Recurrent Neural Networks

Semi-supervised Sequence Learning NeurIPS 2015 Weakly-supervised Disentangling with Recurrent Transformations for 3D View Synthesis NeurIPS 2015 Deep Recursive Neural Networks for Compositionality in Language NeurIPS 2014 Global Belief Recursive Neural Networks NeurIPS 2014 Learning to Discover Efficient Mathematical Identities NeurIPS 2014 Modeling Deep Temporal Dependencies with Recurrent Grammar Cells"" NeurIPS 2014 Pre-training of Recurrent Neural Networks via Linear Autoencoders NeurIPS 2014 Recurrent Models of Visual Attention NeurIPS 2014 Recursive Context Propagation Network for Semantic Scene Labeling NeurIPS 2014 Sequence to Sequence Learning with Neural Networks NeurIPS 2014 Unsupervised learning of an efficient short-term memory network NeurIPS 2014 Recurrent networks of coupled Winner-Take-All oscillators for solving constraint satisfaction problems NeurIPS 2013 Training and Analysing Deep Recurrent Neural Networks NeurIPS 2013 Analog readout for optical reservoir computers NeurIPS 2012 Learning visual motion in recurrent neural networks NeurIPS 2012 Practical Variational Inference for Neural Networks NeurIPS 2011 Sequence learning with hidden units in spiking neural networks NeurIPS 2011 A Log-Domain Implementation of the Diffusion Network in Very Large Scale Integration NeurIPS 2010 Over-complete representations on recurrent neural networks can support persistent percepts NeurIPS 2010 Phoneme Recognition with Large Hierarchical Reservoirs NeurIPS 2010 Short-term memory in neuronal networks through dynamical compressed sensing NeurIPS 2010 Offline Handwriting Recognition with Multidimensional Recurrent Neural Networks NeurIPS 2008 On Computational Power and the Order-Chaos Phase Transition in Reservoir Computing NeurIPS 2008 Unconstrained On-line Handwriting Recognition with Recurrent Neural Networks NeurIPS 2007 A Scalable Machine Learning Approach to Go NeurIPS 2006