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Xavier Glorot | Researchclopedia

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Xavier Glorot

Google (United States)ORCID

29

Works

29,526

Citations

18

h-index

20

i10-index

Research Topics

Topic Modeling Generative Adversarial Networks and Image Synthesis Natural Language Processing Techniques

Affiliations

Google (United States)2017–2021

Google DeepMind (United Kingdom)2018–2021

Computer Research Institute of Montréal2012–2013

Département d'Informatique2011–2013

Université de Montréal2010–2014

Top Works

Understanding the difficulty of training deep feedforward neural networks

Xavier Glorot,Yoshua Bengio

201012,636 citations

Domain Adaptation and Few-Shot Learning

Neural Networks and Applications

Deep Sparse Rectifier Neural Networks

Xavier Glorot,Antoine Bordes,et al.

20125,408 citations

beta-VAE: Learning Basic Visual Concepts with a Constrained Variational Framework

Irina Higgins,Löıc Matthey,et al.

20173,086 citations

Clinically applicable deep learning for diagnosis and referral in retinal disease

Jeffrey De Fauw,Joseph R. Ledsam,et al.

20182,519 citations

Domain adaptation for large-scale sentiment classification: A deep learning approach

Xavier Glorot,Antoine Bordes,et al.

20111,563 citations

Contractive Auto-Encoders: Explicit Invariance During Feature Extraction

Salah Rifai,Pascal Vincent,et al.

20111,133 citations

A clinically applicable approach to continuous prediction of future acute kidney injury

Nenad Tomašev,Xavier Glorot,et al.

20191,064 citations

A semantic matching energy function for learning with multi-relational data

Antoine Bordes,Xavier Glorot,et al.

2013682 citations

Higher Order Contractive Auto-Encoder

Salah Rifai,Grégoire Mesnil,et al.

2011377 citations