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recurrent neural network

1,907 papers

RNN

Papers

Scheduled Sampling for Sequence Prediction with Recurrent Neural Networks NeurIPS 2015 Semi-supervised Sequence Learning NeurIPS 2015 Weakly-supervised Disentangling with Recurrent Transformations for 3D View Synthesis NeurIPS 2015 A Clockwork RNN ICML 2014 Identifying and attacking the saddle point problem in high-dimensional non-convex optimization NeurIPS 2014 Modeling Deep Temporal Dependencies with Recurrent Grammar Cells"" NeurIPS 2014 Pre-training of Recurrent Neural Networks via Linear Autoencoders NeurIPS 2014 Recurrent Convolutional Neural Networks for Scene Labeling ICML 2014 Recurrent Models of Visual Attention NeurIPS 2014 Towards End-To-End Speech Recognition with Recurrent Neural Networks ICML 2014 Unsupervised learning of an efficient short-term memory network NeurIPS 2014 On the difficulty of training recurrent neural networks ICML 2013 On the importance of initialization and momentum in deep learning ICML 2013 Recurrent networks of coupled Winner-Take-All oscillators for solving constraint satisfaction problems NeurIPS 2013 Training and Analysing Deep Recurrent Neural Networks NeurIPS 2013 Learning visual motion in recurrent neural networks NeurIPS 2012 Oger: Modular Learning Architectures For Large-Scale Sequential Processing JMLR 2012 Real-Time Inverse Dynamics Learning for Musculoskeletal Robots based on Echo State Gaussian Process Regression RSS 2012 Deep Learning for Efficient Discriminative Parsing AISTATS 2011 Practical Variational Inference for Neural Networks NeurIPS 2011 Sequence learning with hidden units in spiking neural networks NeurIPS 2011 Over-complete representations on recurrent neural networks can support persistent percepts NeurIPS 2010 PyBrain JMLR 2010 Short-term memory in neuronal networks through dynamical compressed sensing NeurIPS 2010 Identification of Recurrent Neural Networks by Bayesian Interrogation Techniques JMLR 2009