VMamba: Visual State Space Model

31 December 2024

Papers citing "VMamba: Visual State Space Model"

50 / 380 papers shown

Title
PTQ4VM: Post-Training Quantization for Visual Mamba Younghyun Cho Changhun Lee Seonggon Kim Eunhyeok Park MQ Mamba 31 2 0 29 Dec 2024
VarAD: Lightweight High-Resolution Image Anomaly Detection via Visual Autoregressive Modeling Yunkang Cao Haiming Yao Wei Luo Weiming Shen 33 2 0 23 Dec 2024
V"Mean"ba: Visual State Space Models only need 1 hidden dimension Tien-Yu Chi Hung-Yueh Chiang Chi-Chih Chang N. Huang Kai-Chiang Wu 83 0 0 21 Dec 2024
GG-SSMs: Graph-Generating State Space Models Nikola Zubić Davide Scaramuzza Mamba 79 1 0 17 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
OccScene: Semantic Occupancy-based Cross-task Mutual Learning for 3D Scene Generation Bohan Li Xin Jin J. Wang Yukai Shi Yasheng Sun ... Zhuang Ma Baao Xie Chao Ma Xiaokang Yang Wenjun Zeng DiffM 77 1 0 15 Dec 2024
XYScanNet: A State Space Model for Single Image Deblurring Hanzhou Liu Chengkai Liu Jiacong Xu Peng Jiang Mi Lu Mamba 78 0 0 13 Dec 2024
Exploring Real&Synthetic Dataset and Linear Attention in Image Restoration Yuzhen Du Teng Hu J. Zhang Ran Yi Chengming Xu Xiaobin Hu Kai WU Donghao Luo Y. Wang Lizhuang Ma 73 1 0 05 Dec 2024
MamKPD: A Simple Mamba Baseline for Real-Time 2D Keypoint Detection Yonghao Dang Liyuan Liu Hui Kang Ping Ye Jianqin Yin Mamba 69 0 0 02 Dec 2024
MambaU-Lite: A Lightweight Model based on Mamba and Integrated Channel-Spatial Attention for Skin Lesion Segmentation Thi-Nhu-Quynh Nguyen Quang-Huy Ho Duy-Thai Nguyen Hoang-Minh-Quang Le Van-Truong Pham Thi-Thao Tran Mamba 63 1 0 02 Dec 2024
MambaNUT: Nighttime UAV Tracking via Mamba-based Adaptive Curriculum Learning You Wu Xiangyang Yang Xucheng Wang Hengzhou Ye Dan Zeng Shuiwang Li Mamba 96 0 0 01 Dec 2024
RS-vHeat: Heat Conduction Guided Efficient Remote Sensing Foundation Model Huiyang Hu Peijin Wang Hanbo Bi Boyuan Tong Z. Wang ... Ziqi Zhang QiXiang Ye Kun Fu Xian Sun Xian Sun 89 0 0 27 Nov 2024
TinyViM: Frequency Decoupling for Tiny Hybrid Vision Mamba Xiaowen Ma Zhenliang Ni Xinghao Chen Mamba 68 2 0 26 Nov 2024
MobileMamba: Lightweight Multi-Receptive Visual Mamba Network Haoyang He J. Zhang Yuxuan Cai Hongxu Chen Xiaobin Hu Zhenye Gan Y. Wang Chengjie Wang Yunsheng Wu Lei Xie Mamba 77 3 0 24 Nov 2024
State-Space Large Audio Language Models Saurabhchand Bhati Yuan Gong Leonid Karlinsky Hilde Kuehne Rogerio Feris James Glass 82 0 0 24 Nov 2024
EfficientViM: Efficient Vision Mamba with Hidden State Mixer based State Space Duality Sanghyeok Lee Joonmyung Choi Hyunwoo J. Kim 91 3 0 22 Nov 2024
Parameter Efficient Mamba Tuning via Projector-targeted Diagonal-centric Linear Transformation Seokil Ham H. Kim Sangmin Woo Changick Kim Mamba 89 0 0 21 Nov 2024
RAWMamba: Unified sRGB-to-RAW De-rendering With State Space Model Hongjun Chen Wencheng Han Huan Zheng Jianbing Shen Mamba 64 0 0 18 Nov 2024
KAN-Mamba FusionNet: Redefining Medical Image Segmentation with Non-Linear Modeling Akansh Agrawal Akshan Agrawal Shashwat Gupta Priyanka Bagade Mamba 62 3 0 18 Nov 2024
LFSamba: Marry SAM with Mamba for Light Field Salient Object Detection Zhengyi Liu Longzhen Wang Xianyong Fang Zhengzheng Tu Linbo Wang Mamba 28 1 0 11 Nov 2024
SEM-Net: Efficient Pixel Modelling for image inpainting with Spatially Enhanced SSM Shuang Chen Haozheng Zhang Amir Atapour-Abarghouei Hubert P. H. Shum 23 0 0 10 Nov 2024
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 42 3 0 06 Nov 2024
MambaPEFT: Exploring Parameter-Efficient Fine-Tuning for Mamba Masakazu Yoshimura Teruaki Hayashi Yota Maeda Mamba 56 2 0 06 Nov 2024
ShadowMamba: State-Space Model with Boundary-Region Selective Scan for Shadow Removal Xiujin Zhu Chee-Onn Chow Joon Huang Chuah Mamba 40 0 0 05 Nov 2024
MLLA-UNet: Mamba-like Linear Attention in an Efficient U-Shape Model for Medical Image Segmentation Yufeng Jiang Zongxi Li Xiangyan Chen Haoran Xie Jing Cai Mamba 27 1 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 18 1 0 28 Oct 2024
Topology-aware Mamba for Crack Segmentation in Structures Xin Zuo Yu Sheng Jifeng Shen Yongwei Shan Mamba 20 3 0 25 Oct 2024
Frontiers in Intelligent Colonoscopy Ge-Peng Ji Jingyi Liu Peng-Tao Xu Nick Barnes F. Khan Salman Khan Deng-Ping Fan 41 4 0 22 Oct 2024
MambaSOD: Dual Mamba-Driven Cross-Modal Fusion Network for RGB-D Salient Object Detection Yue Zhan Zhihong Zeng Haijun Liu Xiaoheng Tan Yinli Tian Mamba 25 3 0 19 Oct 2024
Spatial-Mamba: Effective Visual State Space Models via Structure-aware State Fusion Chaodong Xiao Minghan Li Zhengqiang Zhang Deyu Meng Lei Zhang Mamba 45 4 0 19 Oct 2024
Variable Aperture Bokeh Rendering via Customized Focal Plane Guidance Kang Chen Shijun Yan Aiwen Jiang Han Li Zhifeng Wang 25 0 0 18 Oct 2024
MambaSCI: Efficient Mamba-UNet for Quad-Bayer Patterned Video Snapshot Compressive Imaging Zhenghao Pan Haijin Zeng Jiezhang Cao Yongyong Chen Kai Zhang Yong Xu Mamba 25 1 0 18 Oct 2024
Rethinking Transformer for Long Contextual Histopathology Whole Slide Image Analysis Honglin Li Yunlong Zhang Pingyi Chen Zhongyi Shui Chenglu Zhu Lin Yang MedIm 24 4 0 18 Oct 2024
RemoteDet-Mamba: A Hybrid Mamba-CNN Network for Multi-modal Object Detection in Remote Sensing Images Kejun Ren Xin Wu Lianming Xu Li Wang Mamba 28 1 0 17 Oct 2024
MambaBEV: An efficient 3D detection model with Mamba2 Zihan You Hao Wang Qichao Zhao Jinxiang Wang Jinxiang Wang Mamba 55 4 0 16 Oct 2024
V2M: Visual 2-Dimensional Mamba for Image Representation Learning Chengkun Wang Wenzhao Zheng Yuanhui Huang Jie Zhou Jiwen Lu Mamba 15 0 0 14 Oct 2024
GlobalMamba: Global Image Serialization for Vision Mamba Chengkun Wang Wenzhao Zheng Jie Zhou Jiwen Lu Mamba 21 0 0 14 Oct 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
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
EMMA: Empowering Multi-modal Mamba with Structural and Hierarchical Alignment Yifei Xing Xiangyuan Lan Ruiping Wang D. Jiang Wenjun Huang Qingfang Zheng Yaowei Wang Mamba 30 0 0 08 Oct 2024
Remote Sensing Image Segmentation Using Vision Mamba and Multi-Scale Multi-Frequency Feature Fusion Yice Cao Chenchen Liu Zhenhua Wu Wenxin Yao Liu Xiong Jie Chen Zhixiang Huang Mamba 31 2 0 08 Oct 2024
IGroupSS-Mamba: Interval Group Spatial-Spectral Mamba for Hyperspectral Image Classification Yan He Bing Tu Puzhao Jiang Bo Liu Jun Li Antonio J. Plaza 26 10 0 07 Oct 2024
Classification-Denoising Networks Louis Thiry Florentin Guth 17 0 0 04 Oct 2024
HRVMamba: High-Resolution Visual State Space Model for Dense Prediction Hao Zhang Yongqiang Ma Wenqi Shao Ping Luo Nanning Zheng Kaipeng Zhang Mamba 15 1 0 04 Oct 2024
HMT-Grasp: A Hybrid Mamba-Transformer Approach for Robot Grasping in Cluttered Environments Songsong Xiong H. Kasaei 29 0 0 04 Oct 2024
Mamba Neural Operator: Who Wins? Transformers vs. State-Space Models for PDEs Chun-Wun Cheng Jiahao Huang Yi Zhang Guang Yang Carola-Bibiane Schonlieb Angelica I Aviles-Rivero Mamba AI4CE 66 2 0 03 Oct 2024
CXPMRG-Bench: Pre-training and Benchmarking for X-ray Medical Report Generation on CheXpert Plus Dataset Xiao Wang Fuling Wang Yuehang Li Qingchuan Ma Shiao Wang Bo Jiang Chuanfu Li Jin Tang 24 2 0 01 Oct 2024
MAP: Unleashing Hybrid Mamba-Transformer Vision Backbone's Potential with Masked Autoregressive Pretraining Yunze Liu Li Yi Mamba 20 2 0 01 Oct 2024
Hybrid Mamba for Few-Shot Segmentation Qianxiong Xu Xuanyi Liu Lanyun Zhu Guosheng Lin Cheng Long Ziyue Li Rui Zhao Mamba 20 3 0 29 Sep 2024
MambaEviScrib: Mamba and Evidence-Guided Consistency Enhance CNN Robustness for Scribble-Based Weakly Supervised Ultrasound Image Segmentation Xiaoxiang Han Xinyu Li Jiang Shang Yiman Liu Keyan Chen Qiaohong Liu Qi Zhang Qi Zhang Mamba 15 0 0 28 Sep 2024