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Mamba

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Showing 1–50 of 1058 papers

TitleStatusHype
Transformers are SSMs: Generalized Models and Efficient Algorithms Through Structured State Space DualityCode11
MambaOut: Do We Really Need Mamba for Vision?Code7
MambaVision: A Hybrid Mamba-Transformer Vision BackboneCode7
VMamba: Visual State Space ModelCode7
Griffin: Mixing Gated Linear Recurrences with Local Attention for Efficient Language ModelsCode7
xLSTM 7B: A Recurrent LLM for Fast and Efficient InferenceCode7
Mamba: Linear-Time Sequence Modeling with Selective State SpacesCode6
PyramidMamba: Rethinking Pyramid Feature Fusion with Selective Space State Model for Semantic Segmentation of Remote Sensing ImageryCode5
Jamba-1.5: Hybrid Transformer-Mamba Models at ScaleCode5
Mamba or RWKV: Exploring High-Quality and High-Efficiency Segment Anything ModelCode5
MambaIRv2: Attentive State Space RestorationCode5
MambaIR: A Simple Baseline for Image Restoration with State-Space ModelCode5
Learning to (Learn at Test Time): RNNs with Expressive Hidden StatesCode5
SCBench: A KV Cache-Centric Analysis of Long-Context MethodsCode5
VideoMamba: State Space Model for Efficient Video UnderstandingCode5
PointMamba: A Simple State Space Model for Point Cloud AnalysisCode4
MedMamba: Vision Mamba for Medical Image ClassificationCode4
Mamba YOLO: A Simple Baseline for Object Detection with State Space ModelCode4
A Survey on Visual MambaCode4
Mamba-FETrack: Frame-Event Tracking via State Space ModelCode4
ChangeMamba: Remote Sensing Change Detection With Spatiotemporal State Space ModelCode4
Samba: Simple Hybrid State Space Models for Efficient Unlimited Context Language ModelingCode4
Visual Mamba: A Survey and New OutlooksCode4
VM-UNet: Vision Mamba UNet for Medical Image SegmentationCode4
Weak-Mamba-UNet: Visual Mamba Makes CNN and ViT Work Better for Scribble-based Medical Image SegmentationCode4
Semi-Mamba-UNet: Pixel-Level Contrastive and Pixel-Level Cross-Supervised Visual Mamba-based UNet for Semi-Supervised Medical Image SegmentationCode4
Mamba-UNet: UNet-Like Pure Visual Mamba for Medical Image SegmentationCode4
SegMamba: Long-range Sequential Modeling Mamba For 3D Medical Image SegmentationCode4
CM-UNet: Hybrid CNN-Mamba UNet for Remote Sensing Image Semantic SegmentationCode3
Cobra: Extending Mamba to Multi-Modal Large Language Model for Efficient InferenceCode3
RS-Mamba for Large Remote Sensing Image Dense PredictionCode3
PlainMamba: Improving Non-Hierarchical Mamba in Visual RecognitionCode3
RSMamba: Remote Sensing Image Classification with State Space ModelCode3
MobileMamba: Lightweight Multi-Receptive Visual Mamba NetworkCode3
MoE-Mamba: Efficient Selective State Space Models with Mixture of ExpertsCode3
Computation-Efficient Era: A Comprehensive Survey of State Space Models in Medical Image AnalysisCode3
FusionMamba: Dynamic Feature Enhancement for Multimodal Image Fusion with MambaCode3
Mambular: A Sequential Model for Tabular Deep LearningCode3
On the Efficiency of NLP-Inspired Methods for Tabular Deep LearningCode3
Caduceus: Bi-Directional Equivariant Long-Range DNA Sequence ModelingCode3
Can Mamba Learn How to Learn? A Comparative Study on In-Context Learning TasksCode3
BlackMamba: Mixture of Experts for State-Space ModelsCode3
MambaAD: Exploring State Space Models for Multi-class Unsupervised Anomaly DetectionCode3
LongLLaVA: Scaling Multi-modal LLMs to 1000 Images Efficiently via a Hybrid ArchitectureCode3
Demystify Mamba in Vision: A Linear Attention PerspectiveCode3
DiM: Diffusion Mamba for Efficient High-Resolution Image SynthesisCode3
LocalMamba: Visual State Space Model with Windowed Selective ScanCode3
MambaGlue: Fast and Robust Local Feature Matching With MambaCode3
Is Mamba Effective for Time Series Forecasting?Code3
SST: Multi-Scale Hybrid Mamba-Transformer Experts for Long-Short Range Time Series ForecastingCode3
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