Nate Kushman

According to our database, Nate Kushman authored at least 29 papers between 2007 and 2022.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2022

Solving math word problems with process- and outcome-based feedback.

Jonathan Uesato, Nate Kushman, Ramana Kumar, H. Francis Song, Noah Y. Siegel, Lisa Wang, Antonia Creswell, Geoffrey Irving, Irina Higgins

CoRR, 2022

Competition-Level Code Generation with AlphaCode.

Yujia Li, David H. Choi, Junyoung Chung, Nate Kushman, Julian Schrittwieser, Rémi Leblond, Tom Eccles, James Keeling, Felix Gimeno, Agustin Dal Lago, Thomas Hubert, Peter Choy, Cyprien de Masson d'Autume, Igor Babuschkin, Xinyun Chen, Po-Sen Huang, Johannes Welbl, Sven Gowal, Alexey Cherepanov, James Molloy, Daniel J. Mankowitz, Esme Sutherland Robson, Pushmeet Kohli, Nando de Freitas, Koray Kavukcuoglu, Oriol Vinyals

CoRR, 2022

2020

Interpreting Spatially Infinite Generative Models.

Chaochao Lu, Richard E. Turner, Yingzhen Li, Nate Kushman

CoRR, 2020

Inverse Graphics GAN: Learning to Generate 3D Shapes from Unstructured 2D Data.

Sebastian Lunz, Yingzhen Li, Andrew W. Fitzgibbon, Nate Kushman

CoRR, 2020

Learning Robust Representations via Multi-View Information Bottleneck.

Marco Federici, Anjan Dutta, Patrick Forré, Nate Kushman, Zeynep Akata

Proceedings of the 8th International Conference on Learning Representations, 2020

2019

Inverting Supervised Representations with Autoregressive Neural Density Models.

Charlie Nash, Nate Kushman, Christopher K. I. Williams

Proceedings of the 22nd International Conference on Artificial Intelligence and Statistics, 2019

2018

Generative Adversarial Examples.

Yang Song, Rui Shu, Nate Kushman, Stefano Ermon

CoRR, 2018

Constructing Unrestricted Adversarial Examples with Generative Models.

Yang Song, Rui Shu, Nate Kushman, Stefano Ermon

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

PixelDefend: Leveraging Generative Models to Understand and Defend against Adversarial Examples.

Yang Song, Taesup Kim, Sebastian Nowozin, Stefano Ermon, Nate Kushman

Proceedings of the 6th International Conference on Learning Representations, 2018

Understanding the Rational Speech Act model.

Arianna Yuan, Will Monroe, Yu Bai, Nate Kushman

Proceedings of the 40th Annual Meeting of the Cognitive Science Society, 2018

2017

Differentiable Programs with Neural Libraries.

Alexander L. Gaunt, Marc Brockschmidt, Nate Kushman, Daniel Tarlow

Proceedings of the 34th International Conference on Machine Learning, 2017

Neural Program Lattices.

Chengtao Li, Daniel Tarlow, Alexander L. Gaunt, Marc Brockschmidt, Nate Kushman

Proceedings of the 5th International Conference on Learning Representations, 2017

Lifelong Perceptual Programming By Example.

Alexander L. Gaunt, Marc Brockschmidt, Nate Kushman, Daniel Tarlow

Proceedings of the 5th International Conference on Learning Representations, 2017

2016

A Deep Learning Approach for Joint Video Frame and Reward Prediction in Atari Games.

Felix Leibfried, Nate Kushman, Katja Hofmann

CoRR, 2016

Summary - TerpreT: A Probabilistic Programming Language for Program Induction.

Alexander L. Gaunt, Marc Brockschmidt, Rishabh Singh, Nate Kushman, Pushmeet Kohli, Jonathan Taylor, Daniel Tarlow

CoRR, 2016

TerpreT: A Probabilistic Programming Language for Program Induction.

Alexander L. Gaunt, Marc Brockschmidt, Rishabh Singh, Nate Kushman, Pushmeet Kohli, Jonathan Taylor, Daniel Tarlow

CoRR, 2016

MAWPS: A Math Word Problem Repository.

Rik Koncel-Kedziorski, Subhro Roy, Aida Amini, Nate Kushman, Hannaneh Hajishirzi

Proceedings of the NAACL HLT 2016, 2016

Neural Generation of Regular Expressions from Natural Language with Minimal Domain Knowledge.

Nicholas Locascio, Karthik Narasimhan, Eduardo DeLeon, Nate Kushman, Regina Barzilay

Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing, 2016

2015

Generating computer programs from natural language descriptions.

Nate Kushman

PhD thesis, 2015

2014

Learning to Solve Arithmetic Word Problems with Verb Categorization.

Mohammad Javad Hosseini, Hannaneh Hajishirzi, Oren Etzioni, Nate Kushman

Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing, 2014

Learning to Automatically Solve Algebra Word Problems.

Nate Kushman, Luke Zettlemoyer, Regina Barzilay, Yoav Artzi

Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics, 2014

2013

Using Semantic Unification to Generate Regular Expressions from Natural Language.

Nate Kushman, Regina Barzilay

Proceedings of the Human Language Technologies: Conference of the North American Chapter of the Association of Computational Linguistics, 2013

2012

Learning High-Level Planning from Text.

S. R. K. Branavan, Nate Kushman, Tao Lei, Regina Barzilay

Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference, July 8-14, 2012, Jeju Island, Korea, 2012

2010

Enabling Configuration-Independent Automation by Non-Expert Users.

Nate Kushman, Dina Katabi

Proceedings of the 9th USENIX Symposium on Operating Systems Design and Implementation, 2010

2009

WikiDo.

Nate Kushman, Micah Z. Brodsky, S. R. K. Branavan, Dina Katabi, Regina Barzilay, Martin C. Rinard

Proceedings of the Eight ACM Workshop on Hot Topics in Networks (HotNets-VIII), 2009

2008

Learning to share: narrowband-friendly wideband networks.

Hariharan Rahul, Nate Kushman, Dina Katabi, Charles G. Sodini, Farinaz Edalat

Proceedings of the ACM SIGCOMM 2008 Conference on Applications, 2008

ZipTx: exploiting the gap between bit errors and packet loss.

Kate Ching-Ju Lin, Nate Kushman, Dina Katabi

Proceedings of the 14th Annual International Conference on Mobile Computing and Networking, 2008

2007

Can you hear me now?!: it must be BGP.

Nate Kushman, Srikanth Kandula, Dina Katabi

Comput. Commun. Rev., 2007

R-BGP: Staying Connected in a Connected World.

Nate Kushman, Srikanth Kandula, Dina Katabi, Bruce M. Maggs

Proceedings of the 4th Symposium on Networked Systems Design and Implementation (NSDI 2007), 2007