There are 1 repository under state-space-model topic.
PointMamba: A Simple State Space Model for Point Cloud Analysis
[IEEE TGRS 2024] ChangeMamba: Remote Sensing Change Detection Based on Spatio-Temporal State Space Model
A PyTorch implementation of the paper "ZigMa: A DiT-Style Mamba-based Diffusion Model" (ECCV 2024)
Computation-Efficient Era: A Comprehensive Survey of State Space Models in Medical Image Analysis
Notes on the Mamba and the S4 model (Mamba: Linear-Time Sequence Modeling with Selective State Spaces)
Accelerated First Order Parallel Associative Scan
Official PyTorch implementation of the CVPR 2024 paper: State Space Models for Event Cameras (Spotlight).
The official implementation of SSAMBA: Self-Supervised Audio Representation Learning with Mamba State Space Model
Imputation-based Time-Series Anomaly Detection with Conditional Weight-Incremental Diffusion Models, KDD 2023
Official Implementation of the work "Audio Mamba: Bidirectional State Space Model for Audio Representation Learning"
Subspace methods for MIMO system identification
State space models for decoding hippocampal trajectories and determining their type using sorted or clusterless data
This repository contains the source code for "Stochastic data-driven model predictive control using Gaussian processes" (SDD-GP-MPC).
LEAP is a tool for discovering latent temporal causal relations with gradient-based neural network.
Neural State-Space Models and Latent Dynamics Functions in PyTorch for High-Dimensional Forecasting
Source code and data for the tutorial: "Getting started with particle Metropolis-Hastings for inference in nonlinear models"
Companion code in JAX for the paper Parallel Iterated Extended and Sigma-Point Kalman Smoothers.
PyTorch implementation of the NCDSSM models presented in the ICML '23 paper "Neural Continuous-Discrete State Space Models for Irregularly-Sampled Time Series".
A Simulator for the Primary Circuit of the VVER-440/V213 Pressurized Water Reactor
Markov-Switching State-Space Models
theleo.zone/thermal-model source code (formerly thermalmodel.com)
Official repository of ”Mamba-FSCIL: Dynamic Adaptation with Selective State Space Model for Few-Shot Class-Incremental Learning"
State space models for categorization of replay content from multiunit spiking activity. Deng et al. 2016
State space model + data pipeline to generate counterfactual time series trajectories on multiple clinical signals, used to evaluate the utility of counterfactual features in sepsis prediction
Couplings for nonlinear ensemble filtering
Julia package for KF and EKF parameter estimation using Automatic Differentiation
An R package for fitting state-space models to repeated measures of multiple individuals with covariates
Improve the Attentive State-Space Model by transformer
Simple implementations of long-range sequence models (LRU, S5, S4, and more).
ML Coursework focused on solving Computational Finance and Risk Assessment models
Repository for JABBA-Select
Official implementation of our paper "Scalable Event-by-event Processing of Neuromorphic Sensory Signals With Deep State-Space Models"
A flexible data simulator for Kafka and OpenShift using state-space models