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density estimation

397 papers

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Also known as

KL

Co-occurring keywords

normalizing flow (354) generative model (2889) crowd counting (101) variational inference (2069) unsupervised learning (3255) anomaly detection (740) autoregressive model (453) bayesian inference (1904) neural network (6616) variational autoencoder (1282)

Papers

Maximum Selection and Sorting with Adversarial Comparators JMLR 2018
Statistically Efficient Estimation for Non-Smooth Probability Densities AISTATS 2018
Continuous-Time Flows for Efficient Inference and Density Estimation ICML 2018
Quickshift++: Provably Good Initializations for Sample-Based Mean Shift ICML 2018
Revealing Common Statistical Behaviors in Heterogeneous Populations ICML 2018
Deep Density Destructors ICML 2018
Conditional Noise-Contrastive Estimation of Unnormalised Models ICML 2018
Local Density Estimation in High Dimensions ICML 2018
Student-t Variational Autoencoder for Robust Density Estimation IJCAI 2018
Crowd Counting using Deep Recurrent Spatial-Aware Network IJCAI 2018
Crowd Counting via Adversarial Cross-Scale Consistency Pursuit CVPR 2018
CSRNet: Dilated Convolutional Neural Networks for Understanding the Highly Congested Scenes CVPR 2018
A loss framework for calibrated anomaly detection NIPS 2018
Estimators for Multivariate Information Measures in General Probability Spaces NIPS 2018
Deep Homogeneous Mixture Models: Representation, Separation, and Approximation NIPS 2018
Fast and Sample Near-Optimal Algorithms for Learning Multidimensional Histograms COLT 2018
Bias and Generalization in Deep Generative Models: An Empirical Study NIPS 2018
Density-Aware Single Image De-Raining Using a Multi-Stream Dense Network CVPR 2018
Deep Density Clustering of Unconstrained Faces CVPR 2018
Nonparametric Density Estimation under Adversarial Losses NIPS 2018
Transformation Autoregressive Networks ICML 2018
PixelSNAIL: An Improved Autoregressive Generative Model ICML 2018
Generalized Pólya Urn for Time-Varying Pitman-Yor Processes JMLR 2017
Minimax Density Estimation for Growing Dimension AISTATS 2017
Learning Multivariate Log-concave Distributions COLT 2017