VMamba: Visual State Space Model

31 December 2024

Papers citing "VMamba: Visual State Space Model"

50 / 383 papers shown

Title
SegSTRONG-C: Segmenting Surgical Tools Robustly On Non-adversarial Generated Corruptions -- An EndoVis'24 Challenge Hao Ding Tuxun Lu Yuqian Zhang Ruixing Liang Hongchao Shu ... Bo Wang Marcos Fernández-Rodríguez Estevao Lima João L. Vilaça Mathias Unberath 57 4 0 16 Jul 2024
An Empirical Study of Mamba-based Pedestrian Attribute Recognition Xiao Wang Weizhe Kong Jiandong Jin Shiao Wang Ruichong Gao Qingchuan Ma Chenglong Li Jin Tang Mamba 31 5 0 15 Jul 2024
Restore-RWKV: Efficient and Effective Medical Image Restoration with RWKV Zhiwen Yang Hui Zhang Dan Zhao Bingzheng Wei Bingzheng Wei Yan Xu MedIm 43 10 0 14 Jul 2024
Beyond Image Prior: Embedding Noise Prior into Conditional Denoising Transformer Yuanfei Huang Hua Huang ViT 45 1 0 12 Jul 2024
SliceMamba with Neural Architecture Search for Medical Image Segmentation Chao Fan Hongyuan Yu Yan Huang Liang Wang Zhenghan Yang Xibin Jia Mamba 49 1 0 11 Jul 2024
VideoMamba: Spatio-Temporal Selective State Space Model Jinyoung Park Hee-Seon Kim Kangwook Ko Minbeom Kim Changick Kim Mamba 34 7 0 11 Jul 2024
GraphMamba: An Efficient Graph Structure Learning Vision Mamba for Hyperspectral Image Classification Aitao Yang Min Li Yao Ding Leyuan Fang Yaoming Cai Yujie He 52 8 0 11 Jul 2024
DMM: Disparity-guided Multispectral Mamba for Oriented Object Detection in Remote Sensing Minghang Zhou Tianyu Li Chaofan Qiao Dongyu Xie Guoqing Wang Ningjuan Ruan Lin Mei Yang Yang Mamba 40 4 0 11 Jul 2024
MambaVision: A Hybrid Mamba-Transformer Vision Backbone Ali Hatamizadeh Jan Kautz Mamba 40 56 0 10 Jul 2024
Mamba-FSCIL: Dynamic Adaptation with Selective State Space Model for Few-Shot Class-Incremental Learning Xiaojie Li Yibo Yang Jianlong Wu Bernard Ghanem Liqiang Nie Min Zhang Mamba 36 5 0 08 Jul 2024
LGRNet: Local-Global Reciprocal Network for Uterine Fibroid Segmentation in Ultrasound Videos Huihui Xu Yijun Yang Angelica I Aviles-Rivero Guang Yang Jing Qin Lei Zhu 40 4 0 08 Jul 2024
SCSA: Exploring the Synergistic Effects Between Spatial and Channel Attention Yunzhong Si Huiying Xu Xinzhong Zhu Wenhao Zhang Yao Dong Yuxing Chen Hongbo Li 45 19 0 06 Jul 2024
Vision Mamba for Classification of Breast Ultrasound Images Ali Nasiri-Sarvi Mahdi S. Hosseini Hassan Rivaz 36 5 0 04 Jul 2024
BVI-RLV: A Fully Registered Dataset and Benchmarks for Low-Light Video Enhancement Ruirui Lin Nantheera Anantrasirichai Guoxi Huang Joanne Lin Qi Sun A. Malyugina David Bull 26 6 0 03 Jul 2024
VFIMamba: Video Frame Interpolation with State Space Models Guozhen Zhang Chunxu Liu Yutao Cui Xiaotong Zhao Kai Ma Limin Wang 45 8 0 02 Jul 2024
MTMamba: Enhancing Multi-Task Dense Scene Understanding by Mamba-Based Decoders Baijiong Lin Weisen Jiang Pengguang Chen Yu Zhang Shu Liu Ying-Cong Chen Mamba 41 9 0 02 Jul 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 32 10 0 27 Jun 2024
MMR-Mamba: Multi-Modal MRI Reconstruction with Mamba and Spatial-Frequency Information Fusion Jing Zou Lanqing Liu Qi Chen Shujun Wang Zhanli Hu Xiaohan Xing Jing Qin Mamba 43 2 0 27 Jun 2024
SUM: Saliency Unification through Mamba for Visual Attention Modeling Alireza Hosseini A. Kazerouni Saeed Akhavan Michael Brudno Babak Taati Mamba 28 3 0 25 Jun 2024
Venturing into Uncharted Waters: The Navigation Compass from Transformer to Mamba Yuchen Zou Yineng Chen Zuchao Li Lefei Zhang Hai Zhao 47 1 0 24 Jun 2024
Vision Mamba-based autonomous crack segmentation on concrete, asphalt, and masonry surfaces Zhaohui Chen Elyas Asadi Shamsabadi Sheng Jiang Luming Shen Daniel Dias-da-Costa Mamba 39 3 0 24 Jun 2024
Seg-LSTM: Performance of xLSTM for Semantic Segmentation of Remotely Sensed Images Qinfeng Zhu Yuanzhi Cai Lei Fan VLM 40 5 0 20 Jun 2024
DeciMamba: Exploring the Length Extrapolation Potential of Mamba Assaf Ben-Kish Itamar Zimerman Shady Abu Hussein Nadav Cohen Amir Globerson Lior Wolf Raja Giryes Mamba 67 13 0 20 Jun 2024
EndoUIC: Promptable Diffusion Transformer for Unified Illumination Correction in Capsule Endoscopy Long Bai Tong Chen Qiaozhi Tan Wan Jun Nah Yanheng Li ... Jinlin Wu Mobarakol Islam Zhen Li Hongbin Liu Hongliang Ren DiffM MedIm 28 6 0 19 Jun 2024
LFMamba: Light Field Image Super-Resolution with State Space Model Wang xia Yao Lu Shunzhou Wang Ziqi Wang Peiqi Xia Tianfei Zhou Mamba 43 4 0 18 Jun 2024
Voxel Mamba: Group-Free State Space Models for Point Cloud based 3D Object Detection Guowen Zhang Lue Fan Chenhang He Zhen Lei Zhaoxiang Zhang Lei Zhang Mamba 42 21 0 15 Jun 2024
DenoiseReID: Denoising Model for Representation Learning of Person Re-Identification Zhengrui Xu Guan’an Wang Xiaowen Huang Jitao Sang 39 0 0 13 Jun 2024
On Evaluating Adversarial Robustness of Volumetric Medical Segmentation Models H. Malik Numan Saeed Asif Hanif Muzammal Naseer Mohammad Yaqub Salman Khan F. Khan 48 0 0 12 Jun 2024
PixMamba: Leveraging State Space Models in a Dual-Level Architecture for Underwater Image Enhancement Wei-Tung Lin Yong-Xiang Lin Jyun-Wei Chen Kai-Lung Hua Mamba 23 5 0 12 Jun 2024
Autoregressive Pretraining with Mamba in Vision Sucheng Ren Xianhang Li Haoqin Tu Feng Wang Fangxun Shu ... L. Yang Peng Wang Heng Wang Alan Yuille Cihang Xie Mamba 68 9 0 11 Jun 2024
MambaLRP: Explaining Selective State Space Sequence Models F. Jafari G. Montavon Klaus-Robert Müller Oliver Eberle Mamba 54 9 0 11 Jun 2024
DualMamba: A Lightweight Spectral-Spatial Mamba-Convolution Network for Hyperspectral Image Classification Jiamu Sheng Jingyi Zhou Jiong Wang Peng Ye Jiayuan Fan 40 12 0 11 Jun 2024
MVGamba: Unify 3D Content Generation as State Space Sequence Modeling Xuanyu Yi Zike Wu Qiuhong Shen Qingshan Xu Pan Zhou Joo-Hwee Lim Shuicheng Yan Xinchao Wang Hanwang Zhang 57 12 0 10 Jun 2024
Mamba YOLO: SSMs-Based YOLO For Object Detection Zeyu Wang Chen Li Huiying Xu Xinzhong Zhu Mamba 47 2 0 09 Jun 2024
Convolution and Attention-Free Mamba-based Cardiac Image Segmentation Abbas Khan Muhammad Asad Martin Benning C. Roney Gregory Slabaugh Mamba 29 2 0 09 Jun 2024
Exploring Adversarial Robustness of Deep State Space Models Biqing Qi Yang Luo Junqi Gao Pengfei Li Kai Tian Zhiyuan Ma Bowen Zhou AAML 38 1 0 08 Jun 2024
Benchmarking Neural Decoding Backbones towards Enhanced On-edge iBCI Applications Zhou Zhou Guohang He Zheng Zhang Luziwei Leng Qinghai Guo Jianxing Liao Xuan Song Ran Cheng 45 2 0 08 Jun 2024
C-Mamba: Channel Correlation Enhanced State Space Models for Multivariate Time Series Forecasting Chaolv Zeng Zhanyu Liu Guanjie Zheng Linghe Kong Mamba 39 5 0 08 Jun 2024
MambaDepth: Enhancing Long-range Dependency for Self-Supervised Fine-Structured Monocular Depth Estimation Ionuţ Grigore Călin-Adrian Popa Mamba MDE 41 1 0 06 Jun 2024
Learning 1D Causal Visual Representation with De-focus Attention Networks Chenxin Tao Xizhou Zhu Shiqian Su Lewei Lu Changyao Tian ... Gao Huang Hongsheng Li Yu Qiao Jie Zhou Jifeng Dai 65 1 0 06 Jun 2024
Chimera: Effectively Modeling Multivariate Time Series with 2-Dimensional State Space Models Ali Behrouz Michele Santacatterina Ramin Zabih Mamba AI4TS 40 4 0 06 Jun 2024
Audio Mamba: Bidirectional State Space Model for Audio Representation Learning Mehmet Hamza Erol Arda Senocak Jiu Feng Joon Son Chung Mamba 65 19 0 05 Jun 2024
U-KAN Makes Strong Backbone for Medical Image Segmentation and Generation Chenxin Li Xinyu Liu W. J. Li Cheng Wang Hengyu Liu Yifan Liu Zhen Chen Yixuan Yuan MedIm DiffM SSeg 46 115 0 05 Jun 2024
GrootVL: Tree Topology is All You Need in State Space Model Yicheng Xiao Lin Song Shaoli Huang Jiangshan Wang Siyu Song Yixiao Ge Xiu Li Ying Shan Mamba 36 10 0 04 Jun 2024
Mamba as Decision Maker: Exploring Multi-scale Sequence Modeling in Offline Reinforcement Learning Jiahang Cao Qiang Zhang Ziqing Wang Jiaxu Wang Hao Cheng Yecheng Shao Wen Zhao Gang Han Yijie Guo Renjing Xu Mamba 48 2 0 04 Jun 2024
UniAnimate: Taming Unified Video Diffusion Models for Consistent Human Image Animation Xiang Wang Shiwei Zhang Changxin Gao Jiayu Wang Xiaoqiang Zhou Yingya Zhang Luxin Yan Nong Sang VGen 62 30 0 03 Jun 2024
Dual Hyperspectral Mamba for Efficient Spectral Compressive Imaging Jiahua Dong Hui Yin Hongliu Li Wenbo Li Yulun Zhang Salman Khan Fahad Shahbaz Khan Mamba 33 1 0 01 Jun 2024
Contrastive Learning Via Equivariant Representation Sifan Song Jinfeng Wang Qiaochu Zhao Xiang Li Dufan Wu Angelos Stefanidis Jionglong Su S. Kevin Zhou Quanzheng Li 33 1 0 01 Jun 2024
S4Fusion: Saliency-aware Selective State Space Model for Infrared Visible Image Fusion Haolong Ma Hui Li Chunyang Cheng Gaoang Wang Xiaoning Song Xiao-Jun Wu 47 1 0 31 May 2024
Joint Selective State Space Model and Detrending for Robust Time Series Anomaly Detection Junqi Chen Xu Tan S. Rahardja Jiawei Yang S. Rahardja Mamba 36 2 0 30 May 2024