Flow++: Improving Flow-Based Generative Models with Variational Dequantization and Architecture Design Feb 1, 2019 Computational Efficiency Density Estimation
Code Code Available Fast Dynamic Routing Based on Weighted Kernel Density Estimation May 28, 2018 Density Estimation Image Classification
Code Code Available Extremely Randomized CNets for Multi-label Classification Oct 1, 2018 Classification Density Estimation
Code Code Available Flows on convex polytopes Mar 13, 2025 Density Estimation
Code Code Available Exponential Family Model-Based Reinforcement Learning via Score Matching Dec 28, 2021 Density Estimation Model-based Reinforcement Learning
Code Code Available Context-specific kernel-based hidden Markov model for time series analysis Jan 24, 2023 Density Estimation Time Series
Code Code Available Projected Wasserstein gradient descent for high-dimensional Bayesian inference Feb 12, 2021 Bayesian Inference Density Estimation
Code Code Available Exploring the Training Robustness of Distributional Reinforcement Learning against Noisy State Observations Sep 17, 2021 Density Estimation Distributional Reinforcement Learning
Code Code Available Anomaly Detection with Variance Stabilized Density Estimation Jun 1, 2023 Anomaly Detection Density Estimation
Code Code Available The Dark Machines Anomaly Score Challenge: Benchmark Data and Model Independent Event Classification for the Large Hadron Collider May 28, 2021 Anomaly Detection Density Estimation
Code Code Available Multi-hypothesis 3D human pose estimation metrics favor miscalibrated distributions Oct 20, 2022 3D Human Pose Estimation Density Estimation
Code Code Available Multiple Importance Sampling ELBO and Deep Ensembles of Variational Approximations Feb 22, 2022 Density Estimation Variational Inference
Code Code Available Data Augmentation through Expert-guided Symmetry Detection to Improve Performance in Offline Reinforcement Learning Dec 18, 2021 Data Augmentation Density Estimation
Code Code Available Proximal Residual Flows for Bayesian Inverse Problems Nov 30, 2022 Density Estimation
Code Code Available Adversarial random forests for density estimation and generative modeling May 19, 2022 Density Estimation Synthetic Data Generation
Code Code Available Fully probabilistic quasar continua predictions near Lyman-α with conditional neural spline flows May 31, 2020 Density Estimation
Code Code Available Expected Information Maximization: Using the I-Projection for Mixture Density Estimation Jan 23, 2020 Density Estimation Traffic Prediction
Code Code Available Gaussian Gated Linear Networks Jun 10, 2020 Denoising Density Estimation
Code Code Available EX2: Exploration with Exemplar Models for Deep Reinforcement Learning Mar 3, 2017 Deep Reinforcement Learning Density Estimation
Code Code Available Gaussian map predictions for 3D surface feature localisation and counting Dec 7, 2021 Density Estimation
Code Code Available Evidence Networks: simple losses for fast, amortized, neural Bayesian model comparison May 18, 2023 Density Estimation
Code Code Available The DEformer: An Order-Agnostic Distribution Estimating Transformer Jun 13, 2021 Density Estimation
Code Code Available MultiplexNet: Towards Fully Satisfied Logical Constraints in Neural Networks Nov 2, 2021 Density Estimation
Code Code Available Multiplicative LSTM for sequence modelling Sep 26, 2016 Density Estimation Language Modelling
Code Code Available Generalizable Pose Estimation Using Implicit Scene Representations May 26, 2023 Density Estimation Object
Code Code Available Multi-Resolution Continuous Normalizing Flows Jun 15, 2021 Density Estimation GPU
Code Code Available Anomaly Detection with Density Estimation Jan 14, 2020 Anomaly Detection Density Estimation
Code Code Available Generalized Distribution Prediction for Asset Returns Oct 15, 2024 Density Estimation Prediction
Code Code Available Quantum Adaptive Fourier Features for Neural Density Estimation Aug 1, 2022 Density Estimation
Code Code Available Anomaly Detection Using Normalizing Flow-Based Density Estimation and Synthetic Defect Classification May 28, 2024 Anomaly Detection Classification
Code Code Available Estimating Probability Densities with Transformer and Denoising Diffusion Jul 22, 2024 Denoising Density Estimation
Code Code Available Kernel Density Matrices for Probabilistic Deep Learning May 26, 2023 Deep Learning Density Estimation
Code Code Available Estimating Feature-Label Dependence Using Gini Distance Statistics Jun 5, 2019 Density Estimation
Code Code Available Multivariate Triangular Quantile Maps for Novelty Detection Dec 1, 2019 Density Estimation Novelty Detection
Code Code Available Winner-takes-all learners are geometry-aware conditional density estimators Jun 7, 2024 All Density Estimation
Code Code Available Space and Time Efficient Kernel Density Estimation in High Dimensions Dec 1, 2019 Density Estimation Vocal Bursts Intensity Prediction
Code Code Available Estimating Density Models with Truncation Boundaries using Score Matching Oct 9, 2019 Density Estimation Outlier Detection
Code Code Available Generative Model with Dynamic Linear Flow May 8, 2019 Density Estimation model
Code Code Available Interpretable Fault Detection using Projections of Mutual Information Matrix Jul 21, 2020 Density Estimation Fault Detection
Code Code Available Querying Kernel Methods Suffices for Reconstructing their Training Data May 25, 2025 Density Estimation Memorization
Code Code Available ContextFlow++: Generalist-Specialist Flow-based Generative Models with Mixed-Variable Context Encoding Jun 2, 2024 Anomaly Detection Density Estimation
Code Code Available A Deep Learning Approach to Probabilistic Forecasting of Weather Mar 23, 2022 BIG-bench Machine Learning Deep Learning
Code Code Available Nearest Neighbor Dirichlet Mixtures Mar 17, 2020 Density Estimation Uncertainty Quantification
Code Code Available Entropy-Informed Weighting Channel Normalizing Flow Jul 6, 2024 Density Estimation
Code Code Available Beyond the Benchmark: Detecting Diverse Anomalies in Videos Oct 3, 2023 Action Recognition Anomaly Detection
Code Code Available ABC-CDE: Towards Approximate Bayesian Computation with Complex High-Dimensional Data and Limited Simulations May 14, 2018 Density Estimation
Code Code Available The Infinite Mixture of Infinite Gaussian Mixtures Dec 1, 2014 Clustering Density Estimation
Code Code Available 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 Empirical non-parametric estimation of the Fisher Information Aug 6, 2014 Density Estimation
Code Code Available AlignFlow: Cycle Consistent Learning from Multiple Domains via Normalizing Flows May 30, 2019 Density Estimation Domain Adaptation
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