{"total":54,"rows":[{"id":"2404.16112","title":"Mamba-360: Survey of State Space Models as Transformer Alternative for Long Sequence Modelling: Methods, Applications, and Challenges","created":"2024-04-24","cited_by_count":64,"area":"ssm"},{"id":"2405.14174","title":"Multi-Scale VMamba: Hierarchy in Hierarchy Visual State Space Model","created":"2024-05-23","cited_by_count":62,"area":null},{"id":"2404.09516","title":"State Space Model for New-Generation Network Alternative to Transformers: A Survey","created":"2024-04-15","cited_by_count":59,"area":null},{"id":"2405.04404","title":"Vision Mamba: A Comprehensive Survey and Taxonomy","created":"2024-05-07","cited_by_count":54,"area":"ssm"},{"id":"2404.15956","title":"A Survey on Visual Mamba","created":"2024-04-24","cited_by_count":50,"area":"ssm"},{"id":"2406.04207","title":"CDMamba: Incorporating Local Clues into Mamba for Remote Sensing Image Binary Change Detection","created":"2024-06-06","cited_by_count":48,"area":"ssm"},{"id":"2403.20035","title":"UltraLight VM-UNet: Parallel Vision Mamba Significantly Reduces Parameters for Skin Lesion Segmentation","created":"2024-03-29","cited_by_count":45,"area":"ssm"},{"id":"2410.15091","title":"Spatial-Mamba: Effective Visual State Space Models via Structure-aware State Fusion","created":"2024-10-19","cited_by_count":41,"area":"ssm"},{"id":"2409.04356","title":"Serp-Mamba: Advancing High-Resolution Retinal Vessel Segmentation with Selective State-Space Model","created":"2024-09-06","cited_by_count":20,"area":"ssm"},{"id":"2410.03105","title":"Mamba in Vision: A Comprehensive Survey of Techniques and Applications","created":"2024-10-04","cited_by_count":18,"area":"ssm"},{"id":"2410.02362","title":"A Comprehensive Survey of Mamba Architectures for Medical Image Analysis: Classification, Segmentation, Restoration and Beyond","created":"2024-10-03","cited_by_count":16,"area":"ssm"},{"id":"2403.20183","title":"HARMamba: Efficient and Lightweight Wearable Sensor Human Activity Recognition Based on Bidirectional Mamba","created":"2024-03-29","cited_by_count":12,"area":"ssm"},{"id":"2406.17815","title":"SUM: Saliency Unification through Mamba for Visual Attention Modeling","created":"2024-06-25","cited_by_count":12,"area":"ssm"},{"id":"2407.03552","title":"Vision Mamba for Classification of Breast Ultrasound Images","created":"2024-07-04","cited_by_count":7,"area":"ssm"},{"id":"2408.08070","title":"MambaMIM: Pre-training Mamba with State Space Token Interpolation and its Application to Medical Image Segmentation","created":"2024-08-15","cited_by_count":7,"area":"ssm"},{"id":"2410.14214","title":"MambaSCI: Efficient Mamba-UNet for Quad-Bayer Patterned Video Snapshot Compressive Imaging","created":"2024-10-18","cited_by_count":7,"area":"ssm"},{"id":"2501.08458","title":"RWKV-UNet: Improving UNet with Long-Range Cooperation for Effective Medical Image Segmentation","created":"2025-01-14","cited_by_count":7,"area":null},{"id":"2503.16134","title":"Binarized Mamba-Transformer for Lightweight Quad Bayer HybridEVS Demosaicing","created":"2025-03-20","cited_by_count":7,"area":"ssm"},{"id":"2405.03011","title":"AC-MAMBASEG: An adaptive convolution and Mamba-based architecture for enhanced skin lesion segmentation","created":"2024-05-05","cited_by_count":6,"area":"ssm"},{"id":"2405.15925","title":"MUCM-Net: A Mamba Powered UCM-Net for Skin Lesion Segmentation","created":"2024-05-24","cited_by_count":5,"area":"ssm"},{"id":"2410.20997","title":"SepMamba: State-space models for speaker separation using Mamba","created":"2024-10-28","cited_by_count":5,"area":"ssm"},{"id":"2410.07924","title":"ICPR 2024 Competition on Multiple Sclerosis Lesion Segmentation -- Methods and Results","created":"2024-10-10","cited_by_count":4,"area":null},{"id":"2410.16020","title":"START: A Generalized State Space Model with Saliency-Driven Token-Aware Transformation","created":"2024-10-21","cited_by_count":4,"area":"ssm"},{"id":"2412.05888","title":"MCP-MedSAM: A Powerful Lightweight Medical Segment Anything Model Trained with a Single GPU in Just One Day","created":"2024-12-08","cited_by_count":4,"area":null},{"id":"2505.10665","title":"Seasonal Forecasting of Pan-Arctic Sea Ice with State Space Model","created":"2025-05-15","cited_by_count":4,"area":null},{"id":"2604.20286","title":"MambaLiteUNet: Cross-Gated Adaptive Feature Fusion for Robust Skin Lesion Segmentation","created":"2026-04-22","cited_by_count":4,"area":"ssm"},{"id":"2407.19248","title":"Mamba-UIE: Enhancing Underwater Images with Physical Model Constraint","created":"2024-07-27","cited_by_count":3,"area":"ssm"},{"id":"2503.17261","title":"Cross-Modal Interactive Perception Network with Mamba for Lung Tumor Segmentation in PET-CT Images","created":"2025-03-21","cited_by_count":3,"area":"ssm"},{"id":"2508.01058","title":"ReCoSeg++:Extended Residual-Guided Cross-Modal Diffusion for Brain Tumor Segmentation","created":"2025-08-01","cited_by_count":3,"area":"diffusion"},{"id":"2512.21584","title":"UltraLBM-UNet: Ultralight Bidirectional Mamba-based Model for Skin Lesion Segmentation","created":"2025-12-25","cited_by_count":3,"area":"ssm"},{"id":"2406.05992","title":"MHS-VM: Multi-Head Scanning in Parallel Subspaces for Vision Mamba","created":"2024-06-10","cited_by_count":2,"area":"ssm"},{"id":"2501.04846","title":"EDMB: Edge Detector with Mamba","created":"2025-01-08","cited_by_count":2,"area":"ssm"},{"id":"2503.07766","title":"SegResMamba: An Efficient Architecture for 3D Medical Image Segmentation","created":"2025-03-10","cited_by_count":2,"area":null},{"id":"2503.19005","title":"Foundation Model for Whole-Heart Segmentation: Leveraging Student-Teacher Learning in Multi-Modal Medical Imaging","created":"2025-03-24","cited_by_count":2,"area":null},{"id":"2508.06058","title":"Lightweight Quad Bayer HybridEVS Demosaicing via State Space Augmented Cross-Attention","created":"2025-08-08","cited_by_count":2,"area":null},{"id":"2409.05587","title":"DSDFormer: An Innovative Transformer-Mamba Framework for Robust High-Precision Driver Distraction Identification","created":"2024-09-09","cited_by_count":1,"area":"ssm"},{"id":"2410.14400","title":"Variable Aperture Bokeh Rendering via Customized Focal Plane Guidance","created":"2024-10-18","cited_by_count":1,"area":null},{"id":"2503.19427","title":"ASP-VMUNet: Atrous Shifted Parallel Vision Mamba U-Net for Skin Lesion Segmentation","created":"2025-03-25","cited_by_count":1,"area":"ssm"},{"id":"2602.00910","title":"Efficient Deep Learning for Medical Imaging: Bridging the Gap Between High-Performance AI and Clinical Deployment","created":"2026-01-31","cited_by_count":1,"area":null},{"id":"2408.00629","title":"Cross-Scan Mamba with Masked Training for Robust Spectral Imaging","created":"2024-08-01","cited_by_count":0,"area":"ssm"},{"id":"2411.09363","title":"When Mamba Meets xLSTM: An Efficient and Precise Method with the xLSTM-VMUNet Model for Skin lesion Segmentation","created":"2024-11-14","cited_by_count":0,"area":"ssm"},{"id":"2501.07120","title":"MSV-Mamba: A Multiscale Vision Mamba Network for Echocardiography Segmentation","created":"2025-01-13","cited_by_count":0,"area":"ssm"},{"id":"2501.09185","title":"Cancer-Net PCa-Seg: Benchmarking Deep Learning Models for Prostate Cancer Segmentation Using Synthetic Correlated Diffusion Imaging","created":"2025-01-15","cited_by_count":0,"area":null},{"id":"2503.01306","title":"From Claims to Evidence: A Unified Framework and Critical Analysis of CNN vs. Transformer vs. Mamba in Medical Image Segmentation","created":"2025-03-03","cited_by_count":0,"area":"ssm"},{"id":"2503.19589","title":"Prompt-Guided Dual-Path UNet with Mamba for Medical Image Segmentation","created":"2025-03-25","cited_by_count":0,"area":"ssm"},{"id":"2510.15439","title":"Rethinking Convergence in Deep Learning: The Predictive-Corrective Paradigm for Anatomy-Informed Brain MRI Segmentation","created":"2025-10-17","cited_by_count":0,"area":null},{"id":"2512.17278","title":"WDFFU-Mamba: A Wavelet-guided Dual-attention Feature Fusion Mamba for Breast Tumor Segmentation in Ultrasound Images","created":"2025-12-19","cited_by_count":0,"area":"ssm"},{"id":"2601.19690","title":"DSVM-UNet : Enhancing VM-UNet with Dual Self-distillation for Medical Image Segmentation","created":"2026-01-27","cited_by_count":0,"area":"ssm"},{"id":"2602.00650","title":"A Hybrid Mamba-SAM Architecture for Efficient 3D Medical Image Segmentation","created":"2026-01-31","cited_by_count":0,"area":"ssm"},{"id":"2602.20511","title":"Leveraging Causal Reasoning Method for Explaining Medical Image Segmentation Models","created":"2026-02-24","cited_by_count":0,"area":"lr"},{"id":"2603.19659","title":"CS-MUNet: A Channel-Spatial Dual-Stream Mamba Network for Multi-Organ Segmentation","created":"2026-03-20","cited_by_count":0,"area":"ssm"},{"id":"2605.02444","title":"M\\textsuperscript{4}Fuse: Lightweight State-Space MoE with a Cross-Scale Gating Bridge for Brain Tumor Segmentation","created":"2026-05-04","cited_by_count":0,"area":"moe"},{"id":"2606.30577","title":"APRIL-MedSeg: A Modular Medical Image Segmentation Toolbox Embracing Modern Paradigms","created":"2026-06-29","cited_by_count":0,"area":null},{"id":"2609.22398","title":"Multicentre Bi-atrial Segmentation from LGE-MRI for Atrial Fibrillation with a 2D and 3D Framework","created":"2026-09-18","cited_by_count":0,"area":null}],"next_cursor":null}