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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

Attentional Neural Fields for Crowd Counting ICCV 2019
Relational Attention Network for Crowd Counting ICCV 2019
Forward-Backward Generative Adversarial Networks for Anomaly Detection ACML 2019
Adaptive Density Estimation for Generative Models NIPS 2019
Perspective-Guided Convolution Networks for Crowd Counting ICCV 2019
Multivariate Triangular Quantile Maps for Novelty Detection NIPS 2019
PIDForest: Anomaly Detection via Partial Identification NIPS 2019
Block Neural Autoregressive Flow UAI 2019
A Generative Adversarial Density Estimator CVPR 2019
Almost Unsupervised Learning for Dense Crowd Counting AAAI 2019
Learn to Scale: Generating Multipolar Normalized Density Maps for Crowd Counting ICCV 2019
Automatic Bayesian Density Analysis AAAI 2019
Learning by Unsupervised Nonlinear Diffusion JMLR 2019
Estimation of Non-Normalized Mixture Models AISTATS 2019
Leveraging Heterogeneous Auxiliary Tasks to Assist Crowd Counting CVPR 2019
Flow++: Improving Flow-Based Generative Models with Variational Dequantization and Architecture Design ICML 2019
Learning deep kernels for exponential family densities ICML 2019
Graphite: Iterative Generative Modeling of Graphs ICML 2019
Toward a Characterization of Loss Functions for Distribution Learning NIPS 2019
ADCrowdNet: An Attention-Injective Deformable Convolutional Network for Crowd Understanding CVPR 2019
Total stochastic gradient algorithms and applications in reinforcement learning NIPS 2018
Finding Frequent Entities in Continuous Data IJCAI 2018
Divide and Grow: Capturing Huge Diversity in Crowd Images With Incrementally Growing CNN CVPR 2018
DecideNet: Counting Varying Density Crowds Through Attention Guided Detection and Density Estimation CVPR 2018
Efficient and principled score estimation with Nyström kernel exponential families AISTATS 2018