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Pareto-Optimal Quantized ResNet Is Mostly 4-bit


May 07, 2021
AmirAli Abdolrashidi, Lisa Wang, Shivani Agrawal, Jonathan Malmaud, Oleg Rybakov, Chas Leichner, Lukasz Lew

* 8 pages. Accepted at the Efficient Deep Learning for Computer Vision Workshop at CVPR 2021 

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Bridging Information-Seeking Human Gaze and Machine Reading Comprehension


Oct 15, 2020
Jonathan Malmaud, Roger Levy, Yevgeni Berzak

* CoNLL 2020 

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STARC: Structured Annotations for Reading Comprehension


Apr 30, 2020
Yevgeni Berzak, Jonathan Malmaud, Roger Levy

* ACL 2020. OneStopQA dataset, STARC guidelines and human experiments data are available at https://github.com/berzak/onestop-qa 

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What's Cookin'? Interpreting Cooking Videos using Text, Speech and Vision


Mar 13, 2015
Jonathan Malmaud, Jonathan Huang, Vivek Rathod, Nick Johnston, Andrew Rabinovich, Kevin Murphy

* To appear in NAACL 2015 

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ClusterCluster: Parallel Markov Chain Monte Carlo for Dirichlet Process Mixtures


Apr 08, 2013
Dan Lovell, Jonathan Malmaud, Ryan P. Adams, Vikash K. Mansinghka

* 12 pages, 10 figures. Submitted to ICML 2013 during third submission cycle 

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