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

Chrome logo Add to Chrome

Firefox logo Add to Firefox

Picture for Neil C. Rabinowitz

Meta-learners' learning dynamics are unlike learners'


May 03, 2019
Neil C. Rabinowitz

* 26 pages, 23 figures 

  Access Paper or Ask Questions

Relational Forward Models for Multi-Agent Learning


Sep 28, 2018
Andrea Tacchetti, H. Francis Song, Pedro A. M. Mediano, Vinicius Zambaldi, Neil C. Rabinowitz, Thore Graepel, Matthew Botvinick, Peter W. Battaglia


  Access Paper or Ask Questions

Human-level performance in first-person multiplayer games with population-based deep reinforcement learning


Jul 03, 2018
Max Jaderberg, Wojciech M. Czarnecki, Iain Dunning, Luke Marris, Guy Lever, Antonio Garcia Castaneda, Charles Beattie, Neil C. Rabinowitz, Ari S. Morcos, Avraham Ruderman, Nicolas Sonnerat, Tim Green, Louise Deason, Joel Z. Leibo, David Silver, Demis Hassabis, Koray Kavukcuoglu, Thore Graepel


  Access Paper or Ask Questions

Pooling is neither necessary nor sufficient for appropriate deformation stability in CNNs


May 25, 2018
Avraham Ruderman, Neil C. Rabinowitz, Ari S. Morcos, Daniel Zoran

* NIPS 2018 submission 

  Access Paper or Ask Questions

On the importance of single directions for generalization


May 22, 2018
Ari S. Morcos, David G. T. Barrett, Neil C. Rabinowitz, Matthew Botvinick

* ICLR 2018 conference paper; added additional methodological details 

  Access Paper or Ask Questions

Machine Theory of Mind


Mar 12, 2018
Neil C. Rabinowitz, Frank Perbet, H. Francis Song, Chiyuan Zhang, S. M. Ali Eslami, Matthew Botvinick

* 21 pages, 15 figures 

  Access Paper or Ask Questions

Progressive Neural Networks


Sep 07, 2016
Andrei A. Rusu, Neil C. Rabinowitz, Guillaume Desjardins, Hubert Soyer, James Kirkpatrick, Koray Kavukcuoglu, Razvan Pascanu, Raia Hadsell


  Access Paper or Ask Questions

A model of sensory neural responses in the presence of unknown modulatory inputs


Jul 07, 2015
Neil C. Rabinowitz, Robbe L. T. Goris, Johannes Ballé, Eero P. Simoncelli

* 9 pages, 5 figures. minor changes since v1: added extra references, connections to previous models, links to GLMs, complexity measures 

  Access Paper or Ask Questions

The local low-dimensionality of natural images


Mar 24, 2015
Olivier J. Hénaff, Johannes Ballé, Neil C. Rabinowitz, Eero P. Simoncelli

* Published as conference paper at ICLR 2015 

  Access Paper or Ask Questions