Browse State-of-the-Art › State Space Models › Papers, page 8

State Space Models

Papers archive 2025-07-28

archive papers tagged: 923 · with a code link: 394 · where Syntology ran a sample: 153 (135 with a run with no instrument failure, 18 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (153 of 923 tagged: 135 with a run with no instrument failure, 18 where every run was a failure of Syntology's instrument)

Page 8 of 10: papers 701 to 800 of 923, in archive order: by repositories listed in the archive (most first), then newest first, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers that list no repository come after every paper that lists one.

Papers without a page here are shown as plain text. A Syntology line reads “N ran (of which C constructed an object rather than computing a result; K with no instrument failure: H honoured, V violated, P with no contract checked; I where Syntology's instrument failed) · U unverified”; the figure “where Syntology's instrument failed” counts failures of Syntology's instrument, not of the code. When the archive marks a repository official for the paper, the line starts with that repository's state (the archive's flag, not a verdict on who wrote the code); hover it for the repositories the samples that ran came from. Abstracts are on each paper's page.

• HumMUSS: Human Motion Understanding using State Space Models
  16 Apr 2024 0 repositories listed
• HSIDMamba: Exploring Bidirectional State-Space Models for Hyperspectral Denoising
  15 Apr 2024 0 repositories listed
• A data-driven approach to UIO-based fault diagnosis
  9 Apr 2024 0 repositories listed
• InsectMamba: Insect Pest Classification with State Space Model
  4 Apr 2024 0 repositories listed
• On the reduction of Linear Parameter-Varying State-Space models
  2 Apr 2024 0 repositories listed
• SpikeMba: Multi-Modal Spiking Saliency Mamba for Temporal Video Grounding
  1 Apr 2024 0 repositories listed
• MambaMixer: Efficient Selective State Space Models with Dual Token and Channel Selection
  29 Mar 2024 0 repositories listed
• Integrating Mamba Sequence Model and Hierarchical Upsampling Network for Accurate Semantic Segmentation of Multiple Sclerosis Legion
  26 Mar 2024 0 repositories listed
• Rotate to Scan: UNet-like Mamba with Triplet SSM Module for Medical Image Segmentation
  26 Mar 2024 0 repositories listed
• Serpent: Scalable and Efficient Image Restoration via Multi-scale Structured State Space Models
  26 Mar 2024 0 repositories listed
• Modeling Analog Dynamic Range Compressors using Deep Learning and State-space Models
  24 Mar 2024 0 repositories listed
• VL-Mamba: Exploring State Space Models for Multimodal Learning
  20 Mar 2024 0 repositories listed
• Regularization-Based Efficient Continual Learning in Deep State-Space Models
  15 Mar 2024 0 repositories listed
• A multi-cohort study on prediction of acute brain dysfunction states using selective state space models
  11 Mar 2024 0 repositories listed
• On the computation of stable coupled state-space models for dynamic substructuring applications
  5 Mar 2024 0 repositories listed
• Differentiable Particle Filtering using Optimal Placement Resampling
  26 Feb 2024 0 repositories listed
• Importance sampling for online variational learning
  5 Feb 2024 0 repositories listed
• Contingency Detection in Modern Power Systems: A Stochastic Hybrid System Method
  2 Feb 2024 0 repositories listed
• Variational excess risk bound for general state space models
  15 Dec 2023 0 repositories listed
• Learning Long Sequences in Spiking Neural Networks
  14 Dec 2023 0 repositories listed
• Generative learning for nonlinear dynamics
  7 Nov 2023 0 repositories listed
• Robustifying State-space Models for Long Sequences via Approximate Diagonalization
  2 Oct 2023 0 repositories listed
• Reachability Analysis of ARMAX Models
  21 Sep 2023 0 repositories listed
• Sampling-Free Probabilistic Deep State-Space Models
  15 Sep 2023 0 repositories listed
• Out of Distribution Detection via Domain-Informed Gaussian Process State Space Models
  13 Sep 2023 0 repositories listed
• Spiking Structured State Space Model for Monaural Speech Enhancement
  7 Sep 2023 0 repositories listed
• A study on fault diagnosis in nonlinear dynamic systems with uncertainties
  6 Sep 2023 0 repositories listed
• Multi-Response Heteroscedastic Gaussian Process Models and Their Inference
  29 Aug 2023 0 repositories listed
• Stabilizing RNN Gradients through Pre-training
  23 Aug 2023 0 repositories listed
• Universality of Linear Recurrences Followed by Non-linear Projections: Finite-Width Guarantees and Benefits of Complex Eigenvalues
  21 Jul 2023 0 repositories listed
• Graphs in State-Space Models for Granger Causality in Climate Science
  20 Jul 2023 0 repositories listed
• Sparse Graphical Linear Dynamical Systems
  6 Jul 2023 0 repositories listed
• Why are state-space models more expressive than n-gram models?
  20 Jun 2023 0 repositories listed
• A Recursive Newton Method for Smoothing in Nonlinear State Space Models
  15 Jun 2023 0 repositories listed
• Block-State Transformers
  15 Jun 2023 0 repositories listed
• Deep Gaussian Markov Random Fields for Graph-Structured Dynamical Systems
  14 Jun 2023 0 repositories listed
• A Quantitative Review on Language Model Efficiency Research
  28 May 2023 0 repositories listed
• Multi-Head State Space Model for Speech Recognition
  21 May 2023 0 repositories listed
• Variational Nonlinear Kalman Filtering with Unknown Process Noise Covariance
  6 May 2023 0 repositories listed
• Initialization Approach for Nonlinear State-Space Identification via the Subspace Encoder Approach
  4 Apr 2023 0 repositories listed
• Learning Stable and Robust Linear Parameter-Varying State-Space Models
  4 Apr 2023 0 repositories listed
• Computationally efficient predictive control based on ANN state-space models
  30 Mar 2023 0 repositories listed
• Maximum likelihood smoothing estimation in state-space models: An incomplete-information based approach
  29 Mar 2023 0 repositories listed
• Inverse Cubature and Quadrature Kalman filters
  18 Mar 2023 0 repositories listed
• Fast Randomized Subspace System Identification for Large I/O Data
  2 Mar 2023 0 repositories listed
• PlaNet-ClothPick: Effective Fabric Flattening Based on Latent Dynamic Planning
  2 Mar 2023 0 repositories listed
• Differentiable Bootstrap Particle Filters for Regime-Switching Models
  20 Feb 2023 0 repositories listed
• High-Dimensional Conditionally Gaussian State Space Models with Missing Data
  7 Feb 2023 0 repositories listed
• BSSAD: Towards A Novel Bayesian State-Space Approach for Anomaly Detection in Multivariate Time Series
  30 Jan 2023 0 repositories listed
• Sequential Estimation of Gaussian Process-based Deep State-Space Models
  29 Jan 2023 0 repositories listed
• Towards AI-controlled FES-restoration of arm movements: Controlling for progressive muscular fatigue with Gaussian state-space models
  10 Jan 2023 0 repositories listed
• Graph state-space models
  4 Jan 2023 0 repositories listed
• State and parameter learning with PaRIS particle Gibbs
  2 Jan 2023 0 repositories listed
• PAC-Bayesian-Like Error Bound for a Class of Linear Time-Invariant Stochastic State-Space Models
  30 Dec 2022 0 repositories listed
• The Past Does Matter: Correlation of Subsequent States in Trajectory Predictions of Gaussian Process Models
  20 Nov 2022 0 repositories listed
• Meta-Learning of Neural State-Space Models Using Data From Similar Systems
  14 Nov 2022 0 repositories listed
• A Compendium of Control-Oriented Models of Gas Processing Equipment Components
  13 Nov 2022 0 repositories listed
• Maximum likelihood recursive state estimation in state-space models: A new approach based on statistical analysis of incomplete data
  9 Nov 2022 0 repositories listed
• Efficient variational approximations for state space models
  20 Oct 2022 0 repositories listed
• Modelling Emotion Dynamics in Song Lyrics with State Space Models
  17 Oct 2022 0 repositories listed
• Fast Estimation of Bayesian State Space Models Using Amortized Simulation-Based Inference
  13 Oct 2022 0 repositories listed
• Marginalized particle Gibbs for multiple state-space models coupled through shared parameters
  13 Oct 2022 0 repositories listed
• Direct identification of continuous-time linear switched state-space models
  4 Oct 2022 0 repositories listed
• Counter-Adversarial Learning with Inverse Unscented Kalman Filter
  1 Oct 2022 0 repositories listed
• A physics-based domain adaptation framework for modelling and forecasting building energy systems
  19 Aug 2022 0 repositories listed
• Unsupervised learning of observation functions in state-space models by nonparametric moment methods
  12 Jul 2022 0 repositories listed
• Improving the Diagnosis of Psychiatric Disorders with Self-Supervised Graph State Space Models
  7 Jun 2022 0 repositories listed
• Amortized backward variational inference in nonlinear state-space models
  1 Jun 2022 0 repositories listed
• Counterfactual Analysis in Dynamic Latent State Models
  27 May 2022 0 repositories listed
• Learning Individual Interactions from Population Dynamics with Discrete-Event Simulation Model
  4 May 2022 0 repositories listed
• Learning Reduced Nonlinear State-Space Models: an Output-Error Based Canonical Approach
  19 Apr 2022 0 repositories listed
• On the Herdability of Linear Time-Invariant Systems with Special Topological Structures
  18 Apr 2022 0 repositories listed
• A Tutorial on Solution Properties of State Space Models of Dynamical Systems
  12 Apr 2022 0 repositories listed
• Interpretable Latent Variables in Deep State Space Models
  3 Mar 2022 0 repositories listed
• Neural Ordinary Differential Equations for Nonlinear System Identification
  28 Feb 2022 0 repositories listed
• Data-driven approximation and reduction from noisy data in matrix pencil frameworks
  19 Feb 2022 0 repositories listed
• Simple Models and Biased Forecasts
  14 Feb 2022 0 repositories listed
• Efficient learning of hidden state LTI state space models of unknown order
  3 Feb 2022 0 repositories listed
• The Annotated S4
  17 Jan 2022 0 repositories listed
• Inverse Extended Kalman Filter -- Part I: Fundamentals
  5 Jan 2022 0 repositories listed
• Variational-Based Nonlinear Bayesian Filtering with Biased Observations
  29 Dec 2021 0 repositories listed
• Efficient Estimation of State-Space Mixed-Frequency VARs: A Precision-Based Approach
  21 Dec 2021 0 repositories listed
• On Recursive State Estimation for Linear State-Space Models Having Quantized Output Data
  15 Dec 2021 0 repositories listed
• Traversing Time with Multi-Resolution Gaussian Process State-Space Models
  6 Dec 2021 0 repositories listed
• Latent Matters: Learning Deep State-Space Models
  1 Dec 2021 0 repositories listed
• Probabilistic Transformer For Time Series Analysis
  1 Dec 2021 0 repositories listed
• Efficient Learning of the Parameters of Non-Linear Models using Differentiable Resampling in Particle Filters
  2 Nov 2021 0 repositories listed
• Explicit Port-Hamiltonian FEM-Models for Linear Mechanical Systems with Non-Uniform Boundary Conditions
  29 Oct 2021 0 repositories listed
• Iterated Block Particle Filter for High-dimensional Parameter Learning: Beating the Curse of Dimensionality
  20 Oct 2021 0 repositories listed
• State-Space Models Win the IEEE DataPort Competition on Post-covid Day-ahead Electricity Load Forecasting
  1 Oct 2021 0 repositories listed
• Non asymptotic estimation lower bounds for LTI state space models with Cramér-Rao and van Trees
  17 Sep 2021 0 repositories listed
• Blind Identification of State-Space Models in Physical Coordinates
  19 Aug 2021 0 repositories listed
• Active Learning in Gaussian Process State Space Model
  30 Jul 2021 0 repositories listed
• Self-Supervised Inference in State-Space Models
  28 Jul 2021 0 repositories listed
• Hida-Matérn Kernel
  15 Jul 2021 0 repositories listed
• Predictive Control Using Learned State Space Models via Rolling Horizon Evolution
  25 Jun 2021 0 repositories listed
• Basis transform in switched linear system state-space models from input-output data
  21 Jun 2021 0 repositories listed
• Generalized AdaGrad (G-AdaGrad) and Adam: A State-Space Perspective
  31 May 2021 0 repositories listed
• Unbiased Estimation of the Gradient of the Log-Likelihood for a Class of Continuous-Time State-Space Models
  24 May 2021 0 repositories listed
• Embedding Information onto a Dynamical System
  22 May 2021 0 repositories listed