Jacob Buckman

Thermometer Encoding: One Hot Way To Resist Adversarial Examples

Jacob Buckman, Aurko Roy, Colin Raffel et al. · International Conference on Learning Representations · 2018 · 473 citations

Artificial Intelligence, Engineering, Machine Learning +15

Sample-Efficient Reinforcement Learning with Stochastic Ensemble Value Expansion

Jacob Buckman, Danijar Hafner, George Tucker et al. · arXiv (Cornell University) · 2018 · 97 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +18

DeepMDP: Learning Continuous Latent Space Models for Representation Learning

Carles Gelada, Saurabh Kumar, Jacob Buckman et al. · arXiv (Cornell University) · 2019 · 67 citations · Full text

Artificial Intelligence, Latent Modeling, Engineering +13

Sample-Efficient Reinforcement Learning with Stochastic Ensemble Value Expansion

Jacob Buckman, Danijar Hafner, George Tucker et al. · Neural Information Processing Systems · 2018 · 66 citations

Artificial Intelligence, Engineering, Machine Learning +18

Is Generator Conditioning Causally Related to GAN Performance?

Augustus Odena, Jacob Buckman, Catherine Olsson et al. · arXiv (Cornell University) · 2018 · 50 citations · Full text

Artificial Intelligence, Jacobian Singular Values, Engineering +13