conftrace_

generative model

2892 papers

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Also known as

GM

Co-occurring keywords

diffusion model (3751) image generation (2073) variational autoencoder (1288) variational inference (2069) neural network (6616) latent space (854) generative adversarial network (1944) representation learning (6206) unsupervised learning (3264) normalizing flow (354)

Papers

Unsupervised Semantic Parsing of Video Collections ICCV 2015
Learning Deep Sigmoid Belief Networks with Data Augmentation AISTATS 2015
Probability Occupancy Maps for Occluded Depth Images CVPR 2015
Consensus Message Passing for Layered Graphical Models AISTATS 2015
MADE: Masked Autoencoder for Distribution Estimation ICML 2015
Entropic Graph-based Posterior Regularization ICML 2015
Celeste: Variational inference for a generative model of astronomical images ICML 2015
Deep Unsupervised Learning using Nonequilibrium Thermodynamics ICML 2015
Bidirectional Recurrent Neural Networks as Generative Models NIPS 2015
Deep Temporal Sigmoid Belief Networks for Sequence Modeling NIPS 2015
Fast Classification Rates for High-dimensional Gaussian Generative Models NIPS 2015
Training Restricted Boltzmann Machine via the Thouless-Anderson-Palmer free energy NIPS 2015
Variational Generative Stochastic Networks with Collaborative Shaping ICML 2015
Data Generation as Sequential Decision Making NIPS 2015
The Bayesian Case Model: A Generative Approach for Case-Based Reasoning and Prototype Classification NIPS 2014
Generative Adversarial Nets NIPS 2014
General Stochastic Networks for Classification NIPS 2014
Conditional Random Field Autoencoders for Unsupervised Structured Prediction NIPS 2014
Probabilistic Matrix Factorization with Non-random Missing Data ICML 2014
Iterative Neural Autoregressive Distribution Estimator NADE-k NIPS 2014
Learning Generative Models with Visual Attention NIPS 2014
Bayesian View Synthesis and Image-Based Rendering Principles CVPR 2014
Provable Bounds for Learning Some Deep Representations ICML 2014
Factoring Variations in Natural Images with Deep Gaussian Mixture Models NIPS 2014
Hybrid Discriminative-Generative Approach with Gaussian Processes AISTATS 2014