https://openreview.net/forum?id=cRHhPrLcMRg
Robust Robotic Control from Pixels using Contrastive Recurrent State-Space Models | OpenReview
RSSMs with contrastive prediction work surprisingly well for pixel-based RL even in the presence of severe visual distractions.
state space modelsrobotic controlrobustpixelsusing
https://www.mathworks.com/help/ident/ug/what-are-state-space-models.html
What Are State-Space Models? - MATLAB & Simulink
State-space models are models that use state variables to describe a system by a set of first-order differential or difference equations, rather than by one or...
state space modelswhat arematlabsimulink
https://techbytes.app/posts/state-space-models-ssm-vs-transformers-2026/
Beyond Transformers: Analyzing State-Space Models (SSMs) in 2026 AI Architectures | Tech Bytes
A technical deep-dive into State-Space Models (SSMs) and why they are replacing Transformers for long-context AI applications.
state space modelstech bytesbeyondtransformersanalyzing
https://estima.com/forum/viewforum.php?f=26&sid=9aa04a18e6180494502f94ebf44a0876
State Space Models/DSGE - The RATS Software Forum
state space modelsthe ratssoftware forum
https://www.carmin.tv/en/collections/autumn-school-in-bayesian-statistics-ecole-dautomne-en-statistique-bayesienne/video/an-introduction-to-state-space-models-particle-filters-and-sequential-monte-carlo-samplers-part-2
An introduction to state-space models, particle filters, and Sequential Monte Carlo samplers - Part...
an introduction tostate space modelsmonte carloparticlefilters
https://eng.libretexts.org/Bookshelves/Industrial_and_Systems_Engineering/Book%3A_Dynamic_Systems_and_Control_(Dahleh_Dahleh_and_Verghese)/10%3A_Discrete-Time_Linear_State-Space_Models
10: Discrete-Time Linear State-Space Models - Engineering LibreTexts
Mar 5, 2021 - In the previous chapters we showed how dynamic models arise, and studied some special characteristics that they may possess. We focused on state-space models...
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https://www.eecs.mit.edu/tag/state-space-models/
Tag: state-space models - MIT EECS
state space modelstagmiteecs
https://proceedings.mlr.press/v202/ansari23a.html
Neural Continuous-Discrete State Space Models for Irregularly-Sampled Time Series
Jul 3, 2023 - Neural Continuous-Discrete State Space Models for Irregularly-Sampled Time SeriesAbdul Fatir Ansari, Alvin Heng, Andre Lim, Harold SohLearning...
state space modelstime seriesneuralcontinuousdiscrete
https://ww2.mathworks.cn/help/econ/state-space-models.html
State-Space Models - MATLAB & Simulink
Continuous state-space Markov processes characterized by state and observation equations
state space modelsmatlabsimulink
https://ideas.repec.org/a/eee/econom/v236y2023i1s0304407623001628.html
High-dimensional conditionally Gaussian state space models with missing data
Downloadable (with restrictions)! We develop an efficient sampling approach for handling complex missing data patterns and a large number of missing...
state space modelsmissing datahighdimensionalgaussian
https://researchconnect.stonybrook.edu/en/publications/gaussian-sum-particle-filtering-for-dynamic-state-space-models/
Gaussian sum particle filtering for dynamic state space models - Stony Brook University
state space modelsstony brook universitygaussiansumparticle
https://orbit.dtu.dk/en/publications/validation-of-state-space-models-using-template-model-builder/
Validation of state-space models using Template Model Builder - Welcome to DTU Research Database
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https://research.wu.ac.at/en/publications/recursive-residuals-and-model-diagnostics-for-normal-and-nonnorma-7/publications/?type=%2Fdk%2Fatira%2Fpure%2Fresearchoutput%2Fresearchoutputtypes%2Fworkingpaper%2Fwu_working_paper_series
Recursive residuals and model diagnostics for normal and nonnormal state space models -...
state space modelsrecursiveresidualsdiagnosticsnormal
https://openhsu.ub.hsu-hh.de/entities/publication/203d4daa-4b6c-4d0b-9734-343532ef5b0d
A generalized method for the derivation of non-linear state-space models from circuit schematics
state space modelsfor themethodderivationnon
https://scholars.uky.edu/en/publications/state-space-models-describe-the-spatial-variability-of-bromide-le/fingerprints/
State-space models describe the spatial variability of bromide leaching controlled by land use,...
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https://simons.berkeley.edu/talks/albert-gu-carnegie-mellon-university-2024-09-27
On the Tradeoffs of State Space Models
This talk will provide a high level overview of a recently popular subquadratic alternative to the Transformer, the state space model (SSM). We will discuss...
state space modelson the
https://arxiv.org/abs/2407.05489v1
[2407.05489v1] How Effective are State Space Models for Machine Translation?
Abstract page for arXiv paper 2407.05489v1: How Effective are State Space Models for Machine Translation?
state space modelsmachine translationeffective
https://collaborate.umb.edu/en/publications/markov-switching-state-space-models-with-applications-to-neuroima/
Markov-switching state-space models with applications to neuroimaging - University of Massachusetts...
state space modelsuniversity of massachusettsmarkovswitchingapplications
https://www.nber.org/papers/w30573
Differentiable State-Space Models and Hamiltonian Monte Carlo Estimation | NBER
Founded in 1920, the NBER is a private, non-profit, non-partisan organization dedicated to conducting economic research and to disseminating research findings...
state space modelsmonte carloestimationnber
https://soar.wichita.edu/items/451fd250-7778-40d7-87ff-7671b1acaf38
Failure prognosis based on adaptive state space models
This paper presents a generic data-driven failure prognosis method based on adaptive state space models for engineering systems, which integrates adaptive...
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https://strathprints.strath.ac.uk/7738/
Dynamic probabilities of restrictions in state space models: an application to the Phillips curve -...
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https://dsprelated.com/freebooks/pasp/Linear_State_Space_Models.html
Linear State Space Models | Physical Audio Signal Processing
Linear State Space Models As introduced in Book II [449, Appendix G], in the linear, time-invariant case, a discrete-time state-space model looks like...
state space modelsaudio signal processinglinearphysical
https://underline.io/lecture/89450-efficient-classification-of-long-documents-via-state-space-models-video
Efficient Classification of Long Documents via State-Space Models | VIDEO | Underline
On-demand video platform giving you access to lectures from conferences worldwide.
state space modelsefficientclassificationlongdocuments
https://iris.sissa.it/handle/20.500.11767/117076
Autoregressive Point Processes as Latent State-Space Models: A Moment-Closure Approach to...
state space modelspointprocesseslatentmoment
https://scholar.hit.edu.cn/en/publications/mammil-multiple-instance-learning-for-whole-slide-images-with-sta/
MamMIL: Multiple Instance Learning for Whole Slide Images with State Space Models - Harbin...
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https://www.deeplearning.ai/the-batch/tag/state-space-models
State Space Models | The Batch
Weekly AI news for engineers, executives, and enthusiasts.
state space modelsthe batch
https://proceedings.nips.cc/paper_files/paper/2025/hash/1b7a239766f041abcd4d286ec5548037-Abstract-Conference.html
Predictability Enables Parallelization of Nonlinear State Space Models
state space modelspredictabilityparallelizationnonlinear
https://events.umich.edu/event/135647
(Expired) Innovations in Likelihood-Based Inference for State Space Models | Happening @ Michigan
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https://npg.copernicus.org/articles/21/633/2014/npg-21-633-2014.html
NPG - Monte Carlo fixed-lag smoothing in state-space models
Abstract. This paper presents an algorithm for Monte Carlo fixed-lag smoothing in state-space models defined by a diffusion process observed through noisy...
state space modelsmonte carlonpgfixedlag
https://www.fortiss.org/ergebnisse/publikationen/details/deep-variational-bayes-filters-unsupervised-learning-of-state-space-models-from-raw-data
Deep Variational Bayes Filters: Unsupervised Learning of State Space Models from Raw Data - fortiss
Die anwendungsnahen Forschungsergebnisse stellt fortiss in Form von Open-Source-Software, wissenschaftlichen Publikationen, Whitepaper oder Studien zur...
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https://research.jku.at/de/activities/a-bayesian-analysis-of-state-space-models-with-switching/
A Bayesian Analysis of State Space Models with Switching - JKU & KUK Forschungsportal
state space modelsbayesian analysisswitchingjkukuk