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12/19/2022
A Natural Bias for Language Generation Models
After just a few hundred training updates, a standard probabilistic mode...
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03/10/2022
Internet-augmented language models through few-shot prompting for open-domain question answering
In this work, we aim to capitalize on the unique few-shot capabilities o...
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02/23/2022
Enabling arbitrary translation objectives with Adaptive Tree Search
We introduce an adaptive tree search algorithm, that can find high-scori...
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10/01/2019
Putting Machine Translation in Context with the Noisy Channel Model
We show that Bayes' rule provides a compelling mechanism for controlling...
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11/19/2018
Adversarial Autoencoders for Generating 3D Point Clouds
Deep generative architectures provide a way to model not only images, bu...
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06/21/2018
Fashion-Gen: The Generative Fashion Dataset and Challenge
We introduce a new dataset of 293,008 high definition (1360 x 1360 pixel...
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08/09/2017
Speaker Diarization using Deep Recurrent Convolutional Neural Networks for Speaker Embeddings
In this paper we propose a new method of speaker diarization that employ...
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07/21/2017