density estimation

397 papers

Explore in graph

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

Optimal Rates for Nonparametric Density Estimation under Communication Constraints NIPS 2021

Hierarchical VAEs Know What They Don’t Know ICML 2021

PSD Representations for Effective Probability Models NIPS 2021

Hierarchical infinite relational model UAI 2021

Variational inference with continuously-indexed normalizing flows UAI 2021

Double Machine Learning Density Estimation for Local Treatment Effects with Instruments NIPS 2021

Random probabilistic circuits UAI 2021

Error-Aware Density Isomorphism Reconstruction for Unsupervised Cross-Domain Crowd Counting AAAI 2021

Statistical Guarantees for Transformation Based Models with applications to Implicit Variational Inference AISTATS 2021

Densely connected normalizing flows NIPS 2021

Invertible DenseNets with Concatenated LipSwish NIPS 2021

Equivariant Manifold Flows NIPS 2021

How is BERT surprised? Layerwise detection of linguistic anomalies IJCNLP 2021

Disambiguation of Weak Supervision leading to Exponential Convergence rates ICML 2021

Rectangular Flows for Manifold Learning NIPS 2021

Automated Clustering of High-dimensional Data with a Feature Weighted Mean Shift Algorithm AAAI 2021

OT-Flow: Fast and Accurate Continuous Normalizing Flows via Optimal Transport AAAI 2021

Tractable Regularization of Probabilistic Circuits NIPS 2021

A Change of Variables Method For Rectangular Matrix-Vector Products AISTATS 2021

Tensor-train density estimation UAI 2021

Direct Measure Matching for Crowd Counting IJCAI 2021

Exploiting Sample Correlation for Crowd Counting With Multi-Expert Network ICCV 2021

Faster Kernel Matrix Algebra via Density Estimation ICML 2021

Types of Out-of-Distribution Texts and How to Detect Them EMNLP 2021

Imitation with Neural Density Models NIPS 2021