awesome-normalizing-flows
github.com/janosh/awesome-normalizing-flows ↗Awesome resources on normalizing flows.
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📝 Publications (60)🛠️ Applications (8)📺 Videos (8)📦 Packages (14)🧑💻 Repos (18)🌐 Blog Posts (5)
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📝 Publications (60)
🛠️ Applications (8)
- Analyzing Inverse Problems with Invertible Neural Networks
- Faster Uncertainty Quantification for Inverse Problems with Conditional Normalizing Flows
- Latent Space Policies for Hierarchical Reinforcement Learning
- NeuTra-lizing Bad Geometry in Hamiltonian Monte Carlo Using Neural Transport
- Normalizing Kalman Filters for Multivariate Time Series Analysis
- On the Sentence Embeddings from Pre-trained Language Models
📺 Videos (8)
- A primer on normalizing flows
- Flow Models
- Graph Normalizing Flows
- Introduction to Normalizing Flows
- Normalizing Flows
- Normalizing Flows - Motivations, The Big Idea & Essential Foundations
Motivations, The Big Idea & Essential Foundations
🧑💻 Repos (18)
- BERT-flowTensorFlow Repos
- DeeProb-kitPyTorch Repos
- Density Estimation with Neural ODEs and Density Estimation with FFJORDsPyTorch Repos
- Destructive Deep Learning (ddl)Other Repos
- Graphical Normalizing FlowsPyTorch Repos
- Neural TransportJAX Repos
🌐 Blog Posts (5)
Showing a sample of 112 resources. View the full list on GitHub →