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Whitening and second order optimization both destroy information about the dataset, and can make generalization impossible


Aug 25, 2020
Neha S. Wadia, Daniel Duckworth, Samuel S. Schoenholz, Ethan Dyer, Jascha Sohl-Dickstein

* 15+7 pages, 7 figures; added references, edited model descriptions for clarity, results unchanged 

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NeRF in the Wild: Neural Radiance Fields for Unconstrained Photo Collections


Aug 13, 2020
Ricardo Martin-Brualla, Noha Radwan, Mehdi S. M. Sajjadi, Jonathan T. Barron, Alexey Dosovitskiy, Daniel Duckworth

* Project website: https://nerf-w.github.io. Ricardo Martin-Brualla, Noha Radwan, and Mehdi S. M. Sajjadi contributed equally to this work. Updated affiliations 

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Trading Off Diversity and Quality in Natural Language Generation


Apr 22, 2020
Hugh Zhang, Daniel Duckworth, Daphne Ippolito, Arvind Neelakantan


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Human and Automatic Detection of Generated Text


Nov 02, 2019
Daphne Ippolito, Daniel Duckworth, Chris Callison-Burch, Douglas Eck


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Neural Assistant: Joint Action Prediction, Response Generation, and Latent Knowledge Reasoning


Oct 31, 2019
Arvind Neelakantan, Semih Yavuz, Sharan Narang, Vishaal Prasad, Ben Goodrich, Daniel Duckworth, Chinnadhurai Sankar, Xifeng Yan


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Taskmaster-1: Toward a Realistic and Diverse Dialog Dataset


Sep 01, 2019
Bill Byrne, Karthik Krishnamoorthi, Chinnadhurai Sankar, Arvind Neelakantan, Daniel Duckworth, Semih Yavuz, Ben Goodrich, Amit Dubey, Andy Cedilnik, Kyu-Young Kim

* To appear at EMNLP 2019 

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Parallel Scheduled Sampling


Jun 11, 2019
Daniel Duckworth, Arvind Neelakantan, Ben Goodrich, Lukasz Kaiser, Samy Bengio

* Initial submission 

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Stochastic natural gradient descent draws posterior samples in function space


Oct 16, 2018
Samuel L. Smith, Daniel Duckworth, Semon Rezchikov, Quoc V. Le, Jascha Sohl-Dickstein

* 11 pages, 6 figures 

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The Importance of Generation Order in Language Modeling


Aug 23, 2018
Nicolas Ford, Daniel Duckworth, Mohammad Norouzi, George E. Dahl


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