{"total":29,"rows":[{"id":"2401.09417","title":"Vision Mamba: Efficient Visual Representation Learning with Bidirectional State Space Model","created":"2024-01-17","cited_by_count":1056,"area":"ssm"},{"id":"2208.04933","title":"Simplified State Space Layers for Sequence Modeling","created":"2022-08-09","cited_by_count":788,"area":"ssm"},{"id":"2312.06635","title":"Gated Linear Attention Transformers with Hardware-Efficient Training","created":"2023-12-11","cited_by_count":514,"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":"2406.07522","title":"Samba: Simple Hybrid State Space Models for Efficient Unlimited Context Language Modeling","created":"2024-06-11","cited_by_count":174,"area":"ssm"},{"id":"2403.11144","title":"Is Mamba Effective for Time Series Forecasting?","created":"2024-03-17","cited_by_count":114,"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":"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":"2211.11176","title":"Modeling Multivariate Biosignals With Graph Neural Networks and Structured State Space Models","created":"2022-11-21","cited_by_count":29,"area":"ssm"},{"id":"2509.19633","title":"Mamba Modulation: On the Length Generalization of Mamba","created":"2025-09-23","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":"2406.04419","title":"TSCMamba: Mamba Meets Multi-View Learning for Time Series Classification","created":"2024-06-06","cited_by_count":10,"area":"ssm"},{"id":"2406.04320","title":"Chimera: Effectively Modeling Multivariate Time Series with 2-Dimensional State Space Models","created":"2024-06-06","cited_by_count":8,"area":"ssm"},{"id":"2505.09022","title":"Block-Biased Mamba for Long-Range Sequence Processing","created":"2025-05-13","cited_by_count":8,"area":"ssm"},{"id":"2505.08299","title":"Efficient Unstructured Pruning of Mamba State-Space Models for Resource-Constrained Environments","created":"2025-05-13","cited_by_count":6,"area":"ssm"},{"id":"2502.07858","title":"Mamba Adaptive Anomaly Transformer with association discrepancy for time series","created":"2025-02-11","cited_by_count":5,"area":"ssm"},{"id":"2604.15174","title":"MambaSL: Exploring Single-Layer Mamba for Time Series Classification","created":"2026-04-16","cited_by_count":4,"area":"ssm"},{"id":"2410.06846","title":"Joint Fine-tuning and Conversion of Pretrained Speech and Language Models towards Linear Complexity","created":"2024-10-09","cited_by_count":2,"area":"ssm"},{"id":"2505.12020","title":"GeoMaNO: Geometric Mamba Neural Operator for Partial Differential Equations","created":"2025-05-17","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":"2510.04944","title":"On Structured State-Space Duality","created":"2025-10-06","cited_by_count":1,"area":"ssm"},{"id":"2603.20997","title":"When Does Content-Based Routing Work? Representation Requirements for Selective Attention in Hybrid Sequence Models","created":"2026-03-22","cited_by_count":1,"area":"ssm"},{"id":"2402.15290","title":"Efficient State Space Model via Fast Tensor Convolution and Block Diagonalization","created":"2024-02-23","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":"2509.00935","title":"SCOUT: Toward Sub-Quadratic Attention via Segment Compression for Optimized Utility in Transformers","created":"2025-08-31","cited_by_count":0,"area":"ssm"},{"id":"2511.08349","title":"Hybrid Quantum-Classical Selective State Space Artificial Intelligence","created":"2025-11-11","cited_by_count":0,"area":"ssm"},{"id":"2512.03563","title":"State Space Models for Bioacoustics: A Comparative Evaluation with Transformers","created":"2025-12-03","cited_by_count":0,"area":"ssm"},{"id":"2601.05527","title":"DeMa: Dual-Path Delay-Aware Mamba for Efficient Multivariate Time Series Analysis","created":"2026-01-09","cited_by_count":0,"area":"ssm"},{"id":"2605.05214","title":"MedMamba: Recasting Mamba for Medical Time Series Classification","created":"2026-04-17","cited_by_count":0,"area":"ssm"}],"next_cursor":null}