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Chiyuan Zhang(张驰原)

Research Scientist

Google Brain

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个人简介

I'm a research scientist at Google Brain. Before that, I got my PhD from CSAIL, MIT, working with Prof. Tomaso Poggio in the Center for Brains, Minds and Machines (CBMM).

I work on machine learning, deep learning and computational neuroscience. I'm especially interested in understanding the computational foundations of machine and human intelligence.

论文共 15 篇

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Identity Crisis: Memorization and Generalization under Extreme Overparameterization.

Chiyuan Zhang,Samy Bengio,Moritz Hardt,Yoram Singer

CoRR, (2019)

EI|引用|

Transfusion: Understanding Transfer Learning with Applications to Medical Imaging.

Maithra Raghu,Chiyuan Zhang,Jon M. Kleinberg,Samy Bengio

CoRR, (2019)

EI|引用|

A Study on Overfitting in Deep Reinforcement Learning.

Chiyuan Zhang,Oriol Vinyals,Rémi Munos,Samy Bengio

CoRR, (2018)

被引用次数：9|EI|引用|

Automated fault detection without seismic processing

Mauricio Araya-Polo,Taylor Dahlke,Taylor Dahlke,Charlie Frogner,Chiyuan Zhang,Tomaso Poggio,Detlef Hohl

Geophysics, no. 3 (2017): 208-214

被引用次数：29|引用

Training Deep Nets with Sublinear Memory Cost.

Tianqi Chen,Bing Xu,Chiyuan Zhang,Carlos Guestrin

CoRR, (2016)

被引用次数：41|EI|引用|

Understanding deep learning requires rethinking generalization.

Chiyuan Zhang,Samy Bengio,Moritz Hardt,Benjamin Recht,Oriol Vinyals

CoRR, (2016)

被引用次数：1010|EI|引用|

Discriminative template learning in group-convolutional networks for invariant speech representations.

Chiyuan Zhang,Stephen Voinea,Georgios Evangelopoulos,Lorenzo Rosasco,Tomaso A. Poggio

INTERSPEECH, pp.3229-3233, (2015)

被引用次数：7|EI|引用|

A deep representation for invariance and music classification

Chiyuan Zhang,Georgios Evangelopoulos,Stephen Voinea,Lorenzo Rosasco,Tomaso Poggio

ICASSP, (2014): 6984-6988

被引用次数：24|EIWOS|引用|

Phone classification by a hierarchy of invariant representation layers.

Chiyuan Zhang,Stephen Voinea,Georgios Evangelopoulos,Lorenzo Rosasco,Tomaso A. Poggio

INTERSPEECH, pp.2346-2350, (2014)

被引用次数：8|EI|引用|

Word-level invariant representations from acoustic waveforms.

Stephen Voinea,Chiyuan Zhang,Georgios Evangelopoulos,Lorenzo Rosasco,Tomaso Poggio

INTERSPEECH, pp.2385-2389, (2014)

被引用次数：13|EI|引用|

Machine-learning Based Automated Fault Detection in Seismic Traces ∗

Chiyuan Zhang,Charlie Frogner,Mauricio Arayapolo,Detlef Hohl

(2014)

引用

Image Compression by Learning to Minimize the Total Error

Chiyuan Zhang,Xiaofei He

IEEE Trans. Circuits Syst. Video Techn., no. 4 (2013): 565-576

被引用次数：20|EIWOSSCOPUS|引用|

A Variance Minimization Criterion to Feature Selection using Laplacian Regularization.

Xiaofei He,Ming Ji,Chiyuan Zhang,Hujun Bao

IEEE Trans. Pattern Anal. Mach. Intell., no. 10 (2011)

被引用次数：67|WOSEISCOPUS|引用|

Semi-supervised Regression via Parallel Field Regularization.

Binbin Lin,Chiyuan Zhang,Xiaofei He

NIPS, no. null (2011): 433-441

被引用次数：20|WOSSCOPUSEI|引用|

Unsupervised feature selection for multi-cluster data

Deng Cai,Chiyuan Zhang,Xiaofei He

KDD, pp.333-342, (2010)

被引用次数：597|EIWOSSCOPUS|引用|

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