Jonathan Raiman | DeepAI

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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...

0 Rajarshi Roy, et al. ∙

∙ 11/23/2020

Generative Adversarial Simulator

Knowledge distillation between machine learning models has opened many n...

0 Jonathan Raiman, et al. ∙

∙ 12/13/2019

Long-Term Planning and Situational Awareness in OpenAI Five

Understanding how knowledge about the world is represented within model-...

0 Jonathan Raiman, et al. ∙

∙ 12/13/2019

Neural Network Surgery with Sets

The cost to train machine learning models has been increasing exponentia...

0 Jonathan Raiman, et al. ∙

∙ 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...

13 OpenAI, et al. ∙

∙ 02/03/2018

DeepType: Multilingual Entity Linking by Neural Type System Evolution

The wealth of structured (e.g. Wikidata) and unstructured data about the...

0 Jonathan Raiman, et al. ∙

∙ 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...

0 Wei Ping, et al. ∙

∙ 10/20/2017

Deep Voice 3: 2000-Speaker Neural Text-to-Speech

We present Deep Voice 3, a fully-convolutional attention-based neural te...

0 Wei Ping, et al. ∙

∙ 09/08/2017

Globally Normalized Reader

Rapid progress has been made towards question answering (QA) systems tha...

0 Jonathan Raiman, et al. ∙

∙ 05/24/2017

Deep Voice 2: Multi-Speaker Neural Text-to-Speech

We introduce a technique for augmenting neural text-to-speech (TTS) with...

0 Sercan Arik, et al. ∙

∙ 02/25/2017

Deep Voice: Real-time Neural Text-to-Speech

We present Deep Voice, a production-quality text-to-speech system constr...

0 Sercan O. Arik, et al. ∙

∙ 12/08/2015

Deep Speech 2: End-to-End Speech Recognition in English and Mandarin

We show that an end-to-end deep learning approach can be used to recogni...

0 Dario Amodei, et al. ∙

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