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State Space Models

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Showing 501–550 of 923 papers

TitleStatusHype
Topological Deep Learning with State-Space Models: A Mamba Approach for Simplicial Complexes—0
Bio-Inspired Mamba: Temporal Locality and Bioplausible Learning in Selective State Space Models—0
CoMamba: Real-time Cooperative Perception Unlocked with State Space ModelsCode0
PixelBytes: Catching Unified Representation for Multimodal GenerationCode0
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
Tracking Network Dynamics using Probabilistic State-Space ModelsCode0
Deep Learning of Dynamic Systems using System Identification Toolbox(TM)—0
Mamba for Scalable and Efficient Personalized Recommendations—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
State-space models are accurate and efficient neural operators for dynamical systemsCode0
Efficient Image Compression Using Advanced State Space Models—0
Shuffle Mamba: State Space Models with Random Shuffle for Multi-Modal Image Fusion—0
PixelBytes: Catching Unified Embedding for Multimodal GenerationCode0
EDCSSM: Edge Detection with Convolutional State Space Model—0
Sparse Mamba: Introducing Controllability, Observability, And Stability To Structural State Space Models—0
Towards Efficient Modelling of String Dynamics: A Comparison of State Space and Koopman based Deep Learning Methods—0
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
Domain-decoupled Physics-informed Neural Networks with Closed-form Gradients for Fast Model Learning of Dynamical Systems—0
PointDGMamba: Domain Generalization of Point Cloud Classification via Generalized State Space ModelCode0
Hierarchical Spatio-Temporal State-Space Modeling for fMRI AnalysisCode0
Modeling Time-Variant Responses of Optical Compressors with Selective State Space ModelsCode0
Integrating Multi-Modal Input Token Mixer Into Mamba-Based Decision Models: Decision MetaMamba—0
MambaTrack: A Simple Baseline for Multiple Object Tracking with State Space Model—0
Time Series Analysis by State Space Learning—0
Where is the signal in tokenization space?—0
GrassNet: State Space Model Meets Graph Neural Network—0
DeNOTS: Stable Deep Neural ODEs for Time Series—0
Perspectives: Comparison of Deep Learning Segmentation Models on Biophysical and Biomedical DataCode0
DyG-Mamba: Continuous State Space Modeling on Dynamic Graphs—0
Exploring Applications of State Space Models and Advanced Training Techniques in Sequential Recommendations: A Comparative Study on Efficiency and Performance—0
DyGMamba: Efficiently Modeling Long-Term Temporal Dependency on Continuous-Time Dynamic Graphs with State Space Models—0
Enhanced Prediction of Multi-Agent Trajectories via Control Inference and State-Space Dynamics—0
PackMamba: Efficient Processing of Variable-Length Sequences in Mamba training—0
Pose Magic: Efficient and Temporally Consistent Human Pose Estimation with a Hybrid Mamba-GCN Network—0
DeMansia: Mamba Never Forgets Any TokensCode0
PhysMamba: State Space Duality Model for Remote Physiological Measurement—0
A Survey of Mamba—0
What comes after transformers? -- A selective survey connecting ideas in deep learning—0
Enhanced Structured State Space Models via Grouped FIR Filtering and Attention Sink Mechanisms—0
ML-Mamba: Efficient Multi-Modal Large Language Model Utilizing Mamba-2—0
Mamba-UIE: Enhancing Underwater Images with Physical Model ConstraintCode0
From pixels to planning: scale-free active inference—0
EEG-SSM: Leveraging State-Space Model for Dementia Detection—0
Enhanced SMC^2: Leveraging Gradient Information from Differentiable Particle Filters Within Langevin ProposalsCode0
Deep State Space Recurrent Neural Networks for Time Series Forecasting—0
EEGMamba: Bidirectional State Space Model with Mixture of Experts for EEG Multi-task Classification—0
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