Fast Kernel Density Estimation with Density Matrices and Random Fourier Features Aug 2, 2022 Density Estimation
Code Code Available 5 Context-specific kernel-based hidden Markov model for time series analysis Jan 24, 2023 Density Estimation Time Series
Code Code Available 5 A Nonparametric Off-Policy Policy Gradient Jan 8, 2020 Density Estimation Policy Gradient Methods
Code Code Available 5 Numerical Data Imputation for Multimodal Data Sets: A Probabilistic Nearest-Neighbor Kernel Density Approach Jun 29, 2023 Density Estimation Imputation
Code Code Available 5 ContextFlow++: Generalist-Specialist Flow-based Generative Models with Mixed-Variable Context Encoding Jun 2, 2024 Anomaly Detection Density Estimation
Code Code Available 5 AD-DMKDE: Anomaly Detection through Density Matrices and Fourier Features Oct 26, 2022 Anomaly Detection Density Estimation
Code Code Available 5 Fast Nonparametric Conditional Density Estimation Jun 20, 2012 Density Estimation Prediction Intervals
Code Code Available 5 FlowCon: Out-of-Distribution Detection using Flow-Based Contrastive Learning Jul 3, 2024 Contrastive Learning Density Estimation
Code Code Available 5 Asymmetric Variational Autoencoders Nov 20, 2017 Density Estimation Variational Inference
Code Code Available 5 Detecting Adversarial Examples through Nonlinear Dimensionality Reduction Apr 30, 2019 Density Estimation Dimensionality Reduction
Code Code Available 5 Detecting Adversarial Samples from Artifacts Mar 1, 2017 Density Estimation
Code Code Available 5 Fast Dynamic Routing Based on Weighted Kernel Density Estimation May 28, 2018 Density Estimation Image Classification
Code Code Available 5 Detection of Adversarial Examples in NLP: Benchmark and Baseline via Robust Density Estimation Nov 16, 2021 Adversarial Defense Density Estimation
Code Code Available 5 Detection of Adversarial Examples in Text Classification: Benchmark and Baseline via Robust Density Estimation May 1, 2022 Adversarial Defense Density Estimation
Code Code Available 5 Structured Recognition for Generative Models with Explaining Away Sep 12, 2022 Density Estimation Hippocampus
Code Code Available 5 Extremely Randomized CNets for Multi-label Classification Oct 1, 2018 Classification Density Estimation
Code Code Available 5 Fast ε-free Inference of Simulation Models with Bayesian Conditional Density Estimation May 20, 2016 Density Estimation
Code Code Available 5 Persistently Trained, Diffusion-assisted Energy-based Models Apr 21, 2023 Density Estimation Image Generation
Code Code Available 5 Consistent and Flexible Selectivity Estimation for High-Dimensional Data May 20, 2020 Data Integration Density Estimation
Code Code Available 5 Exploring the Training Robustness of Distributional Reinforcement Learning against Noisy State Observations Sep 17, 2021 Density Estimation Distributional Reinforcement Learning
Code Code Available 5 Accelerating Continuous Normalizing Flow with Trajectory Polynomial Regularization Dec 8, 2020 Density Estimation Variational Inference
Code Code Available 5 Conformalized High-Density Quantile Regression via Dynamic Prototypes-based Probability Density Estimation Nov 2, 2024 Density Estimation quantile regression
Code Code Available 5 Data Augmentation through Expert-guided Symmetry Detection to Improve Performance in Offline Reinforcement Learning Dec 18, 2021 Data Augmentation Density Estimation
Code Code Available 5 Exponential Family Model-Based Reinforcement Learning via Score Matching Dec 28, 2021 Density Estimation Model-based Reinforcement Learning
Code Code Available 5 Fast ε-free Inference of Simulation Models with Bayesian Conditional Density Estimation Dec 1, 2016 Density Estimation
Code Code Available 5 A generative flow for conditional sampling via optimal transport Jul 9, 2023 Bayesian Inference Density Estimation
Code Code Available 5 Posterior Matching for Arbitrary Conditioning Jan 28, 2022 Density Estimation
Code Code Available 5 Flowification: Everything is a Normalizing Flow May 30, 2022 Density Estimation
Code Code Available 5 Diffusion Generative Modelling for Divide-and-Conquer MCMC Jun 17, 2024 Density Estimation
Code Code Available 5 Probabilistic Classification by Density Estimation Using Gaussian Mixture Model and Masked Autoregressive Flow Oct 16, 2023 Classification Density Estimation
Code Code Available 5 Evidence Networks: simple losses for fast, amortized, neural Bayesian model comparison May 18, 2023 Density Estimation
Code Code Available 5 A Survey of Recent Advances in CNN-based Single Image Crowd Counting and Density Estimation Jul 5, 2017 Crowd Counting Density Estimation
Code Code Available 5 Estimating Probability Densities with Transformer and Denoising Diffusion Jul 22, 2024 Denoising Density Estimation
Code Code Available 5 Towards Instance-Wise Calibration: Local Amortized Diagnostics and Reshaping of Conditional Densities (LADaR) May 29, 2022 Conformal Prediction Density Estimation
Code Code Available 5 Kernel Density Matrices for Probabilistic Deep Learning May 26, 2023 Deep Learning Density Estimation
Code Code Available 5 Dirac Delta Regression: Conditional Density Estimation with Clinical Trials May 24, 2019 Causal Inference Density Estimation
Code Code Available 5 CaloMan: Fast generation of calorimeter showers with density estimation on learned manifolds Nov 23, 2022 Density Estimation
Code Code Available 5 EX2: Exploration with Exemplar Models for Deep Reinforcement Learning Mar 3, 2017 Deep Reinforcement Learning Density Estimation
Code Code Available 5 Estimating Density Models with Truncation Boundaries using Score Matching Oct 9, 2019 Density Estimation Outlier Detection
Code Code Available 5 Conditional Image Generation with PixelCNN Decoders Jun 16, 2016 Conditional Image Generation Decoder
Code Code Available 5 Sparse Density Trees and Lists: An Interpretable Alternative to High-Dimensional Histograms Oct 22, 2015 Density Estimation Vocal Bursts Intensity Prediction
Code Code Available 5 Reflectance-Oriented Probabilistic Equalization for Image Enhancement Sep 14, 2022 Density Estimation Image Enhancement
Code Code Available 5 Enhancing Quantitative Image Synthesis through Pretraining and Resolution Scaling for Bone Mineral Density Estimation from a Plain X-ray Image Jul 30, 2024 Density Estimation Image Generation
Code Code Available 5 Entropy-Informed Weighting Channel Normalizing Flow Jul 6, 2024 Density Estimation
Code Code Available 5 Estimating Feature-Label Dependence Using Gini Distance Statistics Jun 5, 2019 Density Estimation
Code Code Available 5 Conditional Density Estimation with Neural Networks: Best Practices and Benchmarks Mar 3, 2019 Density Estimation
Code Code Available 5 Conditional Density Estimation with Histogram Trees Oct 15, 2024 Density Estimation regression
Code Code Available 5 RFCDE: Random Forests for Conditional Density Estimation Apr 16, 2018 Density Estimation General Classification
Code Code Available 5 Causal Discovery with Flow-based Conditional Density Estimation Dec 5, 2021 Causal Discovery Density Estimation
Code Code Available 5 Efficient Neural Network Approaches for Conditional Optimal Transport with Applications in Bayesian Inference Oct 25, 2023 Bayesian Inference Computational Efficiency
Code Code Available 5 