Get our free extension to see links to code for papers anywhere online!

 Add to Chrome

 Add to Firefox

CatalyzeX Code Finder - Browser extension linking code for ML papers across the web! | Product Hunt Embed
Integrable Nonparametric Flows

Dec 03, 2020
David Pfau, Danilo Rezende

* Accepted to 3rd NeurIPS Workshop on Machine Learning and Physical Sciences 

  Access Paper or Ask Questions

Better, Faster Fermionic Neural Networks

Nov 13, 2020
James S. Spencer, David Pfau, Aleksandar Botev, W. M. C. Foulkes

* To appear at the 3rd NeurIPS Workshop on Machine Learning and Physical Science 

  Access Paper or Ask Questions

Disentangling by Subspace Diffusion

Jun 23, 2020
David Pfau, Irina Higgins, Aleksandar Botev, Sébastien Racanière

* 21 pages, 13 figures 

  Access Paper or Ask Questions

Ab-Initio Solution of the Many-Electron Schrödinger Equation with Deep Neural Networks

Sep 05, 2019
David Pfau, James S. Spencer, Alexander G. de G. Matthews, W. M. C. Foulkes


  Access Paper or Ask Questions

Towards a Definition of Disentangled Representations

Dec 05, 2018
Irina Higgins, David Amos, David Pfau, Sebastien Racaniere, Loic Matthey, Danilo Rezende, Alexander Lerchner


  Access Paper or Ask Questions

Spectral Inference Networks: Unifying Spectral Methods With Deep Learning

Jun 06, 2018
David Pfau, Stig Petersen, Ashish Agarwal, David Barrett, Kim Stachenfeld


  Access Paper or Ask Questions

Unrolled Generative Adversarial Networks

May 12, 2017
Luke Metz, Ben Poole, David Pfau, Jascha Sohl-Dickstein


  Access Paper or Ask Questions

Connecting Generative Adversarial Networks and Actor-Critic Methods

Jan 18, 2017
David Pfau, Oriol Vinyals

* Added comments on inverse reinforcement learning 

  Access Paper or Ask Questions

Learning to learn by gradient descent by gradient descent

Nov 30, 2016
Marcin Andrychowicz, Misha Denil, Sergio Gomez, Matthew W. Hoffman, David Pfau, Tom Schaul, Brendan Shillingford, Nando de Freitas


  Access Paper or Ask Questions

Convolution by Evolution: Differentiable Pattern Producing Networks

Jun 08, 2016
Chrisantha Fernando, Dylan Banarse, Malcolm Reynolds, Frederic Besse, David Pfau, Max Jaderberg, Marc Lanctot, Daan Wierstra


  Access Paper or Ask Questions