Publications

PDE-Refiner - Achieving Accurate Long Rollouts with Neural PDE Solvers

How to use Neural Networks to solve complex partial differential equations accurately for long-term predictions.

BISCUIT - Causal Representation Learning from Binary Interactions

Causal Representation Learning meets Embodied AI

Normalizing Flows on categorical data

A brief introduction to Categorical Normalizing Flows and permutation-invariant graph generation using GraphCNF