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

Combining Deep Generative Models and Multi-lingual Pretraining for Semi-supervised Document Classification EACL 2021
Spectral Distribution Aware Image Generation AAAI 2021
Interpretable Deep Generative Recommendation Models JMLR 2021
Sample-Efficient Optimization in the Latent Space of Deep Generative Models via Weighted Retraining NIPS 2020
Hierarchical Robot Navigation in Novel Environments using Rough 2-D Maps CORL 2020
Barking up the right tree: an approach to search over molecule synthesis DAGs NIPS 2020
Further Analysis of Outlier Detection with Deep Generative Models NIPS 2020
NEVAE: A Deep Generative Model for Molecular Graphs JMLR 2020
Generative Hybrid Representations for Activity Forecasting With No-Regret Learning CVPR 2020
Effective Estimation of Deep Generative Language Models ACL 2020
VAEM: a Deep Generative Model for Heterogeneous Mixed Type Data NIPS 2020
Black-Box Optimization with Local Generative Surrogates NIPS 2020
Learning Manifold Implicitly via Explicit Heat-Kernel Learning NIPS 2020
Amortized Population Gibbs Samplers with Neural Sufficient Statistics ICML 2020
Generative Attention Networks for Multi-Agent Behavioral Modeling AAAI 2020
Toward a neuro-inspired creative decoder IJCAI 2020
Deep Generative Model for Robust Imbalance Classification CVPR 2020
On casting importance weighted autoencoder to an EM algorithm to learn deep generative models AISTATS 2020
A Deep Generative Model for Fragment-Based Molecule Generation AISTATS 2020
Learning Dynamic Relationships for 3D Human Motion Prediction CVPR 2020
Multi-objects Generation with Amortized Structural Regularization NIPS 2019
Differentiable Antithetic Sampling for Variance Reduction in Stochastic Variational Inference AISTATS 2019
Variational Laplace Autoencoders ICML 2019
The Variational Predictive Natural Gradient ICML 2019
Generative Modeling of Infinite Occluded Objects for Compositional Scene Representation ICML 2019