conftrace_

sequential datum

72 papers

Explore in graph

Co-occurring keywords

variational inference (2069) recurrent neural network (1790) hidden markov model (302) time series (435) variational autoencoder (1288) disentangled representation (521) representation learning (6206) latent variable model (564) bayesian nonparametrics (270) signature kernel (8)

Papers

LSTBM: A Novel Sequence Representation of Speech Spectra Using Restricted Boltzmann Machine with Long Short-Term Memory INTERSPEECH 2018
A Birth-Death Process for Feature Allocation ICML 2017
Wasserstein Learning of Deep Generative Point Process Models NIPS 2017
Filtering Variational Objectives NIPS 2017
Unsupervised Learning of Disentangled and Interpretable Representations from Sequential Data NIPS 2017
Deep Dynamic Poisson Factorization Model NIPS 2017
Learning Scalable Deep Kernels with Recurrent Structure JMLR 2017
A Disentangled Recognition and Nonlinear Dynamics Model for Unsupervised Learning NIPS 2017
Scaling Factorial Hidden Markov Models: Stochastic Variational Inference without Messages NIPS 2016
Stochastic Variational Inference for the HDP-HMM AISTATS 2016
A Recurrent Latent Variable Model for Sequential Data NIPS 2015
Stochastic variational inference for hidden Markov models NIPS 2014
Subspace Clustering for Sequential Data CVPR 2014
Bayesian Nonparametric Hidden Semi-Markov Models JMLR 2013
Event Recognition in Photo Collections with a Stopwatch HMM ICCV 2013
Dynamic Clustering via Asymptotics of the Dependent Dirichlet Process Mixture NIPS 2013
Spectral Learning of Hidden Markov Models from Dynamic and Static Data ICML 2013
Sparse Adaptive Dirichlet-Multinomial-like Processes COLT 2013
Effective Split-Merge Monte Carlo Methods for Nonparametric Models of Sequential Data NIPS 2012
Modelling Genetic Variations using Fragmentation-Coagulation Processes NIPS 2011
Linear-Time Computation of Similarity Measures for Sequential Data JMLR 2008
Computation of Similarity Measures for Sequential Data using Generalized Suffix Trees NIPS 2006