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State Space Models

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Showing 451–500 of 923 papers

TitleStatusHype
MAMBA4D: Efficient Long-Sequence Point Cloud Video Understanding with Disentangled Spatial-Temporal State Space Models—0
Enhanced Prediction of Multi-Agent Trajectories via Control Inference and State-Space Dynamics—0
Mamba-Adaptor: State Space Model Adaptor for Visual Recognition—0
Empirical Evaluation of Knowledge Distillation from Transformers to Subquadratic Language Models—0
Mamba base PKD for efficient knowledge compression—0
Mamba-CL: Optimizing Selective State Space Model in Null Space for Continual Learning—0
Traversing Time with Multi-Resolution Gaussian Process State-Space Models—0
Mamba for Scalable and Efficient Personalized Recommendations—0
Enhanced Structured State Space Models via Grouped FIR Filtering and Attention Sink Mechanisms—0
Embedding Information onto a Dynamical System—0
Mamba Hawkes Process—0
Element-wise Attention Is All You Need—0
Efficient variational approximations for state space models—0
Efficient Unstructured Pruning of Mamba State-Space Models for Resource-Constrained Environments—0
MambaJSCC: Adaptive Deep Joint Source-Channel Coding with Generalized State Space Model—0
Efficient Transformed Gaussian Process State-Space Models for Non-Stationary High-Dimensional Dynamical Systems—0
MambaLLIE: Implicit Retinex-Aware Low Light Enhancement with Global-then-Local State Space—0
Efficient Time Series Processing for Transformers and State-Space Models through Token Merging—0
MambaMixer: Efficient Selective State Space Models with Dual Token and Channel Selection—0
Efficient Online Inference and Learning in Partially Known Nonlinear State-Space Models by Learning Expressive Degrees of Freedom Offline—0
Mamba Neural Operator: Who Wins? Transformers vs. State-Space Models for PDEs—0
MambaNeXt-YOLO: A Hybrid State Space Model for Real-time Object Detection—0
Amortized backward variational inference in nonlinear state-space models—0
Efficient Learning of the Parameters of Non-Linear Models using Differentiable Resampling in Particle Filters—0
Mamba-Shedder: Post-Transformer Compression for Efficient Selective Structured State Space Models—0
Mamba State-Space Models Are Lyapunov-Stable Learners—0
MambaStyle: Efficient StyleGAN Inversion for Real Image Editing with State-Space Models—0
Efficient learning of hidden state LTI state space models of unknown order—0
Efficient Image Compression Using Advanced State Space Models—0
MambaTrack: A Simple Baseline for Multiple Object Tracking with State Space Model—0
MambaTron: Efficient Cross-Modal Point Cloud Enhancement using Aggregate Selective State Space Modeling—0
Efficient Hybrid Language Model Compression through Group-Aware SSM Pruning—0
TRIS-HAR: Transmissive Reconfigurable Intelligent Surfaces-assisted Cognitive Wireless Human Activity Recognition Using State Space Models—0
Efficient Estimation of State-Space Mixed-Frequency VARs: A Precision-Based Approach—0
MambaXCTrack: Mamba-based Tracker with SSM Cross-correlation and Motion Prompt for Ultrasound Needle Tracking—0
Efficient Estimation of Compressible State-Space Models with Application to Calcium Signal Deconvolution—0
EEG-SSM: Leveraging State-Space Model for Dementia Detection—0
EEGMamba: Bidirectional State Space Model with Mixture of Experts for EEG Multi-task Classification—0
EEGM2: An Efficient Mamba-2-Based Self-Supervised Framework for Long-Sequence EEG Modeling—0
Marconi: Prefix Caching for the Era of Hybrid LLMs—0
Marginalized particle Gibbs for multiple state-space models coupled through shared parameters—0
Learning Time-Varying Multi-Region Communications via Scalable Markovian Gaussian Processes—0
EDmamba: A Simple yet Effective Event Denoising Method with State Space Model—0
Mathematical Formalism for Memory Compression in Selective State Space Models—0
EDCSSM: Edge Detection with Convolutional State Space Model—0
Maximum likelihood recursive state estimation in state-space models: A new approach based on statistical analysis of incomplete data—0
Maximum likelihood smoothing estimation in state-space models: An incomplete-information based approach—0
Mechanistic evaluation of Transformers and state space models—0
EAGLE: An Efficient Global Attention Lesion Segmentation Model for Hepatic Echinococcosis—0
DynaNet: Neural Kalman Dynamical Model for Motion Estimation and Prediction—0
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