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sequence modeling

287 papers

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Co-occurring keywords

recurrent neural network (1790) transformer architecture (1555) attention mechanism (3975) state space model (387) neural network (6616) long short-term memory (748) representation learning (6174) language modeling (655) offline reinforcement learning (492) neural machine translation (2310)

Papers

Inverse Filtering for Hidden Markov Models NIPS 2017
Image-to-Markup Generation with Coarse-to-Fine Attention ICML 2017
Jointly Modeling Embedding and Translation to Bridge Video and Language CVPR 2016
Unsupervised Learning of Video Representations using LSTMs ICML 2015
Deep Temporal Sigmoid Belief Networks for Sequence Modeling NIPS 2015
Reified Context Models ICML 2015
Modeling Skill Acquisition Over Time with Sequence and Topic Modeling AISTATS 2015
Pre-training of Recurrent Neural Networks via Linear Autoencoders NIPS 2014
Neural representation of action sequences: how far can a simple snippet-matching model take us? NIPS 2013
Efficient high dimensional maximum entropy modeling via symmetric partition functions NIPS 2012
Forward-Backward Activation Algorithm for Hierarchical Hidden Markov Models NIPS 2012
Improvements to the Sequence Memoizer NIPS 2010