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Towards Unconstrained End-to-End Text Spotting

Aug 24, 2019
Siyang Qin, Alessandro Bissacco, Michalis Raptis, Yasuhisa Fujii, Ying Xiao

* Accepted to ICCV 2019 as oral presentation 

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An Investigation into Neural Net Optimization via Hessian Eigenvalue Density

Jan 29, 2019
Behrooz Ghorbani, Shankar Krishnan, Ying Xiao

* 21 pages, 19 figures 

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Deep Convolutional Neural Networks for Imaging Data Based Survival Analysis of Rectal Cancer

Jan 05, 2019
Hongming Li, Pamela Boimel, James Janopaul-Naylor, Haoyu Zhong, Ying Xiao, Edgar Ben-Josef, Yong Fan

* Accepted by ISBI 2019 

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Towards End-to-End Prosody Transfer for Expressive Speech Synthesis with Tacotron

Mar 24, 2018
RJ Skerry-Ryan, Eric Battenberg, Ying Xiao, Yuxuan Wang, Daisy Stanton, Joel Shor, Ron J. Weiss, Rob Clark, Rif A. Saurous


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Style Tokens: Unsupervised Style Modeling, Control and Transfer in End-to-End Speech Synthesis

Mar 23, 2018
Yuxuan Wang, Daisy Stanton, Yu Zhang, RJ Skerry-Ryan, Eric Battenberg, Joel Shor, Ying Xiao, Fei Ren, Ye Jia, Rif A. Saurous


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Neumann Optimizer: A Practical Optimization Algorithm for Deep Neural Networks

Dec 08, 2017
Shankar Krishnan, Ying Xiao, Rif A. Saurous


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Uncovering Latent Style Factors for Expressive Speech Synthesis

Nov 01, 2017
Yuxuan Wang, RJ Skerry-Ryan, Ying Xiao, Daisy Stanton, Joel Shor, Eric Battenberg, Rob Clark, Rif A. Saurous

* Submitted to NIPS ML4Audio workshop and ICASSP 

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Tacotron: Towards End-to-End Speech Synthesis

Apr 06, 2017
Yuxuan Wang, RJ Skerry-Ryan, Daisy Stanton, Yonghui Wu, Ron J. Weiss, Navdeep Jaitly, Zongheng Yang, Ying Xiao, Zhifeng Chen, Samy Bengio, Quoc Le, Yannis Agiomyrgiannakis, Rob Clark, Rif A. Saurous

* Submitted to Interspeech 2017. v2 changed paper title to be consistent with our conference submission (no content change other than typo fixes) 

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Max vs Min: Tensor Decomposition and ICA with nearly Linear Sample Complexity

Jun 19, 2015
Santosh S. Vempala, Ying Xiao


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Fourier PCA and Robust Tensor Decomposition

Jun 27, 2014
Navin Goyal, Santosh Vempala, Ying Xiao

* Extensively revised; details added; minor errors corrected; exposition improved 

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Compact Random Feature Maps

Dec 17, 2013
Raffay Hamid, Ying Xiao, Alex Gittens, Dennis DeCoste

* 9 pages 

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