Title
ABS-Mamba: SAM2-Driven Bidirectional Spiral Mamba Network for Medical Image Translation Feng Yuan Yifan Gao Wenbin Wu Keqing Wu Xiaotong Guo Jie Jiang Xin Gao Mamba 51 0 0 12 May 2025
A Novel Hybrid Approach for Retinal Vessel Segmentation with Dynamic Long-Range Dependency and Multi-Scale Retinal Edge Fusion Enhancement Yihao Ouyang Xunheng Kuang Mengjia Xiong Zhida Wang Yuanquan Wang 46 0 0 18 Apr 2025
Flip Learning: Weakly Supervised Erase to Segment Nodules in Breast Ultrasound Yuhao Huang Ao Chang Haoran Dou X. Tao Xinrui Zhou ... Ruobing Huang Alejandro F Frangi Lingyun Bao Xin Yang Dong Ni 87 1 0 26 Mar 2025
EventMamba: Enhancing Spatio-Temporal Locality with State Space Models for Event-Based Video Reconstruction Chengjie Ge Xueyang Fu Peng He Kunyu Wang Chengzhi Cao Zheng-jun Zha Mamba 46 0 0 25 Mar 2025
COMMA: Coordinate-aware Modulated Mamba Network for 3D Dispersed Vessel Segmentation Gen Shi Hui Zhang Jie Tian Mamba 66 0 0 04 Mar 2025
A Reverse Mamba Attention Network for Pathological Liver Segmentation Jun Zeng Debesh Jha Ertugrul Aktas Elif Keles A. Medetalibeyoğlu ... Robert Lewandowski Daniela Ladner Amir Borhani Gorkem Durak Ulas Bagci Mamba 57 1 0 23 Feb 2025
A Comprehensive Survey of Foundation Models in Medicine Wasif Khan Seowung Leem Kyle B. See Joshua K. Wong Shaoting Zhang R. Fang AI4CE LM&MA VLM 105 18 0 17 Jan 2025
MS-Temba : Multi-Scale Temporal Mamba for Efficient Temporal Action Detection Arkaprava Sinha Monish Soundar Raj Pu Wang Ahmed Helmy Srijan Das Mamba 53 3 0 10 Jan 2025
SegMAN: Omni-scale Context Modeling with State Space Models and Local Attention for Semantic Segmentation Yunxiang Fu Meng Lou Yizhou Yu 115 1 0 16 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 98 0 0 01 Dec 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 64 4 0 06 Nov 2024
UmambaTSF: A U-shaped Multi-Scale Long-Term Time Series Forecasting Method Using Mamba Li Wu Wenbin Pei Jiulong Jiao Qiang Zhang Mamba AI4TS 38 2 0 15 Oct 2024
MambaCapsule: Towards Transparent Cardiac Disease Diagnosis with Electrocardiography Using Mamba Capsule Network Yinlong Xu Xiaoqiang Liu Zitai Kong YiXuan Wu Yue Wang Yingzhou Lu Hong-Yan Gao Jian Wu Hongxia Xu Mamba 29 6 0 30 Jul 2024
xLSTM-UNet can be an Effective 2D & 3D Medical Image Segmentation Backbone with Vision-LSTM (ViL) better than its Mamba Counterpart Tianrun Chen Chaotao Ding Lanyun Zhu Tao Xu Deyi Ji Yan Wang Ying Zang Z. Li MedIm Mamba 52 13 0 01 Jul 2024
MambaLRP: Explaining Selective State Space Sequence Models F. Jafari G. Montavon Klaus-Robert Müller Oliver Eberle Mamba 59 9 0 11 Jun 2024
SSAMBA: Self-Supervised Audio Representation Learning with Mamba State Space Model Siavash Shams Sukru Samet Dindar Xilin Jiang N. Mesgarani Mamba 66 18 0 20 May 2024
MambaUIE&SR: Unraveling the Ocean's Secrets with Only 2.8 GFLOPs Zhihao Chen Yiyuan Ge Mamba 30 5 0 22 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 66 35 0 09 Apr 2024
MD-Dose: A diffusion model based on the Mamba for radiation dose prediction Linjie Fu Xia Li Xiuding Cai Yingkai Wang Xueyao Wang Y. Shen Yu Yao Mamba 54 7 0 13 Mar 2024
Activating Wider Areas in Image Super-Resolution Cheng Cheng Hang Wang Hongbin Sun 37 10 0 13 Mar 2024
U-Mamba: Enhancing Long-range Dependency for Biomedical Image Segmentation Jun Ma Feifei Li Bo Wang Mamba 82 331 0 09 Jan 2024
UNet-2022: Exploring Dynamics in Non-isomorphic Architecture Jiansen Guo Hong-Yu Zhou Liansheng Wang Yizhou Yu 37 29 0 27 Oct 2022
U-Net: Convolutional Networks for Biomedical Image Segmentation Olaf Ronneberger Philipp Fischer Thomas Brox SSeg 3DV 309 75,834 0 18 May 2015