Shahine

deep_deformable_registration. Experiments on lung CT scan 3D registration

FaIRGP. This repo contains material for the paper "FaIRGP: A Bayesian Energy Balance Model for Surface Temperatures Emulation"

statml-cdt-pytorch-tutorial. Introduction to PyTorch - StatML CDT 2020/2021

kernel_dna_classification. Challenge for Kernel methods course @MVA1819

aodisaggregation. This repo contains material for the paper "AODisaggregation: toward global aerosol vertical profiles"

ci-hackathon. "Queens of the Working from Home Age" repository for CI2020 hackathon

aerosols-vertical-profiles. This repo contains materials for paper "Reconstructing Aerosols Vertical Profiles with Aggregate Output Learning" at ICML CCAI 2021 workshop

climemu. Earth System Model output emulation with score-based generative modeling in JAX

collider-regression. This repo contains material for the paper "Returning the Favour: When Regression Benefits from Probabilistic Causal Knowledge" ICML 2023 paper

deconditional-downscaling. This repo contains materials for the "Deconditional Dowscaling with Gaussian Processes" NeurIPS 2021 paper

gan-sandbox. Play around with GANs

archives1819. Assignements and homeworks 2018-2019