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State Space Models

Papers

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Showing 526–550 of 923 papers

TitleStatusHype
ChangeMamba: Remote Sensing Change Detection With Spatiotemporal State Space ModelCode4
InsectMamba: Insect Pest Classification with State Space Model—0
On the reduction of Linear Parameter-Varying State-Space models—0
SpikeMba: Multi-Modal Spiking Saliency Mamba for Temporal Video Grounding—0
MambaMixer: Efficient Selective State Space Models with Dual Token and Channel Selection—0
UltraLight VM-UNet: Parallel Vision Mamba Significantly Reduces Parameters for Skin Lesion SegmentationCode3
Dual-path Mamba: Short and Long-term Bidirectional Selective Structured State Space Models for Speech SeparationCode2
RankMamba: Benchmarking Mamba's Document Ranking Performance in the Era of TransformersCode1
Heracles: A Hybrid SSM-Transformer Model for High-Resolution Image and Time-Series AnalysisCode1
Rotate to Scan: UNet-like Mamba with Triplet SSM Module for Medical Image Segmentation—0
Integrating Mamba Sequence Model and Hierarchical Upsampling Network for Accurate Semantic Segmentation of Multiple Sclerosis Legion—0
Serpent: Scalable and Efficient Image Restoration via Multi-scale Structured State Space Models—0
Incorporating Exponential Smoothing into MLP: A Simple but Effective Sequence ModelCode0
State Space Models as Foundation Models: A Control Theoretic OverviewCode1
Modeling Analog Dynamic Range Compressors using Deep Learning and State-space Models—0
SiMBA: Simplified Mamba-Based Architecture for Vision and Multivariate Time seriesCode3
Model order reduction of deep structured state-space models: A system-theoretic approach—0
H-vmunet: High-order Vision Mamba UNet for Medical Image SegmentationCode2
VL-Mamba: Exploring State Space Models for Multimodal Learning—0
STG-Mamba: Spatial-Temporal Graph Learning via Selective State Space ModelCode3
VmambaIR: Visual State Space Model for Image RestorationCode3
Understanding Robustness of Visual State Space Models for Image ClassificationCode0
Regularization-Based Efficient Continual Learning in Deep State-Space Models—0
EfficientVMamba: Atrous Selective Scan for Light Weight Visual MambaCode3
LocalMamba: Visual State Space Model with Windowed Selective ScanCode3
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