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DiffWave: A Versatile Diffusion Model for Audio Synthesis

Sep 21, 2020
Zhifeng Kong, Wei Ping, Jiaji Huang, Kexin Zhao, Bryan Catanzaro


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Long-tail Visual Relationship Recognition with a Visiolinguistic Hubless Loss

Apr 20, 2020
Sherif Abdelkarim, Panos Achlioptas, Jiaji Huang, Boyang Li, Kenneth Church, Mohamed Elhoseiny


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Language Modeling at Scale

Oct 23, 2018
Mostofa Patwary, Milind Chabbi, Heewoo Jun, Jiaji Huang, Gregory Diamos, Kenneth Church


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Large Margin Neural Language Model

Aug 27, 2018
Jiaji Huang, Yi Li, Wei Ping, Liang Huang

* 9 pages. Accepted as a long paper in EMNLP2018 

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Topic Compositional Neural Language Model

Feb 26, 2018
Wenlin Wang, Zhe Gan, Wenqi Wang, Dinghan Shen, Jiaji Huang, Wei Ping, Sanjeev Satheesh, Lawrence Carin

* To appear in AISTATS 2018, updated version 

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LDMNet: Low Dimensional Manifold Regularized Neural Networks

Nov 16, 2017
Wei Zhu, Qiang Qiu, Jiaji Huang, Robert Calderbank, Guillermo Sapiro, Ingrid Daubechies


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Reducing Bias in Production Speech Models

May 11, 2017
Eric Battenberg, Rewon Child, Adam Coates, Christopher Fougner, Yashesh Gaur, Jiaji Huang, Heewoo Jun, Ajay Kannan, Markus Kliegl, Atul Kumar, Hairong Liu, Vinay Rao, Sanjeev Satheesh, David Seetapun, Anuroop Sriram, Zhenyao Zhu


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Active Learning for Speech Recognition: the Power of Gradients

Dec 10, 2016
Jiaji Huang, Rewon Child, Vinay Rao, Hairong Liu, Sanjeev Satheesh, Adam Coates

* published as a workshop paper at NIPS 2016 

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GraphConnect: A Regularization Framework for Neural Networks

Jan 27, 2016
Jiaji Huang, Qiang Qiu, Robert Calderbank, Guillermo Sapiro

* Theorems need more validation 

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Geometry-aware Deep Transform

Oct 18, 2015
Jiaji Huang, Qiang Qiu, Robert Calderbank, Guillermo Sapiro

* to appear in ICCV2015, updated with minor revision 

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The Role of Principal Angles in Subspace Classification

Jul 15, 2015
Jiaji Huang, Qiang Qiu, Robert Calderbank


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Changepoint detection for high-dimensional time series with missing data

Dec 07, 2012
Yao Xie, Jiaji Huang, Rebecca Willett


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