NIPS Proceedingsβ

Samy Bengio

17 Papers

  • An Online Sequence-to-Sequence Model Using Partial Conditioning (2016)
  • Can Active Memory Replace Attention? (2016)
  • Reward Augmented Maximum Likelihood for Neural Structured Prediction (2016)
  • Scheduled Sampling for Sequence Prediction with Recurrent Neural Networks (2015)
  • DeViSE: A Deep Visual-Semantic Embedding Model (2013)
  • Label Embedding Trees for Large Multi-Class Tasks (2010)
  • An Online Algorithm for Large Scale Image Similarity Learning (2009)
  • Group Sparse Coding (2009)
  • A Probabilistic Interpretation of SVMs with an Application to Unbalanced Classification (2005)
  • Benchmarking Non-Parametric Statistical Tests (2005)
  • Learning Influence among Interacting Markov Chains (2005)
  • An Asynchronous Hidden Markov Model for Audio-Visual Speech Recognition (2002)
  • A Parallel Mixture of SVMs for Very Large Scale Problems (2001)
  • New Approaches Towards Robust and Adaptive Speech Recognition (2000)
  • Modeling High-Dimensional Discrete Data with Multi-Layer Neural Networks (1999)
  • Shared Context Probabilistic Transducers (1997)
  • A Neural Network to Detect Homologies in Proteins (1989)