| 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 |
| TiM4Rec: An Efficient Sequential Recommendation Model Based on Time-Aware Structured State Space Duality Model | Sep 24, 2024 | Computational EfficiencyMamba | CodeCode Available | 1 |
| DepMamba: Progressive Fusion Mamba for Multimodal Depression Detection | Sep 24, 2024 | Depression DetectionMamba | CodeCode Available | 2 |
| Protein-Mamba: Biological Mamba Models for Protein Function Prediction | Sep 22, 2024 | Drug DiscoveryMamba | —Unverified | 0 |
| GraspMamba: A Mamba-based Language-driven Grasp Detection Framework with Hierarchical Feature Learning | Sep 22, 2024 | Mamba | —Unverified | 0 |
| UU-Mamba: Uncertainty-aware U-Mamba for Cardiovascular Segmentation | Sep 22, 2024 | MambaSegmentation | CodeCode Available | 1 |
| Test Time Learning for Time Series Forecasting | Sep 21, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| OneBEV: Using One Panoramic Image for Bird's-Eye-View Semantic Mapping | Sep 20, 2024 | Autonomous DrivingMamba | CodeCode Available | 1 |
| DeFT-Mamba: Universal Multichannel Sound Separation and Polyphonic Audio Classification | Sep 19, 2024 | Audio ClassificationClassification | —Unverified | 0 |
| MambaRecon: MRI Reconstruction with Structured State Space Models | Sep 19, 2024 | MambaMRI Reconstruction | CodeCode Available | 0 |
| MambaClinix: Hierarchical Gated Convolution and Mamba-Based U-Net for Enhanced 3D Medical Image Segmentation | Sep 19, 2024 | Computational EfficiencyImage Segmentation | CodeCode Available | 1 |
| PhysMamba: Efficient Remote Physiological Measurement with SlowFast Temporal Difference Mamba | Sep 18, 2024 | MambaState Space Models | CodeCode Available | 2 |
| SPRMamba: Surgical Phase Recognition for Endoscopic Submucosal Dissection with Mamba | Sep 18, 2024 | Computational EfficiencyMamba | CodeCode Available | 0 |
| Topological Deep Learning with State-Space Models: A Mamba Approach for Simplicial Complexes | Sep 18, 2024 | MambaState Space Models | —Unverified | 0 |
| Dense-TSNet: Dense Connected Two-Stage Structure for Ultra-Lightweight Speech Enhancement | Sep 18, 2024 | MambaSpeech Enhancement | —Unverified | 0 |
| StableMamba: Distillation-free Scaling of Large SSMs for Images and Videos | Sep 18, 2024 | Action Recognitionimage-classification | —Unverified | 0 |
| Mamba Fusion: Learning Actions Through Questioning | Sep 17, 2024 | Action AnticipationAction Recognition | CodeCode Available | 0 |
| Bio-Inspired Mamba: Temporal Locality and Bioplausible Learning in Selective State Space Models | Sep 17, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| SkinMamba: A Precision Skin Lesion Segmentation Architecture with Cross-Scale Global State Modeling and Frequency Boundary Guidance | Sep 17, 2024 | DecoderLesion Segmentation | CodeCode Available | 2 |
| ULOC: Learning to Localize in Complex Large-Scale Environments with Ultra-Wideband Ranges | Sep 17, 2024 | Mamba | CodeCode Available | 1 |
| Unleashing the Potential of Mamba: Boosting a LiDAR 3D Sparse Detector by Using Cross-Model Knowledge Distillation | Sep 17, 2024 | 3D Object DetectionAutonomous Driving | —Unverified | 0 |
| PixelBytes: Catching Unified Representation for Multimodal Generation | Sep 16, 2024 | Mambamultimodal generation | CodeCode Available | 0 |
| MARCA: Mamba Accelerator with ReConfigurable Architecture | Sep 16, 2024 | CPUGPU | —Unverified | 0 |
| Leveraging Joint Spectral and Spatial Learning with MAMBA for Multichannel Speech Enhancement | Sep 16, 2024 | MambaSpeech Enhancement | —Unverified | 0 |
| Ultra-Low Latency Speech Enhancement - A Comprehensive Study | Sep 16, 2024 | MambaSpeech Enhancement | —Unverified | 0 |
| Mamba-ST: State Space Model for Efficient Style Transfer | Sep 16, 2024 | MambaStyle Transfer | CodeCode Available | 2 |