{"total":59,"rows":[{"id":"2312.00752","title":"Mamba: Linear-Time Sequence Modeling with Selective State Spaces","created":"2023-12-01","cited_by_count":4718,"area":"ssm"},{"id":"2405.21060","title":"Transformers are SSMs: Generalized Models and Efficient Algorithms Through Structured State Space Duality","created":"2024-05-31","cited_by_count":1336,"area":"ssm"},{"id":"2208.04933","title":"Simplified State Space Layers for Sequence Modeling","created":"2022-08-09","cited_by_count":788,"area":"ssm"},{"id":"2401.04722","title":"U-Mamba: Enhancing Long-range Dependency for Biomedical Image Segmentation","created":"2024-01-09","cited_by_count":419,"area":"ssm"},{"id":"2407.04620","title":"Learning to (Learn at Test Time): RNNs with Expressive Hidden States","created":"2024-07-05","cited_by_count":355,"area":"ssm"},{"id":"2203.14343","title":"Diagonal State Spaces are as Effective as Structured State Spaces","created":"2022-03-27","cited_by_count":350,"area":"ssm"},{"id":"2407.08083","title":"MambaVision: A Hybrid Mamba-Transformer Vision Backbone","created":"2024-07-10","cited_by_count":224,"area":"ssm"},{"id":"2406.07887","title":"An Empirical Study of Mamba-based Language Models","created":"2024-06-12","cited_by_count":186,"area":"ssm"},{"id":"2402.10739","title":"PointMamba: A Simple State Space Model for Point Cloud Analysis","created":"2024-02-16","cited_by_count":167,"area":"ssm"},{"id":"2405.07992","title":"MambaOut: Do We Really Need Mamba for Vision?","created":"2024-05-13","cited_by_count":143,"area":"ssm"},{"id":"2303.14526","title":"Selective Structured State-Spaces for Long-Form Video Understanding","created":"2023-03-25","cited_by_count":105,"area":"ssm"},{"id":"2504.05298","title":"One-Minute Video Generation with Test-Time Training","created":"2025-04-07","cited_by_count":101,"area":"ssm"},{"id":"2403.02148","title":"MiM-ISTD: Mamba-in-Mamba for Efficient Infrared Small Target Detection","created":"2024-03-04","cited_by_count":60,"area":"ssm"},{"id":"2401.13660","title":"MambaByte: Token-free Selective State Space Model","created":"2024-01-24","cited_by_count":59,"area":"ssm"},{"id":"2404.15956","title":"A Survey on Visual Mamba","created":"2024-04-24","cited_by_count":50,"area":"ssm"},{"id":"2403.18257","title":"Dual-path Mamba: Short and Long-term Bidirectional Selective Structured State Space Models for Speech Separation","created":"2024-03-27","cited_by_count":45,"area":"ssm"},{"id":"2403.19888","title":"MambaMixer: Efficient Selective State Space Models with Dual Token and Channel Selection","created":"2024-03-29","cited_by_count":40,"area":"ssm"},{"id":"2405.15574","title":"Meteor: Mamba-based Traversal of Rationale for Large Language and Vision Models","created":"2024-05-24","cited_by_count":30,"area":"ssm"},{"id":"2405.15463","title":"PoinTramba: A Hybrid Transformer-Mamba Framework for Point Cloud Analysis","created":"2024-05-24","cited_by_count":26,"area":"ssm"},{"id":"2402.07245","title":"Semi-Mamba-UNet: Pixel-Level Contrastive and Pixel-Level Cross-Supervised Visual Mamba-based UNet for Semi-Supervised Medical Image Segmentation","created":"2024-02-11","cited_by_count":20,"area":"ssm"},{"id":"2412.10707","title":"MambaPro: Multi-Modal Object Re-Identification with Mamba Aggregation and Synergistic Prompt","created":"2024-12-14","cited_by_count":20,"area":"ssm"},{"id":"2406.02178","title":"Audio Mamba: Selective State Spaces for Self-Supervised Audio Representations","created":"2024-06-04","cited_by_count":19,"area":"ssm"},{"id":"2411.15241","title":"EfficientViM: Efficient Vision Mamba with Hidden State Mixer based State Space Duality","created":"2024-11-22","cited_by_count":17,"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":"2407.13772","title":"GroupMamba: Efficient Group-Based Visual State Space Model","created":"2024-07-18","cited_by_count":15,"area":"ssm"},{"id":"2410.11135","title":"Mimetic Initialization Helps State Space Models Learn to Recall","created":"2024-10-14","cited_by_count":15,"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":"2408.02922","title":"Pose Magic: Efficient and Temporally Consistent Human Pose Estimation with a Hybrid Mamba-GCN Network","created":"2024-08-06","cited_by_count":12,"area":"ssm"},{"id":"2405.14338","title":"MAMBA4D: Efficient Long-Sequence Point Cloud Video Understanding with Disentangled Spatial-Temporal State Space Models","created":"2024-05-23","cited_by_count":11,"area":"ssm"},{"id":"2304.12776","title":"State Spaces Aren't Enough: Machine Translation Needs Attention","created":"2023-04-25","cited_by_count":9,"area":"ssm"},{"id":"2409.08492","title":"Tri-Plane Mamba: Efficiently Adapting Segment Anything Model for 3D Medical Images","created":"2024-09-13","cited_by_count":9,"area":"ssm"},{"id":"2411.02941","title":"A Mamba Foundation Model for Time Series Forecasting","created":"2024-11-05","cited_by_count":9,"area":"ssm"},{"id":"2402.15993","title":"Model Compression Method for S4 with Diagonal State Space Layers using Balanced Truncation","created":"2024-02-25","cited_by_count":7,"area":"ssm"},{"id":"2407.08333","title":"SR-Mamba: Effective Surgical Phase Recognition with State Space Model","created":"2024-07-11","cited_by_count":6,"area":"ssm"},{"id":"2505.00630","title":"Vision Mamba in Remote Sensing: A Comprehensive Survey of Techniques, Applications and Outlook","created":"2025-05-01","cited_by_count":6,"area":"ssm"},{"id":"2412.10338","title":"XYScanNet: A State Space Model for Single Image Deblurring","created":"2024-12-13","cited_by_count":4,"area":"ssm"},{"id":"2504.06638","title":"HGMamba: Enhancing 3D Human Pose Estimation with a HyperGCN-Mamba Network","created":"2025-04-09","cited_by_count":4,"area":"ssm"},{"id":"2509.04669","title":"VCMamba: Bridging Convolutions with Multi-Directional Mamba for Efficient Visual Representation","created":"2025-09-04","cited_by_count":4,"area":"ssm"},{"id":"2511.17929","title":"MambaTAD: When State-Space Models Meet Long-Range Temporal Action Detection","created":"2025-11-22","cited_by_count":4,"area":"ssm"},{"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":"2409.12108","title":"SPRMamba: Surgical Phase Recognition for Endoscopic Submucosal Dissection with Mamba","created":"2024-09-18","cited_by_count":3,"area":"ssm"},{"id":"2501.08837","title":"MANTA: Diffusion Mamba for Efficient and Effective Stochastic Long-Term Dense Anticipation","created":"2025-01-15","cited_by_count":3,"area":"ssm"},{"id":"2408.05743","title":"Neural Architecture Search based Global-local Vision Mamba for Palm-Vein Recognition","created":"2024-08-11","cited_by_count":2,"area":"ssm"},{"id":"2510.14027","title":"Context-Selective State Space Models: Feedback is All You Need","created":"2025-10-15","cited_by_count":2,"area":"ssm"},{"id":"2512.20921","title":"Self-supervised Multiplex Consensus Mamba for General Image Fusion","created":"2025-12-24","cited_by_count":2,"area":"ssm"},{"id":"2407.16126","title":"MxT: Mamba x Transformer for Image Inpainting","created":"2024-07-23","cited_by_count":1,"area":"ssm"},{"id":"2506.16353","title":"MambaHash: Visual State Space Deep Hashing Model for Large-Scale Image Retrieval","created":"2025-06-19","cited_by_count":1,"area":"ssm"},{"id":"2509.04729","title":"CD-Mamba: Cloud detection with long-range spatial dependency modeling","created":"2025-09-05","cited_by_count":1,"area":"ssm"},{"id":"2603.00870","title":"PPC-MT: Parallel Point Cloud Completion with Mamba-Transformer Hybrid Architecture","created":"2026-03-01","cited_by_count":1,"area":"ssm"},{"id":"2408.01986","title":"DeMansia: Mamba Never Forgets Any Tokens","created":"2024-08-04","cited_by_count":0,"area":"ssm"},{"id":"2504.02013","title":"Attention Mamba: Time Series Modeling with Adaptive Pooling Acceleration and Receptive Field Enhancements","created":"2025-04-02","cited_by_count":0,"area":"ssm"},{"id":"2601.02157","title":"Multi-fidelity graph-based neural networks architectures to learn Navier-Stokes solutions on non-parametrized 2D domains","created":"2026-01-05","cited_by_count":0,"area":"ssm"},{"id":"2602.11673","title":"RI-Mamba: Rotation-Invariant Mamba for Robust Text-to-Shape Retrieval","created":"2026-02-12","cited_by_count":0,"area":"ssm"},{"id":"2602.21546","title":"Mamba Meets Scheduling: Learning to Solve Flexible Job Shop Scheduling with Efficient Sequence Modeling","created":"2026-02-25","cited_by_count":0,"area":"ssm"},{"id":"2604.00601","title":"KG-CMI: Knowledge graph enhanced cross-Mamba interaction for medical visual question answering","created":"2026-04-01","cited_by_count":0,"area":"ssm"},{"id":"2604.13426","title":"Event-Adaptive State Transition and Gated Fusion for RGB-Event Object Tracking","created":"2026-04-15","cited_by_count":0,"area":"ssm"},{"id":"2604.18580","title":"Sessa: Selective State Space Attention","created":"2026-04-20","cited_by_count":0,"area":"ssm"},{"id":"2607.14576","title":"Sharp Stability Threshold and Certification for Designing Stable Residual Architectures","created":"2026-07-16","cited_by_count":0,"area":"ssm"},{"id":"2610.14385","title":"Deep learning from a control vantage point","created":"2026-10-09","cited_by_count":0,"area":"ssm"}],"next_cursor":null}