Lista de obras - Samy Bengio - Dominio Público Uruguay

A Neural Network to Detect Homologies in Proteins ⬇️

artículo científico publicado en 1990

A Parallel Mixture of SVMs for Very Large Scale Problems ⬇️

A Probabilistic Interpretation of SVMs with an Application to Unbalanced Classification ⬇️

artículo científico publicado en 2006

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

artículo científico publicado en 2008

A parallel mixture of SVMs for very large scale problems

artículo científico publicado en 2002

An Asynchronous Hidden Markov Model for Audio-Visual Speech Recognition ⬇️

artículo científico publicado en 2003

An Online Algorithm for Large Scale Image Similarity Learning ⬇️

artículo científico publicado en 2009

An Online Sequence-to-Sequence Model Using Partial Conditioning ⬇️

artículo científico publicado en 2016

Automatic analysis of multimodal group actions in meetings

artículo científico publicado en 2005

Benchmarking Non-Parametric Statistical Tests ⬇️

artículo científico publicado en 2006

Can Active Memory Replace Attention? ⬇️

artículo científico publicado en 2016

Conditional Gaussian mixture models for environmental risk mapping

Content preserving text generation with attribute controls ⬇️

DeViSE: a deep visual-semantic embedding model ⬇️

artículo científico publicado en 2013

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

artículo científico publicado en 2004

Generating Sentences from a Continuous Space ⬇️

Generating a playlist

US patent 11461388

Group Sparse Coding ⬇️

artículo científico publicado en 2009

Guest Editors' Introduction: Special Section on Learning Deep Architectures ⬇️

artículo científico publicado el 1 de agosto de 2013

Insights on representational similarity in neural networks with canonical correlation ⬇️

Label Embedding Trees for Large Multi-Class Tasks ⬇️

artículo científico publicado en 2010

Large Margin Deep Networks for Classification ⬇️

article published in 2018

Learning Influence among Interacting Markov Chains ⬇️

artículo científico publicado en 2006

Memory Based Trajectory-conditioned Policies for Learning from Sparse Rewards ⬇️

artículo científico publicado en 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 ⬇️

artículo científico publicado en 2001

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

artículo científico publicado en 2004

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

artículo científico publicado en 2013

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

artículo científico publicado en 2007

Phoneme and Sentence-Level Ensembles for Speech Recognition

article

Reward Augmented Maximum Likelihood for Neural Structured Prediction ⬇️

artículo científico publicado en 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

artículos científicos

Shared Context Probabilistic Transducers ⬇️

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

artículo científico publicado en 2016

Show and tell: A neural image caption generator

Sound retrieval and ranking using sparse auditory representations

artículo científico publicado en 2010

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

artículos científicos

Tacotron: Towards End-to-End Speech Synthesis ⬇️

artículo científico publicado en 2017

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

artículo científico publicado en 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

Lista de obras de Samy Bengio

A Neural Network to Detect Homologies in Proteins ⬇️

A Parallel Mixture of SVMs for Very Large Scale Problems ⬇️

A Probabilistic Interpretation of SVMs with an Application to Unbalanced Classification ⬇️

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

A parallel mixture of SVMs for very large scale problems

An Asynchronous Hidden Markov Model for Audio-Visual Speech Recognition ⬇️

An Online Algorithm for Large Scale Image Similarity Learning ⬇️

An Online Sequence-to-Sequence Model Using Partial Conditioning ⬇️

Automatic analysis of multimodal group actions in meetings

Benchmarking Non-Parametric Statistical Tests ⬇️

Can Active Memory Replace Attention? ⬇️

Conditional Gaussian mixture models for environmental risk mapping

Content preserving text generation with attribute controls ⬇️

DeViSE: a deep visual-semantic embedding model ⬇️

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

Generating Sentences from a Continuous Space ⬇️

Generating a playlist

Group Sparse Coding ⬇️

Guest Editors' Introduction: Special Section on Learning Deep Architectures ⬇️

Insights on representational similarity in neural networks with canonical correlation ⬇️

Label Embedding Trees for Large Multi-Class Tasks ⬇️

Large Margin Deep Networks for Classification ⬇️

Learning Influence among Interacting Markov Chains ⬇️

Memory Based Trajectory-conditioned Policies for Learning from Sparse Rewards ⬇️

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

New Approaches Towards Robust and Adaptive Speech Recognition ⬇️

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

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

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

Phoneme and Sentence-Level Ensembles for Speech Recognition

Reward Augmented Maximum Likelihood for Neural Structured Prediction ⬇️

Scheduled Sampling for Sequence Prediction with Recurrent Neural Networks ⬇️

Secure implementation of identification systems

Shared Context Probabilistic Transducers ⬇️

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

Show and tell: A neural image caption generator

Sound retrieval and ranking using sparse auditory representations

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

Tacotron: Towards End-to-End Speech Synthesis ⬇️

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

Transfusion: Understanding Transfer Learning for Medical Imaging ⬇️

Understanding deep learning (still) requires rethinking generalization

WSABIE: scaling up to large vocabulary image annotation ⬇️

Writer Identification for Smart Meeting Room Systems