density estimation

Error-Aware Density Isomorphism Reconstruction for Unsupervised Cross-Domain Crowd Counting AAAI 2021 Exploiting Sample Correlation for Crowd Counting With Multi-Expert Network ICCV 2021 Faster Kernel Matrix Algebra via Density Estimation ICML 2021 GBHT: Gradient Boosting Histogram Transform for Density Estimation ICML 2021 Generalized Energy Based Models ICLR 2021 Graphical Normalizing Flows AISTATS 2021 Hierarchical infinite relational model UAI 2021 Hierarchical VAEs Know What They Don’t Know ICML 2021 HINT: Hierarchical Invertible Neural Transport for Density Estimation and Bayesian Inference AAAI 2021 How is BERT surprised? Layerwise detection of linguistic anomalies ACL 2021 HyperSPNs: Compact and Expressive Probabilistic Circuits NeurIPS 2021 Imitation with Neural Density Models NeurIPS 2021 Invertible DenseNets with Concatenated LipSwish NeurIPS 2021 Moser Flow: Divergence-based Generative Modeling on Manifolds NeurIPS 2021 Neural Flows: Efficient Alternative to Neural ODEs NeurIPS 2021 Noise Estimation Using Density Estimation for Self-Supervised Multimodal Learning AAAI 2021 On Empirical Bayes Variational Autoencoder: An Excess Risk Bound COLT 2021 On Memorization in Probabilistic Deep Generative Models NeurIPS 2021 Optimal Rates for Nonparametric Density Estimation under Communication Constraints NeurIPS 2021 OT-Flow: Fast and Accurate Continuous Normalizing Flows via Optimal Transport AAAI 2021 PixelPyramids: Exact Inference Models From Lossless Image Pyramids ICCV 2021 Probabilistic Generating Circuits ICML 2021 PSD Representations for Effective Probability Models NeurIPS 2021 Random probabilistic circuits UAI 2021 Rectangular Flows for Manifold Learning NeurIPS 2021