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hierarchical model

271 papers

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variational autoencoder (1288) variational inference (2069) bayesian inference (1907) generative model (2892) latent variable model (564) latent variable (541) text classification (6793) attention mechanism (4001) recurrent neural network (1790) transfer learning (5449)

Papers

Numeracy for Language Models: Evaluating and Improving their Ability to Predict Numbers ACL 2018
Deep Poisson gamma dynamical systems NIPS 2018
Obligation and Prohibition Extraction Using Hierarchical RNNs ACL 2018
Bayesian multi-domain learning for cancer subtype discovery from next-generation sequencing count data NIPS 2018
Deep EHR: Chronic Disease Prediction Using Medical Notes MLHC 2018
A Self-Attentive Hierarchical Model for Jointly Improving Text Summarization and Sentiment Classification ACML 2018
Hierarchically-partitioned Gaussian Process Approximation AISTATS 2017
A Hierarchical Neural Model for Learning Sequences of Dialogue Acts EACL 2017
Generative Hierarchical Learning of Sparse FRAME Models CVPR 2017
DDoS Event Forecasting using Twitter Data IJCAI 2017
From Patches to Images: A Nonparametric Generative Model ICML 2017
Attention-based Recurrent Convolutional Neural Network for Automatic Essay Scoring CONLL 2017
Reducing Reparameterization Gradient Variance NIPS 2017
Unsupervised Learning of Disentangled and Interpretable Representations from Sequential Data NIPS 2017
Using Context Information for Dialog Act Classification in DNN Framework EMNLP 2017
SPLICE: Fully Tractable Hierarchical Extension of ICA with Pooling ICML 2017
An Architecture for Deep, Hierarchical Generative Models NIPS 2016
Bayesian latent structure discovery from multi-neuron recordings NIPS 2016
Accelerated Generative Models for 3D Point Cloud Data CVPR 2016
Variational Bayes on Monte Carlo Steroids NIPS 2016
Hierarchical Probabilistic Matrix Factorization with Network Topology for Multi-relational Social Network ACML 2016
A Hierarchical Deep Temporal Model for Group Activity Recognition CVPR 2016
Deep Neural Network Based Acoustic-to-Articulatory Inversion Using Phone Sequence Information INTERSPEECH 2016
Bottom-Up and Top-Down Reasoning With Hierarchical Rectified Gaussians CVPR 2016
Video Paragraph Captioning Using Hierarchical Recurrent Neural Networks CVPR 2016