 12 0 28 Apr 2024
State Space Model for New-Generation Network Alternative to Transformers: A Survey Xiao Wang Shiao Wang Yuhe Ding Yuehang Li Wentao Wu ... Bowei Jiang Chenglong Li Yaowei Wang Yonghong Tian Jin Tang Mamba 28 48 0 15 Apr 2024
DGMamba: Domain Generalization via Generalized State Space Model Shaocong Long Qianyu Zhou Xiangtai Li Xuequan Lu Chenhao Ying Yuan Luo Lizhuang Ma Shuicheng Yan 47 9 0 11 Apr 2024
MambaAD: Exploring State Space Models for Multi-class Unsupervised Anomaly Detection Haoyang He Yuhu Bai Jiangning Zhang Qingdong He Hongxu Chen Zhenye Gan Chengjie Wang Xiangtai Li Guanzhong Tian Lei Xie Mamba 47 32 0 09 Apr 2024
Pan-Mamba: Effective pan-sharpening with State Space Model Xuanhua He Ke Cao K. Yan Rui Li Chengjun Xie Jie Zhang Man Zhou Mamba 56 60 0 19 Feb 2024
Graph Mamba: Towards Learning on Graphs with State Space Models Ali Behrouz Farnoosh Hashemi AI4CE 86 57 0 13 Feb 2024
Mamba-ND: Selective State Space Modeling for Multi-Dimensional Data Shufan Li Harkanwar Singh Aditya Grover Mamba 69 56 0 08 Feb 2024
VM-UNet: Vision Mamba UNet for Medical Image Segmentation Jiacheng Ruan Suncheng Xiang Mamba 61 241 0 04 Feb 2024
U-Mamba: Enhancing Long-range Dependency for Biomedical Image Segmentation Jun Ma Feifei Li Bo Wang Mamba 74 314 0 09 Jan 2024
Point Transformer V3: Simpler, Faster, Stronger Xiaoyang Wu Li Jiang Peng-Shuai Wang Zhijian Liu Xihui Liu Yu Qiao Wanli Ouyang Tong He Hengshuang Zhao 71 205 0 15 Dec 2023
Masked Scene Contrast: A Scalable Framework for Unsupervised 3D Representation Learning Xiaoyang Wu Xin Wen Xihui Liu Hengshuang Zhao 3DPC 112 23 0 24 Mar 2023
Mask3D: Mask Transformer for 3D Semantic Instance Segmentation Jonas Schult Francis Engelmann Alexander Hermans Or Litany Siyu Tang Bastian Leibe ISeg 50 164 0 06 Oct 2022
2DPASS: 2D Priors Assisted Semantic Segmentation on LiDAR Point Clouds Xu Yan Jiantao Gao Chaoda Zheng Chao Zheng Ruimao Zhang Shenghui Cui Zhen Li 3DPC 81 210 0 10 Jul 2022
Masked Autoencoders in 3D Point Cloud Representation Learning Jincen Jiang Xuequan Lu Lizhi Zhao Richard Dazeley Meili Wang 3DPC ViT 46 28 0 04 Jul 2022
Walk in the Cloud: Learning Curves for Point Clouds Shape Analysis Tiange Xiang Chaoyi Zhang Yang Song Jianhui Yu Weidong (Tom) Cai 3DPC 133 230 0 04 May 2021
Self-Supervised Pretraining of 3D Features on any Point-Cloud Zaiwei Zhang Rohit Girdhar Armand Joulin Ishan Misra 3DPC 109 235 0 07 Jan 2021
PointContrast: Unsupervised Pre-training for 3D Point Cloud Understanding Saining Xie Jiatao Gu Demi Guo C. Qi Leonidas J. Guibas Or Litany 3DPC 131 618 0 21 Jul 2020
Point-GNN: Graph Neural Network for 3D Object Detection in a Point Cloud Weijing Shi Ragunathan R. Rajkumar 3DPC 133 615 0 02 Mar 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