Charlotte Bunne's Projects
Learning Single-Cell Perturbation Responses using Neural Optimal Transport
Supervised Training of Conditional Monge Maps
Independent SE(3)-Equivariant Models for End-to-End Rigid Protein Docking (ICLR 2022)
Learning Graph Models for Retrosynthesis Prediction (NeurIPS 2021)
Learning Generative Models across Incomparable Spaces (ICML 2019)
Multi-Scale Representation Learning on Proteins (NeurIPS 2021)
Proximal Optimal Transport Modeling of Population Dynamics (AISTATS 2022)
Optimal Transport tools implemented with the JAX framework, to get auto-diff, parallel and jit-able computations.
PhD Thesis
cytominer python package