Wojciech Zaremba
4 papers in the PaperMetrix corpus
Papers by this author
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Domain Randomization for Transferring Deep Neural Networks from Simulation to the Real World
2017 · arXiv (Cornell University)
Bridging the 'reality gap' that separates simulated robotics from experiments on hardware could accelerate robotic research through improved data availability. This paper explores domain randomization, a simple technique for training models on simulated images that …
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Addressing the Rare Word Problem in Neural Machine Translation
2015
Thang Luong, Ilya Sutskever, Quoc Le, Oriol Vinyals, Wojciech Zaremba. Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing (Volume 1: Long …
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Sequence Level Training with Recurrent Neural Networks
2015 · arXiv (Cornell University)
Many natural language processing applications use language models to generate text. These models are typically trained to predict the next word in a sequence, given the previous words and some context such as an image. …
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Sequence Level Training with Recurrent Neural Networks
2016 · International Conference on Learning Representations
Abstract: Many natural language processing applications use language models to generate text. These models are typically trained to predict the next word in a sequence, given the previous words and some context such as an …