jax mcmc normalizing-flows stat

bayesian-inference deep-invertible-networks deep-learning invertible-1x1-convolutions invertible-neural-networks julia julia-language machine-learning normalizing-flow normalizing-flows

Engineering (40%)

astronomy astrophysics bayesian-inference black-box-bayesian-inference cosmology cosmology-inference general-purpose inference machine-learning mcmc mcmc-sampler normalizing-flows probabilistic-data-analysis python sampling sampling-methods smc

Mathematics

annealing computational-expensive-models normalizing-flows variational-inference

Artificial Intelligence and Machine Learning (40%)

generative-models jax normalizing-flows simulation-based-inference

Artificial Intelligence and Machine Learning

bijections density-estimation normalizing-flows python surjections

Artificial Intelligence and Machine Learning

benchmarking beta-vae comparison normalizing-flows pixel-cnn pytorch reproducibility reproducible-research vae vae-gan vae-implementation vae-pytorch variational-autoencoder vq-vae wasserstein-autoencoder

normalizing-flows probabilistic-circuits probabilistic-models sum-product-networks

conditional-normalizing-flows full-waveform-inversion normalizing-flows uncertainty-quantification variational-inference

constraints fourier-neural-operator geological-carbon-storage geophysics inverse-problems inversion julia normalizing-flows reservoir-simulation

deep-learning density-estimation generative-model normalizing-flows probability torch

continuous-normalizing-flows flows infinitesimal-continuous-normalizing-flows infinitesimal-normalizing-flows julia julia-language julialang normalizing-flows

bayesian density-estimation density-ratio-estimation inference likelihood-free-inference normalizing-flows probability python pytorch simulation-based-inference

approximate-inference bayesian-inference normalizing-flows surrogate-models

autoencoders gans generative-model inn lightning normalizing-flows pytorch pytorch-lightning streamlit

bayesian-inference conditional-normalizing-flows full-waveform-inversion generative-ai normalizing-flows uncertainty-quantification

density-estimation ebflow energy-based-model flow-based-model normalizing-flows pytorch score-matching