Charlie Frogner
Publications by Year
Research Areas
Domain Adaptation and Few-Shot Learning, Seismic Imaging and Inversion Techniques, Advanced Neuroimaging Techniques and Applications, Bayesian Methods and Mixture Models, Generative Adversarial Networks and Image Synthesis
Most-Cited Works
- → Learning with a Wasserstein Loss(2015)270 cited
- → Automated fault detection without seismic processing(2017)256 cited
- → Machine-learning Based Automated Fault Detection in Seismic Traces(2014)81 cited
- → Approximate inference with Wasserstein gradient flows(2018)10 cited
- → Incorporating Unlabeled Data into Distributionally Robust Learning(2019)10 cited
- → Learning Embeddings into Entropic Wasserstein Spaces(2019)9 cited
- Fast and Flexible Inference of Joint Distributions from their Marginals(2019)
- Discovering Weakly-Interacting Factors in a Complex Stochastic Process(2007)