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List of works by Samy Bengio

A Neural Network to Detect Homologies in Proteins

scientific article published in January 1990

A Parallel Mixture of SVMs for Very Large Scale Problems

A Probabilistic Interpretation of SVMs with an Application to Unbalanced Classification

scientific article published in January 2006

A discriminative kernel-based approach to rank images from text queries

scientific article published in August 2008

A parallel mixture of SVMs for very large scale problems

scientific article published in May 2002

An Asynchronous Hidden Markov Model for Audio-Visual Speech Recognition

scientific article published in January 2003

An Online Algorithm for Large Scale Image Similarity Learning

scientific article published in January 2009

An Online Sequence-to-Sequence Model Using Partial Conditioning

scientific article published in January 2016

Automatic analysis of multimodal group actions in meetings

scientific article published in March 2005

Benchmarking Non-Parametric Statistical Tests

scientific article published in January 2006

Can Active Memory Replace Attention?

scientific article published in January 2016

Conditional Gaussian mixture models for environmental risk mapping

Content preserving text generation with attribute controls

DeViSE: a deep visual-semantic embedding model

scientific article published in December 2013

Evaluation of formant-like features on an automatic vowel classification task

scientific article published in September 2004

Generating Sentences from a Continuous Space

Generating a playlist

US patent 11461388

Group Sparse Coding

scientific article published in January 2009

Guest editors' introduction: special section on learning deep architectures

scientific article published in August 2013

Insights on representational similarity in neural networks with canonical correlation

Label Embedding Trees for Large Multi-Class Tasks

scientific article published in January 2010

Large Margin Deep Networks for Classification

article published in 2018

Learning Influence among Interacting Markov Chains

scientific article published in January 2006

Memory Based Trajectory-conditioned Policies for Learning from Sparse Rewards

scientific article published in November 2020

Modeling High-Dimensional Discrete Data with Multi-Layer Neural Networks

scholarly article by Yoshua Bengio & Samy Bengio published 2000 in Advances in Neural Information Processing Systems 12

New Approaches Towards Robust and Adaptive Speech Recognition

scientific article published in January 2001

Offline recognition of unconstrained handwritten texts using HMMs and statistical language models

scientific article published in June 2004

PRIME: probabilistic initial 3D model generation for single-particle cryo-electron microscopy

scientific article published on August 2013

Performance generalization in biometric authentication using joint user-specific and sample bootstraps

scientific article published in March 2007

Phoneme and Sentence-Level Ensembles for Speech Recognition

article

Reward Augmented Maximum Likelihood for Neural Structured Prediction

scientific article published in January 2016

Scheduled Sampling for Sequence Prediction with Recurrent Neural Networks

scholarly article by Samy Bengio et al published 2015 in Advances in Neural Information Processing Systems 28

Secure implementation of identification systems

scientific article published in January 1991

Shared Context Probabilistic Transducers

Show and Tell: Lessons Learned from the 2015 MSCOCO Image Captioning Challenge

scientific article published on 07 July 2016

Show and tell: A neural image caption generator

Sound retrieval and ranking using sparse auditory representations

scientific article published on 01 September 2010

Special Uses and Abuses of the Fiat-Shamir Passport Protocol (extended abstract)

scientific article published in 1987

Tacotron: Towards End-to-End Speech Synthesis

scientific article published on 29 March 2017

Taking on the curse of dimensionality in joint distributions using neural networks

scientific article published on 01 January 2000

Transfusion: Understanding Transfer Learning for Medical Imaging

scholarly article by Maithra Raghu et al published 2019 in Advances in Neural Information Processing Systems 32

Understanding deep learning (still) requires rethinking generalization

scientific article published in March 2021

WSABIE: scaling up to large vocabulary image annotation

scientific article published in July 2011

Writer Identification for Smart Meeting Room Systems