Gabriel Loaiza-Ganem

Uses and Abuses of the Cross-Entropy Loss: Case Studies in Modern Deep Learning

Elliott Gordon-Rodríguez, Gabriel Loaiza-Ganem, Geoff Pleiss et al. · arXiv (Cornell University) · 2020 · 55 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +18

CaloMan: Fast generation of calorimeter showers with density estimation on learned manifolds

Jesse C. Cresswell, Brendan Leigh Ross, Gabriel Loaiza-Ganem et al. · arXiv (Cornell University) · 2022 · 35 citations · Full text

Geometric Learning, Engineering, Machine Learning +16

The continuous Bernoulli: fixing a pervasive error in variational autoencoders

Gabriel Loaiza-Ganem, John P. Cunningham · arXiv (Cornell University) · 2019 · 30 citations · Full text

Artificial Intelligence, Data Augmentation, Continuous Bernoulli +13

The continuous Bernoulli: fixing a pervasive error in variational autoencoders

Gabriel Loaiza-Ganem, John P. Cunningham · arXiv (Cornell University) · 2019 · 22 citations · Full text

Artificial Intelligence, Data Augmentation, Continuous Bernoulli +13

Exposing flaws of generative model evaluation metrics and their unfair treatment of diffusion models

George Stein, Jesse C. Cresswell, Rasa Hosseinzadeh et al. · arXiv (Cornell University) · 2023 · 20 citations · Full text

Unfair Treatment, Engineering, Machine Learning +20