conftrace_

deep generative model

143 papers

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Also known as

DGM

Co-occurring keywords

variational inference (2069) generative model (2892) variational autoencoder (1288) image generation (2073) unsupervised learning (3264) latent variable model (564) neural network (6616) latent space (854) representation learning (6206) out-of-distribution detection (617)

Papers

Bayesian Deep Collaborative Matrix Factorization AAAI 2019
A Deep Generative Model for Code Switched Text IJCAI 2019
Deep Topic Models for Multi-label Learning AISTATS 2019
Toward a deep dialectological representation of Indo-Aryan NAACL 2019
Multivariate-Information Adversarial Ensemble for Scalable Joint Distribution Matching ICML 2019
Wide-Context Semantic Image Extrapolation CVPR 2019
G2SAT: Learning to Generate SAT Formulas NIPS 2019
A Model to Search for Synthesizable Molecules NIPS 2019
Inverting Deep Generative models, One layer at a time NIPS 2019
Classification Accuracy Score for Conditional Generative Models NIPS 2019
A Stochastic Decoder for Neural Machine Translation ACL 2018
Variational Inference and Deep Generative Models ACL 2018
Stock Movement Prediction from Tweets and Historical Prices ACL 2018
Hierarchical Deep Generative Models for Multi-Rate Multivariate Time Series ICML 2018
Deep Generative Models with Learnable Knowledge Constraints NIPS 2018
VAE with a VampPrior AISTATS 2018
Multimodal Prediction and Personalization of Photo Edits with Deep Generative Models AISTATS 2018
Discovering Interpretable Representations for Both Deep Generative and Discriminative Models ICML 2018
Few-shot Generative Modelling with Generative Matching Networks AISTATS 2018
Sequential Attend, Infer, Repeat: Generative Modelling of Moving Objects NIPS 2018
Semi-crowdsourced Clustering with Deep Generative Models NIPS 2018
Deep Survival Analysis: Nonparametrics and Missingness MLHC 2018
Deep Generative Model for Joint Alignment and Word Representation NAACL 2018
Connections with Robust PCA and the Role of Emergent Sparsity in Variational Autoencoder Models JMLR 2018
Joint Generative Moment-Matching Network for Learning Structural Latent Code IJCAI 2018