sequence modeling

Computer Assisted Composition with Recurrent Neural Networks ACML 2017 Exploring Different Dimensions of Attention for Uncertainty Detection EACL 2017 Gated Recurrent Convolution Neural Network for OCR NeurIPS 2017 Image-to-Markup Generation with Coarse-to-Fine Attention ICML 2017 Inverse Filtering for Hidden Markov Models NeurIPS 2017 Latent LSTM Allocation: Joint Clustering and Non-Linear Dynamic Modeling of Sequence Data ICML 2017 Modeling Trajectories with Recurrent Neural Networks IJCAI 2017 Question Generation for Question Answering EMNLP 2017 Sequence Modeling via Segmentations ICML 2017 Video2Shop: Exact Matching Clothes in Videos to Online Shopping Images CVPR 2017 Jointly Modeling Embedding and Translation to Bridge Video and Language CVPR 2016 Sequential Neural Models with Stochastic Layers NeurIPS 2016 Deep Temporal Sigmoid Belief Networks for Sequence Modeling NeurIPS 2015 Modeling Skill Acquisition Over Time with Sequence and Topic Modeling AISTATS 2015 Reified Context Models ICML 2015 Unsupervised Learning of Video Representations using LSTMs ICML 2015 Pre-training of Recurrent Neural Networks via Linear Autoencoders NeurIPS 2014 Neural representation of action sequences: how far can a simple snippet-matching model take us? NeurIPS 2013 Efficient high dimensional maximum entropy modeling via symmetric partition functions NeurIPS 2012 Forward-Backward Activation Algorithm for Hierarchical Hidden Markov Models NeurIPS 2012 Mixing Properties of Conditional Markov Chains with Unbounded Feature Functions NeurIPS 2012 Improvements to the Sequence Memoizer NeurIPS 2010 The Recurrent Temporal Restricted Boltzmann Machine NeurIPS 2008