Repositories list

• MTLinear

  Public
  Python

  •1•2•1•0•Updated Mar 2, 2025Mar 2, 2025

• TSAA

  Public
  0•0•1•0•Updated Feb 3, 2025Feb 3, 2025

• DBSE

  Public
  Sequential Disentanglement by Extracting Static Information From A Single Sequence Element

  Python

  •0•0•0•0•Updated Feb 3, 2025Feb 3, 2025

• ImagenTime

  Public
  Utilizing Image Transforms and Diffusion Models for Generative Modeling of Short and Long Time Series

  Python

  •3•26•0•0•Updated Jan 9, 2025Jan 9, 2025

• mysstatus-go

  Public
  Go

  •0•1•0•0•Updated Jan 7, 2025Jan 7, 2025

• FOMA

  Public
  First-Order Manifold Data Augmentation for Regression Learning

  Python

  •

  MIT License

  •0•2•0•0•Updated Dec 9, 2024Dec 9, 2024

• SKD

  Public
  Multifactor Sequential Disentanglement via Structured Koopman Autoencoders

  Python

  •3•16•0•0•Updated Dec 2, 2024Dec 2, 2024

• GATLM

  Public
  Geometric Analysis of Transformer Time Series Forecasting Latent Manifolds

  Python

  •

  MIT License

  •0•1•0•0•Updated Oct 27, 2024Oct 27, 2024

• CRLM

  Public
  Data Representations' Study of Latent Image Manifolds

  Python

  •1•3•0•0•Updated Oct 6, 2024Oct 6, 2024

• KoVAE

  Public
  Koopman VAE (KoVAE), a new generative framework that is based on a novel design for the model prior.

  Python

  •4•20•1•0•Updated Sep 30, 2024Sep 30, 2024

• koopman_vae

  Public
  Python

  •0•0•0•0•Updated Sep 13, 2024Sep 13, 2024

• SPYL

  Public
  Sample and Predict Your Latent: Modality-free Sequential Disentanglement via Contrastive Estimation

  Python

  •1•5•0•0•Updated Aug 21, 2023Aug 21, 2023

• KANN

  Public
  An Operator Theoretic Approach for Analyzing Sequence Neural Networks

  Jupyter Notebook

  •

  MIT License

  •0•4•0•0•Updated Feb 22, 2023Feb 22, 2023