{"total":38,"rows":[{"id":"2408.06291","title":"Mambular: A Sequential Model for Tabular Deep Learning","created":"2024-08-12","cited_by_count":21,"area":"ssm"},{"id":"2405.17680","title":"Sports-Traj: A Unified Trajectory Generation Model for Multi-Agent Movement in Sports","created":"2024-05-27","cited_by_count":19,"area":"ssm"},{"id":"2501.07810","title":"AVS-Mamba: Exploring Temporal and Multi-modal Mamba for Audio-Visual Segmentation","created":"2025-01-14","cited_by_count":16,"area":"ssm"},{"id":"2404.15772","title":"Bi-Mamba+: Bidirectional Mamba for Time Series Forecasting","created":"2024-04-24","cited_by_count":15,"area":"ssm"},{"id":"2405.16440","title":"MambaTS: Improved Selective State Space Models for Long-term Time Series Forecasting","created":"2024-05-26","cited_by_count":14,"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":"2407.10374","title":"An Empirical Study of Mamba-based Pedestrian Attribute Recognition","created":"2024-07-15","cited_by_count":10,"area":"ssm"},{"id":"2406.05316","title":"CMamba: Channel Correlation Enhanced State Space Models for Multivariate Time Series Forecasting","created":"2024-06-08","cited_by_count":8,"area":"ssm"},{"id":"2504.07654","title":"ms-Mamba: Multi-scale Mamba for Time-Series Forecasting","created":"2025-04-10","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":"2508.09294","title":"Fake-Mamba: Real-Time Speech Deepfake Detection Using Bidirectional Mamba as Self-Attention's Alternative","created":"2025-08-12","cited_by_count":6,"area":"ssm"},{"id":"2410.23356","title":"Sequential Order-Robust Mamba for Time Series Forecasting","created":"2024-10-30","cited_by_count":5,"area":"ssm"},{"id":"2502.04593","title":"The Alpha-Alternator: Dynamic Adaptation To Varying Noise Levels In Sequences Using The Vendi Score For Improved Robustness and Performance","created":"2025-02-07","cited_by_count":5,"area":"ssm"},{"id":"2501.15461","title":"Mamba-Based Graph Convolutional Networks: Tackling Over-smoothing with Selective State Space","created":"2025-01-26","cited_by_count":4,"area":"ssm"},{"id":"2507.12803","title":"FLDmamba: Integrating Fourier and Laplace Transform Decomposition with Mamba for Enhanced Time Series Prediction","created":"2025-07-17","cited_by_count":4,"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":"2410.11278","title":"UmambaTSF: A U-shaped Multi-Scale Long-Term Time Series Forecasting Method Using Mamba","created":"2024-10-15","cited_by_count":3,"area":"ssm"},{"id":"2503.11741","title":"BioMamba: Leveraging Spectro-Temporal Embedding in Bidirectional Mamba for Enhanced Biosignal Classification","created":"2025-03-14","cited_by_count":3,"area":"ssm"},{"id":"2409.07589","title":"miMamba: EEG-based Emotion Recognition with Multi-scale Inverted Mamba Models","created":"2024-09-11","cited_by_count":2,"area":"ssm"},{"id":"2410.03707","title":"Mamba Meets Financial Markets: A Graph-Mamba Approach for Stock Price Prediction","created":"2024-09-26","cited_by_count":2,"area":"ssm"},{"id":"2503.10873","title":"Mamba time series forecasting with uncertainty quantification","created":"2025-03-13","cited_by_count":2,"area":"ssm"},{"id":"2506.18184","title":"Memba: Membrane-driven Parameter-Efficient Fine-Tuning for Mamba","created":"2025-06-22","cited_by_count":2,"area":"ssm"},{"id":"2601.00920","title":"MODE: Efficient Time Series Prediction with Mamba Enhanced by Low-Rank Neural ODEs","created":"2026-01-01","cited_by_count":2,"area":"ssm"},{"id":"2406.16722","title":"Venturing into Uncharted Waters: The Navigation Compass from Transformer to Mamba","created":"2024-06-24","cited_by_count":1,"area":"ssm"},{"id":"2506.08939","title":"KARMA: A Multilevel Decomposition Hybrid Mamba Framework for Multivariate Long-Term Time Series Forecasting","created":"2025-06-10","cited_by_count":1,"area":"ssm"},{"id":"2507.03927","title":"MCST-Mamba: Multivariate Mamba-Based Model for Traffic Prediction","created":"2025-07-05","cited_by_count":1,"area":"ssm"},{"id":"2510.04900","title":"Benchmarking M-LTSF: Frequency and Noise-Based Evaluation of Multivariate Long Time Series Forecasting Models","created":"2025-10-06","cited_by_count":1,"area":"ssm"},{"id":"2512.16723","title":"KOSS: Kalman-Optimal Selective State Spaces for Long-Term Sequence Modeling","created":"2025-12-18","cited_by_count":1,"area":"ssm"},{"id":"2408.10517","title":"Decision MetaMamba: Enhancing Selective SSM in Offline RL with Heterogeneous Sequence Mixing","created":"2024-08-20","cited_by_count":0,"area":"ssm"},{"id":"2409.20310","title":"A SSM is Polymerized from Multivariate Time Series","created":"2024-09-30","cited_by_count":0,"area":"ssm"},{"id":"2411.12222","title":"Contrast Similarity-Aware Dual-Pathway Mamba for Multivariate Time Series Node Classification","created":"2024-11-19","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":"2507.04381","title":"DC-Mamber: A Dual Channel Prediction Model based on Mamba and Linear Transformer for Multivariate Time Series Forecasting","created":"2025-07-06","cited_by_count":0,"area":"ssm"},{"id":"2507.13998","title":"ParallelTime: Dynamically Weighting the Balance of Short- and Long-Term Temporal Dependencies","created":"2025-07-18","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":"2602.01668","title":"ASGMamba: Adaptive Spectral Gating Mamba for Multivariate Time Series Forecasting","created":"2026-02-02","cited_by_count":0,"area":"ssm"},{"id":"2602.19805","title":"Decision MetaMamba: Enhancing Selective SSM in Offline RL with Heterogeneous Sequence Mixing","created":"2026-02-23","cited_by_count":0,"area":"ssm"},{"id":"2604.16325","title":"UniMamba: A Unified Spatial-Temporal Modeling Framework with State-Space and Attention Integration","created":"2026-03-06","cited_by_count":0,"area":"ssm"}],"next_cursor":null}