Point Mamba: A Novel Point Cloud Backbone Based on State Space Model with Octree-Based Ordering Strategy

11 March 2024

Hesheng Wang

Papers citing "Point Mamba: A Novel Point Cloud Backbone Based on State Space Model with Octree-Based Ordering Strategy"

37 / 37 papers shown

Title
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
Hierarchical Feature Learning for Medical Point Clouds via State Space Model Guoqing Zhang Jingyun Yang Yang Li 21 0 0 17 Apr 2025
Selecting and Pruning: A Differentiable Causal Sequentialized State-Space Model for Two-View Correspondence Learning Xiang Fang S. Zhang Hao Zhang Tao Lu Huabing Zhou Jiayi Ma Mamba 70 0 0 23 Mar 2025
Global-Aware Monocular Semantic Scene Completion with State Space Models Shijie Li Zhongyao Cheng Rong Li Shuai Li Juergen Gall Xun Xu Xulei Yang 41 0 0 09 Mar 2025
MUSE: Mamba is Efficient Multi-scale Learner for Text-video Retrieval Haoran Tang Meng Cao Jinfa Huang Ruyang Liu Peng Jin Ge Li Xiaodan Liang Mamba 92 4 0 24 Feb 2025
MambaPlace:Text-to-Point-Cloud Cross-Modal Place Recognition with Attention Mamba Mechanisms Tianyi Shang Zhenyu Li Wenhao Pei Pengjie Xu Mamba 67 0 0 24 Feb 2025
Skip Mamba Diffusion for Monocular 3D Semantic Scene Completion Li Liang Naveed Akhtar J. Vice Xiangrui Kong Ajmal Saeed Mian 34 1 0 13 Jan 2025
START: A Generalized State Space Model with Saliency-Driven Token-Aware Transformation Jintao Guo Lei Qi Yinghuan Shi Yang Gao 23 1 0 08 Jan 2025
FlowMamba: Learning Point Cloud Scene Flow with Global Motion Propagation Min Lin Gangwei Xu Yun Wang Xianqi Wang Xin Yang 3DPC 33 2 0 23 Dec 2024
SegMAN: Omni-scale Context Modeling with State Space Models and Local Attention for Semantic Segmentation Yunxiang Fu Meng Lou Yizhou Yu 109 1 0 16 Dec 2024
On the Efficiency of NLP-Inspired Methods for Tabular Deep Learning Anton Thielmann Soheila Samiee LMTD 68 1 0 26 Nov 2024
NIMBA: Towards Robust and Principled Processing of Point Clouds With SSMs Nursena Köprücü Destiny Okpekpe Antonio Orvieto Mamba 23 1 0 31 Oct 2024
DiffPano: Scalable and Consistent Text to Panorama Generation with Spherical Epipolar-Aware Diffusion Weicai Ye Chenhao Ji Zheng Chen Junyao Gao Xiaoshui Huang Song-Hai Zhang Wanli Ouyang Tong He Cairong Zhao Guofeng Zhang 39 6 0 31 Oct 2024
Exploring contextual modeling with linear complexity for point cloud segmentation Yong Xien Chng Xuchong Qiu Yizeng Han Yifan Pu Jiewei Cao Gao Huang Mamba 20 1 0 28 Oct 2024
QuadMamba: Learning Quadtree-based Selective Scan for Visual State Space Model Fei Xie Weijia Zhang Zhongdao Wang Chao Ma Mamba 21 3 0 09 Oct 2024
Monocular Visual Place Recognition in LiDAR Maps via Cross-Modal State Space Model and Multi-View Matching Gongxin Yao Xinyang Li Luowei Fu Yu Pan 28 1 0 08 Oct 2024
MARCA: Mamba Accelerator with ReConfigurable Architecture Jinhao Li Shan Huang Jiaming Xu Jun Liu Li Ding Ningyi Xu Guohao Dai 21 5 0 16 Sep 2024
OccMamba: Semantic Occupancy Prediction with State Space Models Heng Li Yuenan Hou Xiaohan Xing Xiao Sun Xiao Sun Yanyong Zhang Mamba 42 2 0 19 Aug 2024
Mambular: A Sequential Model for Tabular Deep Learning Anton Thielmann Manish Kumar Christoph Weisser Arik Reuter Benjamin Säfken Soheila Samiee Mamba LMTD 56 6 0 12 Aug 2024
LaMamba-Diff: Linear-Time High-Fidelity Diffusion Models Based on Local Attention and Mamba Yunxiang Fu Chaoqi Chen Yizhou Yu Mamba 53 3 0 05 Aug 2024
Vision Mamba for Classification of Breast Ultrasound Images Ali Nasiri-Sarvi Mahdi S. Hosseini Hassan Rivaz 22 5 0 04 Jul 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
Multi-Modal UAV Detection, Classification and Tracking Algorithm -- Technical Report for CVPR 2024 UG2 Challenge Tianchen Deng Yi Zhou Wenhua Wu Mingrui Li Jingwei Huang ... Hao Zuo Yanbo Wang Yutao Yue Hesheng Wang Weidong Chen 34 11 0 26 May 2024
Understanding the differences in Foundation Models: Attention, State Space Models, and Recurrent Neural Networks Jerome Sieber Carmen Amo Alonso A. Didier M. Zeilinger Antonio Orvieto AAML 39 7 0 24 May 2024
PointRWKV: Efficient RWKV-Like Model for Hierarchical Point Cloud Learning Qingdong He Jiangning Zhang Jinlong Peng Haoyang He Yabiao Wang Chengjie Wang 3DPC 35 12 0 24 May 2024
Rethinking Efficient and Effective Point-based Networks for Event Camera Classification and Regression: EventMamba Hongwei Ren Yue Zhou Jiadong Zhu Haotian Fu Yulong Huang Xiaopeng Lin Yuetong Fang Fei Ma Hao Yu Bo-Xun Cheng Mamba 36 9 0 09 May 2024
Vision Mamba: A Comprehensive Survey and Taxonomy Xiao Liu Chenxu Zhang Lei Zhang Mamba 36 23 0 07 May 2024
Millimeter Wave Radar-based Human Activity Recognition for Healthcare Monitoring Robot Zhanzhong Gu Xiangjian He Gengfa Fang Chengpei Xu Feng Xia Wenjing Jia 22 3 0 03 May 2024
Visual Mamba: A Survey and New Outlooks Rui Xu Shu Yang Yihui Wang Yu Cai Bo Du Hao Chen Mamba 35 21 0 29 Apr 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
A Survey on Visual Mamba Hanwei Zhang Ying Zhu Dan Wang Lijun Zhang Tianxiang Chen Zi Ye Mamba 26 52 0 24 Apr 2024
MambaMOS: LiDAR-based 3D Moving Object Segmentation with Motion-aware State Space Model Kang Zeng Haowen Shi Jiacheng Lin Siyu Li Jintao Cheng Kaiwei Wang Zhiyong Li Kailun Yang Mamba 25 0 0 19 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 31 48 0 15 Apr 2024
NeSLAM: Neural Implicit Mapping and Self-Supervised Feature Tracking With Depth Completion and Denoising Tianchen Deng Yanbo Wang Hongle Xie Hesheng Wang Jingchuan Wang Danwei W. Wang Weidong Chen 3DV 35 22 0 29 Mar 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 74 205 0 15 Dec 2023
Liquid Structural State-Space Models Ramin Hasani Mathias Lechner Tsun-Hsuan Wang Makram Chahine Alexander Amini Daniela Rus AI4TS 92 93 0 26 Sep 2022
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