Xavier Glorot

发表

Joint Learning of Words and Meaning Representations for Open-Text Semantic Parsing

Jason Weston, Yoshua Bengio, Antoine Bordes, 2012, AISTATS.

Understanding the difficulty of training deep feedforward neural networks

Yoshua Bengio, Xavier Glorot, Xavier Glorot, 2010, AISTATS.

Theano: A Python framework for fast computation of mathematical expressions pdf

John Salvatier, Razvan Pascanu, Sina Honari, 2016, ArXiv.

Deep Sparse Rectifier Neural Networks

Yoshua Bengio, Antoine Bordes, Xavier Glorot, 2011, AISTATS.

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

Christopher Burgess, Shakir Mohamed, Matthew Botvinick, 2016, ICLR 2016.

Deep Learners Benefit More from Out-of-Distribution Examples

Razvan Pascanu, Yoshua Bengio, Dumitru Erhan, 2011, AISTATS.

Unsupervised and Transfer Learning Challenge: a Deep Learning Approach

Yoshua Bengio, Yann Dauphin, Aaron C. Courville, 2011, ICML Unsupervised and Transfer Learning.

Unsupervised and Transfer Learning under Uncertainty - From Object Detections to Scene Categorization

Pascal Vincent, Yoshua Bengio, Antoine Bordes, 2013, ICPRAM.

Contractive Auto-Encoders: Explicit Invariance During Feature Extraction

Pascal Vincent, Yoshua Bengio, Salah Rifai, 2011, ICML.

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

Jason Weston, Yoshua Bengio, Antoine Bordes, 2013, Machine Learning.

Domain Adaptation for Large-Scale Sentiment Classification: A Deep Learning Approach

Yoshua Bengio, Antoine Bordes, Xavier Glorot, 2011, ICML.

Higher Order Contractive Auto-Encoder

Pascal Vincent, Yoshua Bengio, Yann Dauphin, 2011, ECML/PKDD.

Adding noise to the input of a model trained with a regularized objective pdf

Pascal Vincent, Yoshua Bengio, Salah Rifai, 2011, ArXiv.

Large-Scale Learning of Embeddings with Reconstruction Sampling

Yoshua Bengio, Yann Dauphin, Xavier Glorot, 2011, ICML.

A Clinically Applicable Approach to Continuous Prediction of Future Acute Kidney Injury

Suman V. Ravuri, Jack W. Rae, Ivan V. Protsyuk, 2019, Nature.

Unsupervised Learning of Semantics of Object Detections for Scene Categorization

Pascal Vincent, Yoshua Bengio, Antoine Bordes, 2013, ICPRAM.

Learning to Prove from Synthetic Theorems pdf

Laurent Orseau, Doina Precup, Ankit Anand, 2020, ArXiv.

Learning representations of Logical Formulae using Graph Neural Networks

Xavier Glorot, Doina Precup, Pushmeet Kohli, 2019 .

Early Visual Concept Learning with Unsupervised Deep Learning pdf

Charles Blundell, Benigno Uria, Shakir Mohamed, 2016, ArXiv.

Sparse Rectifier Neural Networks

Xavier Glorot, Xavier Glorot, 2010 .

Developing Continuous Risk Models for Adverse Event Prediction in Electronic Health Records using Deep Learning

Suman V. Ravuri, Jack W. Rae, Thomas F. Osborne, 2020 .

Learning invariant features through local space contraction pdf

Pascal Vincent, Yoshua Bengio, Grégoire Mesnil, 2011, ArXiv.

Clinically applicable deep learning for diagnosis and referral in retinal disease

Geraint Rees, Demis Hassabis, Olaf Ronneberger, 2018, Nature Medicine.

Use of deep learning to develop continuous-risk models for adverse event prediction from electronic health records

Suman V. Ravuri, Jack W. Rae, Ivan V. Protsyuk, 2021, Nature Protocols.

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

Antoine Bordes, Xavier Glorot, J. Weston, 2013, Machine Learning.

Towards Open-Text Semantic Parsing via Multi-Task Learning of Structured Embeddings pdf

Jason Weston, Yoshua Bengio, Antoine Bordes, 2011, ArXiv.

Deep Self-Taught Learning for Handwritten Character Recognition pdf

Razvan Pascanu, Yoshua Bengio, Dumitru Erhan, 2010, ArXiv.

Understanding the difficulty of training deep feedforward neural networks

Xavier Glorot, Yoshua Bengio, 2010, AISTATS.

Unsupervised and Transfer Learning Challenge: a Deep Learning Approach

Xavier Glorot, J. Bergstra, Guillaume Desjardins, 2011, ICML Unsupervised and Transfer Learning.

SPE: Symmetrical Prompt Enhancement for Factual Knowledge Retrieval

Xavier Glorot, Rami Al-Rfou, Y. Bengio, 2021 .