Neural Processes - Slides and Resources

This post contains the slides and resources from Sam Scivier’s talk on neural processes (09/05/2024).

Slides

See here.

Resources

• Conditional neural process example for meta-learning 1-D functions (Jupyter notebook; code from this talk) - Sam Scivier
• Conditional neural process paper - DeepMind, 2018
• Gaussian neural process paper (predicting spatial covariances) - Cambridge, 2022
• Neural process tutorials - DeepMind
• Inroductory JAX tutorial - Ben Moseley