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Marc'Aurelio Ranzato

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Task-Driven Modular Networks for Zero-Shot Compositional Learning

May 15, 2019
Senthil Purushwalkam, Maximilian Nickel, Abhinav Gupta, Marc'Aurelio Ranzato

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Continual Learning with Tiny Episodic Memories

Mar 20, 2019
Arslan Chaudhry, Marcus Rohrbach, Mohamed Elhoseiny, Thalaiyasingam Ajanthan, Puneet K. Dokania, Philip H. S. Torr, Marc'Aurelio Ranzato

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Mixture Models for Diverse Machine Translation: Tricks of the Trade

Feb 20, 2019
Tianxiao Shen, Myle Ott, Michael Auli, Marc'Aurelio Ranzato

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Two New Evaluation Datasets for Low-Resource Machine Translation: Nepali-English and Sinhala-English

Feb 04, 2019
Francisco Guzmán, Peng-Jen Chen, Myle Ott, Juan Pino, Guillaume Lample, Philipp Koehn, Vishrav Chaudhary, Marc'Aurelio Ranzato

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Efficient Lifelong Learning with A-GEM

Jan 09, 2019
Arslan Chaudhry, Marc'Aurelio Ranzato, Marcus Rohrbach, Mohamed Elhoseiny

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Multiple-Attribute Text Style Transfer

Nov 01, 2018
Sandeep Subramanian, Guillaume Lample, Eric Michael Smith, Ludovic Denoyer, Marc'Aurelio Ranzato, Y-Lan Boureau

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Lightweight Adaptive Mixture of Neural and N-gram Language Models

Oct 26, 2018
Anton Bakhtin, Arthur Szlam, Marc'Aurelio Ranzato, Edouard Grave

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Classical Structured Prediction Losses for Sequence to Sequence Learning

Oct 05, 2018
Sergey Edunov, Myle Ott, Michael Auli, David Grangier, Marc'Aurelio Ranzato

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Phrase-Based & Neural Unsupervised Machine Translation

Aug 13, 2018
Guillaume Lample, Myle Ott, Alexis Conneau, Ludovic Denoyer, Marc'Aurelio Ranzato

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