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05/14/2022
PrefixRL: Optimization of Parallel Prefix Circuits using Deep Reinforcement Learning
In this work, we present a reinforcement learning (RL) based approach to...
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11/23/2020
Generative Adversarial Simulator
Knowledge distillation between machine learning models has opened many n...
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12/13/2019
Long-Term Planning and Situational Awareness in OpenAI Five
Understanding how knowledge about the world is represented within model-...
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12/13/2019
Neural Network Surgery with Sets
The cost to train machine learning models has been increasing exponentia...
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12/13/2019
Dota 2 with Large Scale Deep Reinforcement Learning
On April 13th, 2019, OpenAI Five became the first AI system to defeat th...
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02/03/2018
DeepType: Multilingual Entity Linking by Neural Type System Evolution
The wealth of structured (e.g. Wikidata) and unstructured data about the...
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10/20/2017
Deep Voice 3: Scaling Text-to-Speech with Convolutional Sequence Learning
We present Deep Voice 3, a fully-convolutional attention-based neural te...
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10/20/2017
Deep Voice 3: 2000-Speaker Neural Text-to-Speech
We present Deep Voice 3, a fully-convolutional attention-based neural te...
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09/08/2017
Globally Normalized Reader
Rapid progress has been made towards question answering (QA) systems tha...
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05/24/2017
Deep Voice 2: Multi-Speaker Neural Text-to-Speech
We introduce a technique for augmenting neural text-to-speech (TTS) with...
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02/25/2017
Deep Voice: Real-time Neural Text-to-Speech
We present Deep Voice, a production-quality text-to-speech system constr...
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12/08/2015