VMamba: Visual State Space Model

31 December 2024

Papers citing "VMamba: Visual State Space Model"

50 / 383 papers shown

Title
MambaUIE&SR: Unraveling the Ocean's Secrets with Only 2.8 GFLOPs Zhihao Chen Yiyuan Ge Mamba 25 5 0 22 Apr 2024
$NTIRE 2024 Challenge on Image Super-Resolution ($\times$4): Methods and Results$ NTIRE 2024 Challenge on Image Super-Resolution ( $\times$ 4): Methods and Results Zheng Chen Zongwei Wu Eduard Zamfir Kai Zhang Yulun Zhang ... Yan Luo Yanyan Wei Asif Hussain Khan C. Micheloni N. Martinel SupR 31 32 0 15 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 33 49 0 15 Apr 2024
FusionMamba: Dynamic Feature Enhancement for Multimodal Image Fusion with Mamba Xinyu Xie Yawen Cui Chio-in Ieong Tao Tan Xiaozhi Zhang Mamba 40 39 0 15 Apr 2024
Fusion-Mamba for Cross-modality Object Detection Wenhao Dong Haodong Zhu Shaohui Lin Xiaoyan Luo Yunhang Shen Xuhui Liu Juan Zhang Guodong Guo Baochang Zhang Mamba 35 26 0 14 Apr 2024
SpectralMamba: Efficient Mamba for Hyperspectral Image Classification Jing Yao Danfeng Hong Chenyu Li J. Chanussot Mamba 37 43 0 12 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 51 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 58 33 0 09 Apr 2024
VMambaMorph: a Multi-Modality Deformable Image Registration Framework based on Visual State Space Model with Cross-Scan Module Ziyang Wang Jian-Qing Zheng Chao Ma Tao Guo Mamba 40 3 0 07 Apr 2024
InsectMamba: Insect Pest Classification with State Space Model Qianning Wang Chenglin Wang Zhixin Lai Yucheng Zhou Mamba 45 12 0 04 Apr 2024
ChangeMamba: Remote Sensing Change Detection with Spatio-Temporal State Space Model Hongruixuan Chen Jian Song Chengxi Han Junshi Xia Naoto Yokoya Mamba 26 75 0 04 Apr 2024
RS-Mamba for Large Remote Sensing Image Dense Prediction Sijie Zhao Hao Chen Xue-liang Zhang P. Xiao Lei Bai Wanli Ouyang Mamba 35 79 0 03 Apr 2024
RS3Mamba: Visual State Space Model for Remote Sensing Images Semantic Segmentation Xianping Ma Xiaokang Zhang Man-On Pun Mamba 44 50 0 03 Apr 2024
SPMamba: State-space model is all you need in speech separation Kai Li Guo Chen Mamba 45 0 0 02 Apr 2024
Samba: Semantic Segmentation of Remotely Sensed Images with State Space Model Qinfeng Zhu Yuanzhi Cai Yuan-Sheng Fang Yihan Yang Cheng Chen Lei Fan Anh Nguyen Mamba 43 55 0 02 Apr 2024
SpikeMba: Multi-Modal Spiking Saliency Mamba for Temporal Video Grounding Wenrui Li Xiaopeng Hong Ruiqin Xiong Xiaopeng Fan Mamba 57 17 0 01 Apr 2024
Learning Enriched Features via Selective State Spaces Model for Efficient Image Deblurring Huiyu Gao Depeng Dang 32 13 0 29 Mar 2024
UltraLight VM-UNet: Parallel Vision Mamba Significantly Reduces Parameters for Skin Lesion Segmentation Renkai Wu Yinghao Liu Pengchen Liang Qing Chang Mamba 25 45 0 29 Mar 2024
MambaMixer: Efficient Selective State Space Models with Dual Token and Channel Selection Ali Behrouz Michele Santacatterina Ramin Zabih 39 31 0 29 Mar 2024
RSMamba: Remote Sensing Image Classification with State Space Model Keyan Chen Bo-Ying Chen Chenyang Liu Wenyuan Li Zhengxia Zou Z. Shi Mamba 23 113 0 28 Mar 2024
Gamba: Marry Gaussian Splatting with Mamba for single view 3D reconstruction Qiuhong Shen Zike Wu Xuanyu Yi Pan Zhou Hanwang Zhang Shuicheng Yan Xinchao Wang 3DGS 53 38 0 27 Mar 2024
Heracles: A Hybrid SSM-Transformer Model for High-Resolution Image and Time-Series Analysis Badri N. Patro Suhas Ranganath Vinay P. Namboodiri Vijay Srinivas Agneeswaran 43 2 0 26 Mar 2024
Serpent: Scalable and Efficient Image Restoration via Multi-scale Structured State Space Models Mohammad Shahab Sepehri Zalan Fabian Mahdi Soltanolkotabi 29 5 0 26 Mar 2024
ReMamber: Referring Image Segmentation with Mamba Twister Yu-Hao Yang Chaofan Ma Jiangchao Yao Zhun Zhong Ya-Qin Zhang Yanfeng Wang Mamba 58 20 0 26 Mar 2024
Rotate to Scan: UNet-like Mamba with Triplet SSM Module for Medical Image Segmentation Hao Tang Lianglun Cheng Guoheng Huang Zhengguang Tan Junhao Lu Kaihong Wu Mamba 43 10 0 26 Mar 2024
PlainMamba: Improving Non-Hierarchical Mamba in Visual Recognition Chenhongyi Yang Zehui Chen Miguel Espinosa Linus Ericsson Zhenyu Wang Jiaming Liu Elliot J. Crowley Mamba 26 86 0 26 Mar 2024
Integrating Mamba Sequence Model and Hierarchical Upsampling Network for Accurate Semantic Segmentation of Multiple Sclerosis Legion Kazi Shahriar Sanjid Md. Tanzim Hossain Md. Shakib Shahariar Junayed M. M. Uddin Mamba 50 8 0 26 Mar 2024
VMRNN: Integrating Vision Mamba and LSTM for Efficient and Accurate Spatiotemporal Forecasting Yujin Tang Peijie Dong Zhenheng Tang Xiaowen Chu Junwei Liang Mamba 60 20 0 25 Mar 2024
CMViM: Contrastive Masked Vim Autoencoder for 3D Multi-modal Representation Learning for AD classification Guangqian Yang Kangrui Du Zhihan Yang Ye Du Yongping Zheng Shujun Wang 34 16 0 25 Mar 2024
SiMBA: Simplified Mamba-Based Architecture for Vision and Multivariate Time series Badri N. Patro Vijay Srinivas Agneeswaran Mamba 51 50 0 22 Mar 2024
Surgical-LVLM: Learning to Adapt Large Vision-Language Model for Grounded Visual Question Answering in Robotic Surgery Guan-Feng Wang Long Bai Wan Jun Nah Jie Wang Zhaoxi Zhang Zhen Chen Jinlin Wu Mobarakol Islam Hongbin Liu Hongliang Ren 40 14 0 22 Mar 2024
ZigMa: A DiT-style Zigzag Mamba Diffusion Model Vincent Tao Hu S. A. Baumann Ming Gui Olga Grebenkova Pingchuan Ma Johannes S. Fischer Bjorn Ommer 40 42 0 20 Mar 2024
H-vmunet: High-order Vision Mamba UNet for Medical Image Segmentation Renkai Wu Yinghao Liu Pengchen Liang Qing Chang Mamba 40 29 0 20 Mar 2024
VL-Mamba: Exploring State Space Models for Multimodal Learning Yanyuan Qiao Zheng Yu Longteng Guo Sihan Chen Zijia Zhao Mingzhen Sun Qi Wu Jing Liu Mamba 35 65 0 20 Mar 2024
VmambaIR: Visual State Space Model for Image Restoration Yuan Shi Bin Xia Xiaoyu Jin Xing Wang Tianyu Zhao Xin Xia Xuefeng Xiao Wenming Yang 40 53 0 18 Mar 2024
Understanding Robustness of Visual State Space Models for Image Classification Chengbin Du Yanxi Li Chang Xu Mamba 34 12 0 16 Mar 2024
On the low-shot transferability of [V]-Mamba Diganta Misra Jay Gala Antonio Orvieto Mamba 37 1 0 15 Mar 2024
EfficientVMamba: Atrous Selective Scan for Light Weight Visual Mamba Xiaohuan Pei Tao Huang Chang Xu Mamba 27 88 0 15 Mar 2024
Video Mamba Suite: State Space Model as a Versatile Alternative for Video Understanding Guo Chen Yifei Huang Jilan Xu Baoqi Pei Zhe Chen Zhiqi Li Jiahao Wang Kunchang Li Tong Lu Limin Wang Mamba 64 73 0 14 Mar 2024
MambaTalk: Efficient Holistic Gesture Synthesis with Selective State Space Models Zunnan Xu Yukang Lin Haonan Han Sicheng Yang Ronghui Li Yachao Zhang Xiu Li Mamba 46 25 0 14 Mar 2024
LocalMamba: Visual State Space Model with Windowed Selective Scan Tao Huang Xiaohuan Pei Shan You Fei-Yue Wang Chao Qian Chang Xu Mamba 37 138 0 14 Mar 2024
VM-UNET-V2 Rethinking Vision Mamba UNet for Medical Image Segmentation Mingya Zhang Yue Yu Limei Gu Tingsheng Lin Xianping Tao Mamba 50 44 0 14 Mar 2024
SSM Meets Video Diffusion Models: Efficient Video Generation with Structured State Spaces Yuta Oshima Shohei Taniguchi Masahiro Suzuki Yutaka Matsuo 37 2 0 12 Mar 2024
Motion Mamba: Efficient and Long Sequence Motion Generation with Hierarchical and Bidirectional Selective SSM Zeyu Zhang Akide Liu Ian Reid Richard Hartley Bohan Zhuang Hao Tang Mamba 40 61 0 12 Mar 2024
VideoMamba: State Space Model for Efficient Video Understanding Kunchang Li Xinhao Li Yi Wang Yinan He Yali Wang Limin Wang Yu Qiao Mamba 35 180 0 11 Mar 2024
Point Mamba: A Novel Point Cloud Backbone Based on State Space Model with Octree-Based Ordering Strategy Jiuming Liu Ruiji Yu Yian Wang Yu Zheng Tianchen Deng Weicai Ye Hesheng Wang 37 42 0 11 Mar 2024
LightM-UNet: Mamba Assists in Lightweight UNet for Medical Image Segmentation Weibin Liao Yinghao Zhu Xinyuan Wang Cehngwei Pan Yasha Wang Liantao Ma Mamba 38 65 0 08 Mar 2024
MamMIL: Multiple Instance Learning for Whole Slide Images with State Space Models Zijie Fang Yifeng Wang Zhi Wang Jian Andrew Zhang Xiangyang Ji Yongbing Zhang Mamba 34 6 0 08 Mar 2024
InstructGIE: Towards Generalizable Image Editing Zichong Meng Changdi Yang Jun Liu Hao Tang Pu Zhao Yanzhi Wang DiffM 39 6 0 08 Mar 2024
MedMamba: Vision Mamba for Medical Image Classification Yubiao Yue Zhenzhang Li Mamba 26 58 0 06 Mar 2024