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State Space Models

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Showing 301–350 of 923 papers

TitleStatusHype
Black box variational inference for state space modelsCode0
Recurrent Neural Filters: Learning Independent Bayesian Filtering Steps for Time Series PredictionCode0
RD-UIE: Relation-Driven State Space Modeling for Underwater Image EnhancementCode0
Quasi-Newton particle Metropolis-HastingsCode0
Regime Learning for Differentiable Particle FiltersCode0
Q-S5: Towards Quantized State Space ModelsCode0
Probabilistic sequential matrix factorizationCode0
Provable Benefits of Complex Parameterizations for Structured State Space ModelsCode0
Probabilistic Decomposed Linear Dynamical Systems for Robust Discovery of Latent Neural DynamicsCode0
Quantifying Robustness: A Benchmarking Framework for Deep Learning Forecasting in Cyber-Physical SystemsCode0
Regret-Optimal Filtering for Prediction and EstimationCode0
Image Forgery Localization with State Space ModelsCode0
PointDGMamba: Domain Generalization of Point Cloud Classification via Generalized State Space ModelCode0
PixelBytes: Catching Unified Embedding for Multimodal GenerationCode0
Bayesian optimisation for fast approximate inference in state-space models with intractable likelihoodsCode0
PixelBytes: Catching Unified Representation for Multimodal GenerationCode0
Partially Observed Trajectory Inference using Optimal Transport and a Dynamics PriorCode0
Perspectives: Comparison of Deep Learning Segmentation Models on Biophysical and Biomedical DataCode0
Parameter elimination in particle Gibbs samplingCode0
Outlier-Insensitive Kalman Filtering Using NUV PriorsCode0
On Provable Length and Compositional GeneralizationCode0
Deep Variational Bayes Filters: Unsupervised Learning of State Space Models from Raw DataCode0
Online Variational Sequential Monte CarloCode0
How Effective are State Space Models for Machine Translation?Code0
Continuous-time identification of dynamic state-space models by deep subspace encodingCode0
Newton-based maximum likelihood estimation in nonlinear state space modelsCode0
Noise Covariances Identification by MDM: Weighting, Recursion, and ImplementationCode0
Neuron's Eye View: Inferring Features of Complex Stimuli from Neural ResponsesCode0
Neural State-Space Models: Empirical Evaluation of Uncertainty QuantificationCode0
Hierarchical Spatio-Temporal State-Space Modeling for fMRI AnalysisCode0
Hierarchical Mamba Meets Hyperbolic Geometry: A New Paradigm for Structured Language EmbeddingsCode0
Deep Reinforcement Learning for Sepsis TreatmentCode0
HRVMamba: High-Resolution Visual State Space Model for Dense PredictionCode0
BarcodeMamba: State Space Models for Biodiversity AnalysisCode0
DeMansia: Mamba Never Forgets Any TokensCode0
Neural State-Space Modeling with Latent Causal-Effect DisentanglementCode0
Optimal Sensor Scheduling and Selection for Continuous-Discrete Kalman Filtering with Auxiliary DynamicsCode0
Precision Spatio-Temporal Feature Fusion for Robust Remote Sensing Change DetectionCode0
Relative representations for cognitive graphsCode0
Hidden Parameter Recurrent State Space Models For Changing Dynamics ScenariosCode0
MUCM-Net: A Mamba Powered UCM-Net for Skin Lesion SegmentationCode0
Hardware Synthesis of State-Space Equations; Application to FPGA Implementation of Shallow and Deep Neural NetworksCode0
Auxiliary MCMC and particle Gibbs samplers for parallelisable inference in latent dynamical systemsCode0
An adaptive ensemble filter for heavy-tailed distributions: tuning-free inflation and localizationCode0
Identification of LTV Dynamical Models with Smooth or Discontinuous Time Evolution by means of Convex OptimizationCode0
DG-Mamba: Robust and Efficient Dynamic Graph Structure Learning with Selective State Space ModelsCode0
Multilingual State Space Models for Structured Question Answering in Indic LanguagesCode0
Graph Mamba: Towards Learning on Graphs with State Space ModelsCode0
Deep Direct Discriminative Decoders for High-dimensional Time-series Data AnalysisCode0
Memba: Membrane-driven Parameter-Efficient Fine-Tuning for MambaCode0
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