| Parameter Efficient Mamba Tuning via Projector-targeted Diagonal-centric Linear Transformation | Nov 21, 2024 | Mambaparameter-efficient fine-tuning | —Unverified | 0 |
| BEST-STD: Bidirectional Mamba-Enhanced Speech Tokenization for Spoken Term Detection | Nov 21, 2024 | MambaSelf-Supervised Learning | CodeCode Available | 0 |
| Unsupervised Foundation Model-Agnostic Slide-Level Representation Learning | Nov 20, 2024 | Mambamodel | CodeCode Available | 1 |
| STREAM: A Universal State-Space Model for Sparse Geometric Data | Nov 19, 2024 | Audio ClassificationEvent-based vision | —Unverified | 0 |
| Unlocking State-Tracking in Linear RNNs Through Negative Eigenvalues | Nov 19, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Contrast Similarity-Aware Dual-Pathway Mamba for Multivariate Time Series Node Classification | Nov 19, 2024 | Dynamic Time WarpingMamba | CodeCode Available | 0 |
| KAN-Mamba FusionNet: Redefining Medical Image Segmentation with Non-Linear Modeling | Nov 18, 2024 | Image SegmentationKolmogorov-Arnold Networks | —Unverified | 0 |
| Bi-Mamba: Towards Accurate 1-Bit State Space Models | Nov 18, 2024 | BinarizationLanguage Modeling | —Unverified | 0 |
| RAWMamba: Unified sRGB-to-RAW De-rendering With State Space Model | Nov 18, 2024 | Mamba | —Unverified | 0 |
| S^3Mamba: Arbitrary-Scale Super-Resolution via Scaleable State Space Model | Nov 16, 2024 | MambaSuper-Resolution | —Unverified | 0 |
| SoftLMs: Efficient Adaptive Low-Rank Approximation of Language Models using Soft-Thresholding Mechanism | Nov 15, 2024 | Decision MakingDecoder | —Unverified | 0 |
| XLSR-Mamba: A Dual-Column Bidirectional State Space Model for Spoofing Attack Detection | Nov 15, 2024 | Audio Deepfake DetectionAutomatic Speech Recognition | CodeCode Available | 1 |
| M-VAR: Decoupled Scale-wise Autoregressive Modeling for High-Quality Image Generation | Nov 15, 2024 | Image GenerationMamba | CodeCode Available | 2 |
| When Mamba Meets xLSTM: An Efficient and Precise Method with the xLSTM-VMUNet Model for Skin lesion Segmentation | Nov 14, 2024 | Computational EfficiencyLesion Segmentation | CodeCode Available | 0 |
| Multimodal Instruction Tuning with Hybrid State Space Models | Nov 13, 2024 | MambaState Space Models | —Unverified | 0 |
| MambaXCTrack: Mamba-based Tracker with SSM Cross-correlation and Motion Prompt for Ultrasound Needle Tracking | Nov 13, 2024 | Inductive BiasLong-range modeling | —Unverified | 0 |
| MaDiNet: Mamba Diffusion Network for SAR Target Detection | Nov 12, 2024 | Mamba | CodeCode Available | 1 |
| CT-Mamba: A Hybrid Convolutional State Space Model for Low-Dose CT Denoising | Nov 12, 2024 | DenoisingDiagnostic | CodeCode Available | 1 |
| Diverse capability and scaling of diffusion and auto-regressive models when learning abstract rules | Nov 12, 2024 | Mamba | —Unverified | 0 |
| SAV-SE: Scene-aware Audio-Visual Speech Enhancement with Selective State Space Model | Nov 12, 2024 | MambaSpeech Enhancement | —Unverified | 0 |
| AEROMamba: An efficient architecture for audio super-resolution using generative adversarial networks and state space models | Nov 11, 2024 | Audio Super-ResolutionGPU | CodeCode Available | 2 |
| LFSamba: Marry SAM with Mamba for Light Field Salient Object Detection | Nov 11, 2024 | Mambaobject-detection | CodeCode Available | 0 |
| LA4SR: illuminating the dark proteome with generative AI | Nov 11, 2024 | Mamba | —Unverified | 0 |
| KMM: Key Frame Mask Mamba for Extended Motion Generation | Nov 10, 2024 | Contrastive LearningMamba | CodeCode Available | 1 |
| SEM-Net: Efficient Pixel Modelling for image inpainting with Spatially Enhanced SSM | Nov 10, 2024 | DeblurringImage Inpainting | CodeCode Available | 1 |
