| A Unified Hyperparameter Optimization Pipeline for Transformer-Based Time Series Forecasting Models | Jan 2, 2025 | Hyperparameter OptimizationMamba | CodeCode Available | 0 |
| SparseMamba-PCL: Scribble-Supervised Medical Image Segmentation via SAM-Guided Progressive Collaborative Learning | Mar 3, 2025 | DecoderImage Segmentation | CodeCode Available | 0 |
| Decision Mamba Architectures | May 13, 2024 | D4RLImitation Learning | CodeCode Available | 0 |
| HDMba: Hyperspectral Remote Sensing Imagery Dehazing with State Space Model | Jun 9, 2024 | Computational EfficiencyMamba | CodeCode Available | 0 |
| HARMamba: Efficient and Lightweight Wearable Sensor Human Activity Recognition Based on Bidirectional Mamba | Mar 29, 2024 | Activity RecognitionHuman Activity Recognition | CodeCode Available | 0 |
| Sparsified State-Space Models are Efficient Highway Networks | May 27, 2025 | MambaState Space Models | CodeCode Available | 0 |
| Multiscale Byte Language Models -- A Hierarchical Architecture for Causal Million-Length Sequence Modeling | Feb 20, 2025 | DecoderGPU | CodeCode Available | 0 |
| A Study on the Performance of U-Net Modifications in Retroperitoneal Tumor Segmentation | Feb 1, 2025 | DiagnosticMamba | CodeCode Available | 0 |
| Graph Mamba: Towards Learning on Graphs with State Space Models | Feb 13, 2024 | Graph Representation LearningMamba | CodeCode Available | 0 |
| Spec2VolCAMU-Net: A Spectrogram-to-Volume Model for EEG-to-fMRI Reconstruction based on Multi-directional Time-Frequency Convolutional Attention Encoder and Vision-Mamba U-Net | May 14, 2025 | EEGMamba | CodeCode Available | 0 |
