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Mamba

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Showing 51–100 of 1058 papers

TitleStatusHype
SPMamba: State-space model is all you need in speech separationCode3
UltraLight VM-UNet: Parallel Vision Mamba Significantly Reduces Parameters for Skin Lesion SegmentationCode3
RSMamba: Remote Sensing Image Classification with State Space ModelCode3
PlainMamba: Improving Non-Hierarchical Mamba in Visual RecognitionCode3
SiMBA: Simplified Mamba-Based Architecture for Vision and Multivariate Time seriesCode3
Cobra: Extending Mamba to Multi-Modal Large Language Model for Efficient InferenceCode3
ZigMa: A DiT-style Zigzag Mamba Diffusion ModelCode3
STG-Mamba: Spatial-Temporal Graph Learning via Selective State Space ModelCode3
Is Mamba Effective for Time Series Forecasting?Code3
EfficientVMamba: Atrous Selective Scan for Light Weight Visual MambaCode3
Video Mamba Suite: State Space Model as a Versatile Alternative for Video UnderstandingCode3
LocalMamba: Visual State Space Model with Windowed Selective ScanCode3
TimeMachine: A Time Series is Worth 4 Mambas for Long-term ForecastingCode3
LightM-UNet: Mamba Assists in Lightweight UNet for Medical Image SegmentationCode3
Caduceus: Bi-Directional Equivariant Long-Range DNA Sequence ModelingCode3
The Hidden Attention of Mamba ModelsCode3
Simple linear attention language models balance the recall-throughput tradeoffCode3
Can Mamba Learn How to Learn? A Comparative Study on In-Context Learning TasksCode3
Swin-UMamba: Mamba-based UNet with ImageNet-based pretrainingCode3
Graph-Mamba: Towards Long-Range Graph Sequence Modeling with Selective State SpacesCode3
BlackMamba: Mixture of Experts for State-Space ModelsCode3
MoE-Mamba: Efficient Selective State Space Models with Mixture of ExpertsCode3
MambaFusion: Height-Fidelity Dense Global Fusion for Multi-modal 3D Object DetectionCode2
MambAttention: Mamba with Multi-Head Attention for Generalizable Single-Channel Speech EnhancementCode2
EAMamba: Efficient All-Around Vision State Space Model for Image RestorationCode2
AceVFI: A Comprehensive Survey of Advances in Video Frame InterpolationCode2
TimePro: Efficient Multivariate Long-term Time Series Forecasting with Variable- and Time-Aware Hyper-stateCode2
Vision Mamba in Remote Sensing: A Comprehensive Survey of Techniques, Applications and OutlookCode2
An Efficient and Mixed Heterogeneous Model for Image RestorationCode2
Mamba as a Bridge: Where Vision Foundation Models Meet Vision Language Models for Domain-Generalized Semantic SegmentationCode2
Cross-Modal Interactive Perception Network with Mamba for Lung Tumor Segmentation in PET-CT ImagesCode2
SaMam: Style-aware State Space Model for Arbitrary Image Style TransferCode2
Tiled Flash Linear Attention: More Efficient Linear RNN and xLSTM KernelsCode2
MaTVLM: Hybrid Mamba-Transformer for Efficient Vision-Language ModelingCode2
RoMA: Scaling up Mamba-based Foundation Models for Remote SensingCode2
Multi-Modal Mamba Modeling for Survival Prediction (M4Survive): Adapting Joint Foundation Model RepresentationsCode2
OmniMamba: Efficient and Unified Multimodal Understanding and Generation via State Space ModelsCode2
Forgetting Transformer: Softmax Attention with a Forget GateCode2
SalM2: An Extremely Lightweight Saliency Mamba Model for Real-Time Cognitive Awareness of Driver AttentionCode2
Medical Image Classification with KAN-Integrated Transformers and Dilated Neighborhood AttentionCode2
DAMamba: Vision State Space Model with Dynamic Adaptive ScanCode2
Multimodal Mamba: Decoder-only Multimodal State Space Model via Quadratic to Linear DistillationCode2
X-IL: Exploring the Design Space of Imitation Learning PoliciesCode2
Mixture-of-Mamba: Enhancing Multi-Modal State-Space Models with Modality-Aware SparsityCode2
xLSTM-SENet: xLSTM for Single-Channel Speech EnhancementCode2
MambaHSI: Spatial-Spectral Mamba for Hyperspectral Image ClassificationCode2
Merging Context Clustering with Visual State Space Models for Medical Image SegmentationCode2
Samba: A Unified Mamba-based Framework for General Salient Object DetectionCode2
MaIR: A Locality- and Continuity-Preserving Mamba for Image RestorationCode2
Mamba-SEUNet: Mamba UNet for Monaural Speech EnhancementCode2
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