VMamba: Visual State Space Model

31 December 2024

Papers citing "VMamba: Visual State Space Model"

50 / 380 papers shown

Title
Exploring Token Pruning in Vision State Space Models Zheng Zhan Zhenglun Kong Yifan Gong Yushu Wu Zichong Meng ... Xuan Shen Stratis Ioannidis Wei Niu Pu Zhao Yanzhi Wang 20 9 0 27 Sep 2024
EM-Net: Efficient Channel and Frequency Learning with Mamba for 3D Medical Image Segmentation Ao Chang Jiajun Zeng Ruobing Huang Dong Ni Mamba 16 0 0 26 Sep 2024
Classification of Gleason Grading in Prostate Cancer Histopathology Images Using Deep Learning Techniques: YOLO, Vision Transformers, and Vision Mamba Amin Malekmohammadi Ali Badiezadeh Seyed Mostafa Mirhassani Parisa Gifani Majid Vafaeezadeh 12 0 0 25 Sep 2024
Semi-LLIE: Semi-supervised Contrastive Learning with Mamba-based Low-light Image Enhancement Guanlin Li Ke Zhang Ting Wang Ming Li Bin Zhao Xuelong Li 14 0 0 25 Sep 2024
MambaJSCC: Adaptive Deep Joint Source-Channel Coding with Generalized State Space Model Tong Wu Zhiyong Chen Meixia Tao Yaping Sun Xiaodong Xu Wenjun Zhang Ping Zhang Mamba BDL 11 2 0 25 Sep 2024
GraspMamba: A Mamba-based Language-driven Grasp Detection Framework with Hierarchical Feature Learning Huy Hoang Nguyen An Vuong Anh Nguyen Ian Reid Minh Nhat Vu Mamba 21 1 0 22 Sep 2024
OneBEV: Using One Panoramic Image for Bird's-Eye-View Semantic Mapping Jiale Wei Junwei Zheng Ruiping Liu Jie Hu Jiaming Zhang Rainer Stiefelhagen 11 1 0 20 Sep 2024
DenoMamba: A fused state-space model for low-dose CT denoising Şaban Öztürk Oğuz Can Duran Tolga Çukur Mamba MedIm 19 0 0 19 Sep 2024
MambaRecon: MRI Reconstruction with Structured State Space Models Yilmaz Korkmaz V. Patel Mamba 18 2 0 19 Sep 2024
SkinMamba: A Precision Skin Lesion Segmentation Architecture with Cross-Scale Global State Modeling and Frequency Boundary Guidance Shun Zou Mingya Zhang Bingjian Fan Zhengyi Zhou Xiuguo Zou Mamba 17 3 0 17 Sep 2024
Mamba-YOLO-World: Marrying YOLO-World with Mamba for Open-Vocabulary Detection Haoxuan Wang Q. He Jinlong Peng Hao Yang Mingmin Chi Yabiao Wang Mamba 34 1 0 13 Sep 2024
Learning Brain Tumor Representation in 3D High-Resolution MR Images via Interpretable State Space Models Qingqiao Hu Daoan Zhang Jiebo Luo Zhenyu Gong Benedikt Wiestler Jianguo Zhang Hongwei Bran Li 16 0 0 12 Sep 2024
MedSegMamba: 3D CNN-Mamba Hybrid Architecture for Brain Segmentation Aaron Cao Zongyu Li Jia Guo Andrew F. Laine Jia Guo Mamba 44 1 0 12 Sep 2024
PPMamba: A Pyramid Pooling Local Auxiliary SSM-Based Model for Remote Sensing Image Semantic Segmentation Yin Hu Xianping Ma Jialu Sui Man-On Pun Mamba 16 1 0 10 Sep 2024
DSDFormer: An Innovative Transformer-Mamba Framework for Robust High-Precision Driver Distraction Identification Junzhou Chen Zirui Zhang Jing Yu Heqiang Huang Ronghui Zhang Xuemiao Xu Bin Sheng Hong Yan Mamba 30 1 0 09 Sep 2024
MpoxMamba: A Grouped Mamba-based Lightweight Hybrid Network for Mpox Detection Yubiao Yue Jun Xue Haihuang Liang Zhenzhang Li Yufeng Wang Mamba 21 0 0 06 Sep 2024
UV-Mamba: A DCN-Enhanced State Space Model for Urban Village Boundary Identification in High-Resolution Remote Sensing Images Lulin Li Ben Chen Xuechao Zou Junliang Xing Pin Tao Mamba 30 0 0 05 Sep 2024
DS MYOLO: A Reliable Object Detector Based on SSMs for Driving Scenarios Yang Li Jianli Xiao 36 0 0 02 Sep 2024
MTMamba++: Enhancing Multi-Task Dense Scene Understanding via Mamba-Based Decoders Baijiong Lin Weisen Jiang Pengguang Chen Shu Liu Ying-Cong Chen Mamba 20 1 0 27 Aug 2024
LoG-VMamba: Local-Global Vision Mamba for Medical Image Segmentation Trung Dang Huy Hoang Nguyen A. Tiulpin Mamba 14 3 0 26 Aug 2024
MSVM-UNet: Multi-Scale Vision Mamba UNet for Medical Image Segmentation Chaowei Chen Li Yu Shiquan Min Shunfang Wang Mamba 16 2 0 25 Aug 2024
MambaCSR: Dual-Interleaved Scanning for Compressed Image Super-Resolution With SSMs Yulin Ren Xin Li Mengxi Guo Bingchen Li Shijie Zhao Zhibo Chen Mamba 23 3 0 21 Aug 2024
UNetMamba: An Efficient UNet-Like Mamba for Semantic Segmentation of High-Resolution Remote Sensing Images Enze Zhu Zhan Chen Dingkai Wang Hanru Shi Xiaoxuan Liu Lei Wang Mamba 23 4 0 21 Aug 2024
MambaOcc: Visual State Space Model for BEV-based Occupancy Prediction with Local Adaptive Reordering Yonglin Tian Songlin Bai Zhiyao Luo Yutong Wang Yisheng Lv Fei-Yue Wang Mamba 18 2 0 21 Aug 2024
HMT-UNet: A hybird Mamba-Transformer Vision UNet for Medical Image Segmentation Mingya Zhang Zhihao Chen Yiyuan Ge Xianping Tao Mamba 36 3 0 21 Aug 2024
MambaDS: Near-Surface Meteorological Field Downscaling with Topography Constrained Selective State Space Modeling Zili Liu Hao Chen Lei Bai Wenyuan Li Wanli Ouyang Zhengxia Zou Zhenwei Shi Mamba 22 5 0 20 Aug 2024
MV-MOS: Multi-View Feature Fusion for 3D Moving Object Segmentation Jintao Cheng Xingming Chen Jinxin Liang Xiaoyu Tang Xieyuanli Chen Dachuan Li 20 0 0 20 Aug 2024
Event Stream based Sign Language Translation: A High-Definition Benchmark Dataset and A New Algorithm Xiao Wang Yao Rong Fuling Wang Jianing Li Lin Zhu Bo Jiang Yaowei Wang SLR 19 0 0 20 Aug 2024
MambaEVT: Event Stream based Visual Object Tracking using State Space Model Xiao Wang Chao wang Shiao Wang Xixi Wang Zhicheng Zhao Lin Zhu Bo Jiang Mamba 14 2 0 20 Aug 2024
Event Stream based Human Action Recognition: A High-Definition Benchmark Dataset and Algorithms Xiao Wang Shiao Wang Pengpeng Shao Bo Jiang Lin Zhu Yonghong Tian 55 1 0 19 Aug 2024
R2GenCSR: Retrieving Context Samples for Large Language Model based X-ray Medical Report Generation Xiao Wang Yuehang Li Fuling Wang Shiao Wang Chuanfu Li Bo Jiang MedIm 31 5 0 19 Aug 2024
ColorMamba: Towards High-quality NIR-to-RGB Spectral Translation with Mamba Huiyu Zhai Guang Jin Xingxing Yang Guosheng Kang Mamba 20 0 0 15 Aug 2024
Neural Architecture Search based Global-local Vision Mamba for Palm-Vein Recognition Huafeng Qin Yuming Fu Jing Chen M. El-Yacoubi Xinbo Gao Feng Xi Mamba 24 0 0 11 Aug 2024
MacFormer: Semantic Segmentation with Fine Object Boundaries Guoan Xu Wenfeng Huang Tao Wu Ligeng Chen Wenjing Jia Guangwei Gao Xiatian Zhu Stuart W. Perry 18 0 0 11 Aug 2024
SELD-Mamba: Selective State-Space Model for Sound Event Localization and Detection with Source Distance Estimation Da Mu Zhicheng Zhang Haobo Yue Zehao Wang Jin Tang Jianqin Yin Mamba 24 1 0 09 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
MambaST: A Plug-and-Play Cross-Spectral Spatial-Temporal Fuser for Efficient Pedestrian Detection Xiangbo Gao A. Kanu-Asiegbu Xiaoxiao Du Mamba 18 0 0 02 Aug 2024
DFE-IANet: A Method for Polyp Image Classification Based on Dual-domain Feature Extraction and Interaction Attention Wei Wang Jixing He Xin Wang 24 0 0 30 Jul 2024
ML-Mamba: Efficient Multi-Modal Large Language Model Utilizing Mamba-2 Wenjun Huang Jiakai Pan Jiahao Tang Yanyu Ding Yifei Xing Yuhe Wang Zhengzhuo Wang Jianguo Hu Mamba 22 5 0 29 Jul 2024
VSSD: Vision Mamba with Non-Causal State Space Duality Yuheng Shi Minjing Dong Mingjia Li Chang Xu Mamba 15 5 0 26 Jul 2024
LION: Linear Group RNN for 3D Object Detection in Point Clouds Zhe Liu Jinghua Hou Xinyu Wang Xiaoqing Ye Jingdong Wang Hengshuang Zhao Xiang Bai 3DPC 45 11 0 25 Jul 2024
EEG-SSM: Leveraging State-Space Model for Dementia Detection Xuan-The Tran Linh Le Quoc Toan Nguyen T. Do Chin-Teng Lin 16 2 0 25 Jul 2024
Enhancing Environmental Monitoring through Multispectral Imaging: The WasteMS Dataset for Semantic Segmentation of Lakeside Waste Qinfeng Zhu Ningxin Weng Lei Fan Yuanzhi Cai 31 0 0 24 Jul 2024
MxT: Mamba x Transformer for Image Inpainting Shuang Chen Amir Atapour-Abarghouei Haozheng Zhang Hubert P. H. Shum Mamba 14 2 0 23 Jul 2024
Mamba meets crack segmentation Zhili He Yuhao Wang Mamba 21 3 0 22 Jul 2024
OE-BevSeg: An Object Informed and Environment Aware Multimodal Framework for Bird's-eye-view Vehicle Semantic Segmentation Jian-jun Sun Yuqi Dai Chi-Man Vong Qing Xu Shengbo Eben Li Jianqiang Wang Lei He Keqiang Li 21 1 0 18 Jul 2024
GroupMamba: Efficient Group-Based Visual State Space Model Abdelrahman M. Shaker Syed Talal Wasim Salman Khan Juergen Gall Fahad Shahbaz Khan Mamba 37 0 0 18 Jul 2024
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 40 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 18 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 41 10 0 14 Jul 2024