Nested conformal prediction and quantile out-of-bag ensemble methods Oct 23, 2019 Conformal Prediction Density Estimation
Code Code Available Efficient Out-of-Distribution Detection of Melanoma with Wavelet-based Normalizing Flows Aug 9, 2022 Density Estimation Out-of-Distribution Detection
Code Code Available Efficient Neural Network Approaches for Conditional Optimal Transport with Applications in Bayesian Inference Oct 25, 2023 Bayesian Inference Computational Efficiency
Code Code Available Efficient Mixture Learning in Black-Box Variational Inference Jun 11, 2024 Density Estimation Variational Inference
Code Code Available Neural Autoregressive Distribution Estimation May 7, 2016 Density Estimation Image Generation
Code Code Available Graphite: Iterative Generative Modeling of Graphs Mar 28, 2018 Density Estimation General Classification
Code Code Available Efficient and principled score estimation with Nyström kernel exponential families May 23, 2017 Computational Efficiency Denoising
Code Code Available Dynamic Feature Acquisition Using Denoising Autoencoders Nov 3, 2018 Denoising Density Estimation
Code Code Available Neural Autoregressive Flows Apr 3, 2018 Density Estimation Speech Synthesis
Code Code Available Neural Canonical Transformation with Symplectic Flows Sep 30, 2019 Density Estimation
Code Code Available A New Index for Clustering Evaluation Based on Density Estimation Jul 4, 2022 Clustering Density Estimation
Code Code Available Ultra-High-Resolution Detector Simulation with Intra-Event Aware GAN and Self-Supervised Relational Reasoning Mar 7, 2023 Conditional Image Generation Density Estimation
Code Code Available HCNAF: Hyper-Conditioned Neural Autoregressive Flow and its Application for Probabilistic Occupancy Map Forecasting Dec 17, 2019 Density Estimation
Code Code Available Consistent and Flexible Selectivity Estimation for High-Dimensional Data May 20, 2020 Data Integration Density Estimation
Code Code Available Document Set Expansion with Positive-Unlabelled Learning Using Intractable Density Estimation Mar 26, 2024 Density Estimation
Code Code Available Neural-g: A Deep Learning Framework for Mixing Density Estimation Jun 10, 2024 Deep Learning Density Estimation
Code Code Available Diverse Rare Sample Generation with Pretrained GANs Dec 27, 2024 Density Estimation Diversity
Code Code Available Hierarchical clustering with maximum density paths and mixture models Mar 19, 2025 Clustering Density Estimation
Code Code Available Neural Implicit Manifold Learning for Topology-Aware Density Estimation Jun 22, 2022 Density Estimation
Code Code Available Hierarchical Discrete Distribution Decomposition for Match Density Estimation Dec 15, 2018 Density Estimation Optical Flow Estimation
Code Code Available Distribution Agnostic Symbolic Representations for Time Series Dimensionality Reduction and Online Anomaly Detection May 20, 2021 Anomaly Detection Clustering
Code Code Available Neural Inverse Transform Sampler Jun 22, 2022 Density Estimation
Code Code Available Hierarchical VAE with a Diffusion-based VampPrior Dec 2, 2024 Density Estimation Image Generation
Code Code Available ρ-Diffusion: A diffusion-based density estimation framework for computational physics Dec 13, 2023 Denoising Density Estimation
Code Code Available Disentangling Learning Representations with Density Estimation Feb 8, 2023 Density Estimation Disentanglement
Code Code Available 