| Can Mamba Always Enjoy the "Free Lunch"? | Oct 4, 2024 | Mamba | —Unverified | 0 |
| Demystifying the Token Dynamics of Deep Selective State Space Models | Oct 4, 2024 | MambaState Space Models | —Unverified | 0 |
| HRVMamba: High-Resolution Visual State Space Model for Dense Prediction | Oct 4, 2024 | Inductive BiasMamba | CodeCode Available | 0 |
| Mamba in Vision: A Comprehensive Survey of Techniques and Applications | Oct 4, 2024 | MambaState Space Models | CodeCode Available | 2 |
| TRIS-HAR: Transmissive Reconfigurable Intelligent Surfaces-assisted Cognitive Wireless Human Activity Recognition Using State Space Models | Oct 3, 2024 | Activity RecognitionHuman Activity Recognition | —Unverified | 0 |
| Mamba Neural Operator: Who Wins? Transformers vs. State-Space Models for PDEs | Oct 3, 2024 | MambaState Space Models | —Unverified | 0 |
| A Comprehensive Survey of Mamba Architectures for Medical Image Analysis: Classification, Segmentation, Restoration and Beyond | Oct 3, 2024 | MambaMedical Image Analysis | CodeCode Available | 2 |
| Were RNNs All We Needed? | Oct 2, 2024 | AllMamba | CodeCode Available | 1 |
| MAP: Unleashing Hybrid Mamba-Transformer Vision Backbone's Potential with Masked Autoregressive Pretraining | Oct 1, 2024 | Mamba | —Unverified | 0 |
| CXPMRG-Bench: Pre-training and Benchmarking for X-ray Medical Report Generation on CheXpert Plus Dataset | Oct 1, 2024 | BenchmarkingContrastive Learning | —Unverified | 0 |
| Mamba for Streaming ASR Combined with Unimodal Aggregation | Sep 30, 2024 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 1 |
| A SSM is Polymerized from Multivariate Time Series | Sep 30, 2024 | MambaState Space Models | CodeCode Available | 0 |
| SWIM: Short-Window CNN Integrated with Mamba for EEG-Based Auditory Spatial Attention Decoding | Sep 30, 2024 | Data AugmentationEEG | CodeCode Available | 1 |
| MaskMamba: A Hybrid Mamba-Transformer Model for Masked Image Generation | Sep 30, 2024 | Image GenerationMamba | —Unverified | 0 |
| Hybrid Mamba for Few-Shot Segmentation | Sep 29, 2024 | Few-Shot Semantic SegmentationMamba | CodeCode Available | 1 |
| MambaEviScrib: Mamba and Evidence-Guided Consistency Enhance CNN Robustness for Scribble-Based Weakly Supervised Ultrasound Image Segmentation | Sep 28, 2024 | Image SegmentationMamba | CodeCode Available | 0 |
| Speech-Mamba: Long-Context Speech Recognition with Selective State Spaces Models | Sep 27, 2024 | Automatic Speech RecognitionMamba | —Unverified | 0 |
| MECG-E: Mamba-based ECG Enhancer for Baseline Wander Removal | Sep 27, 2024 | DenoisingDiagnostic | CodeCode Available | 1 |
| Mamba Meets Financial Markets: A Graph-Mamba Approach for Stock Price Prediction | Sep 26, 2024 | MambaPrediction | CodeCode Available | 2 |
| MC-SEMamba: A Simple Multi-channel Extension of SEMamba | Sep 26, 2024 | MambaSpeech Enhancement | —Unverified | 0 |
| EM-Net: Efficient Channel and Frequency Learning with Mamba for 3D Medical Image Segmentation | Sep 26, 2024 | Image SegmentationMamba | CodeCode Available | 2 |
| Classification of Gleason Grading in Prostate Cancer Histopathology Images Using Deep Learning Techniques: YOLO, Vision Transformers, and Vision Mamba | Sep 25, 2024 | Computational EfficiencyDiagnostic | CodeCode Available | 0 |
| Semi-LLIE: Semi-supervised Contrastive Learning with Mamba-based Low-light Image Enhancement | Sep 25, 2024 | Contrastive LearningImage Enhancement | CodeCode Available | 1 |
| FSF-Net: Enhance 4D Occupancy Forecasting with Coarse BEV Scene Flow for Autonomous Driving | Sep 24, 2024 | Autonomous DrivingMamba | —Unverified | 0 |
| Segmentation Strategies in Deep Learning for Prostate Cancer Diagnosis: A Comparative Study of Mamba, SAM, and YOLO | Sep 24, 2024 | Lesion DetectionMamba | CodeCode Available | 0 |
