Koopman VAE (KoVAE), a new generative framework that is based on a novel design for the model prior.
☆34Mar 27, 2025Updated last year
Alternatives and similar repositories for KoVAE
Users that are interested in KoVAE are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Multifactor Sequential Disentanglement via Structured Koopman Autoencoders☆21Dec 2, 2024Updated last year
- Time Series Generation Under Data Scarcity: A Unified Generative Modeling Approach☆47Jan 7, 2026Updated 6 months ago
- ☆20May 27, 2025Updated last year
- Utilizing Image Transforms and Diffusion Models for Generative Modeling of Short and Long Time Series☆64Sep 29, 2025Updated 9 months ago
- Code implementations of TimeAutoDiff☆27Jan 7, 2026Updated 6 months ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- PyTorch Implementation of Lusch et al DeepKoopman☆18Jan 5, 2023Updated 3 years ago
- ☆32Jun 24, 2025Updated last year
- Consistent Koopman Autoencoders☆76May 23, 2023Updated 3 years ago
- Pytorch Implmentation of Amortized Control of Continuous State Space Feynman-Kac Model for Irregular Time Series (ACSSM), ICLR 2025 Oral☆24Mar 4, 2025Updated last year
- ☆22Apr 9, 2025Updated last year
- Deep Clustering Analysis via Dual Variational Autoencoder with Spherical Latent Embeddings powered by@torch☆12Dec 12, 2021Updated 4 years ago
- BERT is a dataset that presents vibration tests performed on an aluminum beam with a bolted joint with various tightening torques and hys…☆16Apr 13, 2021Updated 5 years ago
- Code for the paper "A Novel Interpretable Model via Algorithm Unrolling for Intelligent Fault Diagnosis of Machinery"☆13Dec 14, 2024Updated last year
- ☆16Nov 29, 2024Updated last year
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Code release for "Koopa: Learning Non-stationary Time Series Dynamics with Koopman Predictors" (NeurIPS 2023), https://arxiv.org/abs/2305…☆242Jul 1, 2024Updated 2 years ago
- Medical Image Segmentation Method Based on Swin Transformer with Diffusion Probabilistic Model☆16Feb 25, 2024Updated 2 years ago
- Tube-Based Zonotopic Data Driven Predictive Control☆12Nov 23, 2022Updated 3 years ago
- ☆11Jul 18, 2023Updated 3 years ago
- Source code for "Deep Variational Koopman Models: Inferring Koopman Observations for Uncertainty-Aware Dynamics Modeling and Control" fro…☆46May 28, 2019Updated 7 years ago
- Conditional Wasserstein Distances with Applications in Bayesian OT Flow Matching☆10Jun 4, 2025Updated last year
- A comparative study on Self-Supervised Learning for Time Series: Contrastive or Generative?☆42Sep 19, 2023Updated 2 years ago
- ☆10Jul 30, 2023Updated 2 years ago
- ☆11May 25, 2024Updated 2 years ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- "How to Trust Your Diffusion Models: A Convex Optimization Approach to Conformal Risk Control"☆17Jan 6, 2026Updated 6 months ago
- This approach is used to solve data-driven optimal control problems by providing a Koopman operator based convex formulation☆14Jul 13, 2024Updated 2 years ago
- Flow Annealed Importance Sampling Bootstrap (FAB) with JAX.☆13Jun 12, 2024Updated 2 years ago
- This repository contains all the source code needed to reproduce the experiments or review the results obtained in the research paper "…☆13Dec 9, 2023Updated 2 years ago
- Extend Differential Dynamic Programming (DDP) to be applicable to hybrid systems of fixed sequence and timings. Examples including an app…☆14Jun 23, 2023Updated 3 years ago
- ☆16Sep 12, 2020Updated 5 years ago
- ☆17Nov 18, 2025Updated 8 months ago
- Official implementation: Population Aware Diffusion for Time Series Generation (AAAI-25)☆17Sep 1, 2025Updated 10 months ago
- Generative Modeling with Bayesian Sample Inference☆24May 17, 2025Updated last year
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- ☆14Dec 13, 2024Updated last year
- Spectral Graph Attention Network with Fast Eigen-approximation☆11Dec 24, 2021Updated 4 years ago
- Streamlined version of the 4dvarnet algorithm: probably a good starting point to understand and applying it☆16Jun 26, 2026Updated 3 weeks ago
- [ICLR 2026] Official implementation of " 🦙 TimeOmni-1: Incentivizing Complex Reasoning with Time Series in Large Language Models"☆37Jun 12, 2026Updated last month
- ☆16Sep 6, 2023Updated 2 years ago
- Official implementation of the UMDQN algorithm presented in the scientific research paper entitled "Distributional Reinforcement Learning…☆11Jun 3, 2022Updated 4 years ago
- Implicit Distributional Actor Critic☆11Dec 8, 2021Updated 4 years ago