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

OSOA: One-Shot Online Adaptation of Deep Generative Models for Lossless Compression NIPS 2021
Robust Spatio-Temporal Purchase Prediction via Deep Meta Learning AAAI 2021
Deep Probabilistic Imaging: Uncertainty Quantification and Multi-modal Solution Characterization for Computational Imaging AAAI 2021
Locally Most Powerful Bayesian Test for Out-of-Distribution Detection using Deep Generative Models NIPS 2021
Poisson-Randomised DirBN: Large Mutation is Needed in Dirichlet Belief Networks ICML 2021
Neural Pharmacodynamic State Space Modeling ICML 2021
Sawtooth Factorial Topic Embeddings Guided Gamma Belief Network ICML 2021
HiABP: Hierarchical Initialized ABP for Unsupervised Representation Learning AAAI 2021
Optimal Transport for Deep Generative Models: State of the Art and Research Challenges IJCAI 2021
Scalable Font Reconstruction with Dual Latent Manifolds EMNLP 2021
Deep Conditional Gaussian Mixture Model for Constrained Clustering NIPS 2021
The OOD Blind Spot of Unsupervised Anomaly Detection MIDL 2021
Structured deep generative models for sampling on constraint manifolds in sequential manipulation CORL 2021
Deep Probabilistic Canonical Correlation Analysis AAAI 2021
Intermediate Layer Optimization for Inverse Problems using Deep Generative Models ICML 2021
Deep Switching Auto-Regressive Factorization: Application to Time Series Forecasting AAAI 2021
Dynamic Gaussian Mixture based Deep Generative Model For Robust Forecasting on Sparse Multivariate Time Series AAAI 2021
Pixel Codec Avatars CVPR 2021
Variational Model Inversion Attacks NIPS 2021
Manifold Topology Divergence: a Framework for Comparing Data Manifolds. NIPS 2021
Disentangling Identifiable Features from Noisy Data with Structured Nonlinear ICA NIPS 2021
Neural Program Generation Modulo Static Analysis NIPS 2021
Improving Generative Moment Matching Networks with Distribution Partition AAAI 2021
VariTex: Variational Neural Face Textures ICCV 2021
Understanding Failures in Out-of-Distribution Detection with Deep Generative Models ICML 2021