ML Anthology

Kushman, Nate

7 publications

ICLR 2020 Learning Robust Representations via Multi-View Information Bottleneck Marco Federici, Anjan Dutta, Patrick Forré, Nate Kushman, Zeynep Akata
AISTATS 2019 Inverting Supervised Representations with Autoregressive Neural Density Models Charlie Nash, Nate Kushman, Christopher K.I. Williams
NeurIPS 2018 Constructing Unrestricted Adversarial Examples with Generative Models Yang Song, Rui Shu, Nate Kushman, Stefano Ermon
ICLR 2018 PixelDefend: Leveraging Generative Models to Understand and Defend Against Adversarial Examples Yang Song, Taesup Kim, Sebastian Nowozin, Stefano Ermon, Nate Kushman
ICML 2017 Differentiable Programs with Neural Libraries Alexander L. Gaunt, Marc Brockschmidt, Nate Kushman, Daniel Tarlow
ICLR 2017 Lifelong Perceptual Programming by Example Alexander L. Gaunt, Marc Brockschmidt, Nate Kushman, Daniel Tarlow
ICLR 2017 Neural Program Lattices Chengtao Li, Daniel Tarlow, Alexander L. Gaunt, Marc Brockschmidt, Nate Kushman