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State Space Models

Papers

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Showing 326–350 of 923 papers

TitleStatusHype
CoMamba: Real-time Cooperative Perception Unlocked with State Space ModelsCode0
Flash STU: Fast Spectral Transform UnitsCode1
Self-supervised Learning for Acoustic Few-Shot Classification—0
Efficient Online Inference and Learning in Partially Known Nonlinear State-Space Models by Learning Expressive Degrees of Freedom Offline—0
MambaFoley: Foley Sound Generation using Selective State-Space ModelsCode0
GenMapping: Unleashing the Potential of Inverse Perspective Mapping for Robust Online HD Map ConstructionCode1
Tracking Network Dynamics using Probabilistic State-Space ModelsCode0
Learning Brain Tumor Representation in 3D High-Resolution MR Images via Interpretable State Space ModelsCode1
Mamba for Scalable and Efficient Personalized Recommendations—0
Deep Learning of Dynamic Systems using System Identification Toolbox(TM)—0
Rule Extrapolation in Language Models: A Study of Compositional Generalization on OOD PromptsCode0
Shaking Up VLMs: Comparing Transformers and Structured State Space Models for Vision & Language ModelingCode0
Cross-attention Inspired Selective State Space Models for Target Sound ExtractionCode1
State-space models are accurate and efficient neural operators for dynamical systemsCode0
UV-Mamba: A DCN-Enhanced State Space Model for Urban Village Boundary Identification in High-Resolution Remote Sensing ImagesCode1
Efficient Image Compression Using Advanced State Space Models—0
PixelBytes: Catching Unified Embedding for Multimodal GenerationCode0
EDCSSM: Edge Detection with Convolutional State Space Model—0
Shuffle Mamba: State Space Models with Random Shuffle for Multi-Modal Image Fusion—0
SSD4Rec: A Structured State Space Duality Model for Efficient Sequential RecommendationCode1
Sparse Mamba: Introducing Controllability, Observability, And Stability To Structural State Space Models—0
TrackSSM: A General Motion Predictor by State-Space ModelCode1
Probabilistic Decomposed Linear Dynamical Systems for Robust Discovery of Latent Neural DynamicsCode0
Evaluating Time-Series Training Dataset through Lens of Spectrum in Deep State Space Models—0
Towards Efficient Modelling of String Dynamics: A Comparison of State Space and Koopman based Deep Learning Methods—0
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