Graphite: Iterative Generative Modeling of Graphs Mar 28, 2018 Density Estimation General Classification
Code Code Available 5 HCNAF: Hyper-Conditioned Neural Autoregressive Flow and its Application for Probabilistic Occupancy Map Forecasting Dec 17, 2019 Density Estimation
Code Code Available 5 Average Causal Effect Estimation in DAGs with Hidden Variables: Extensions of Back-Door and Front-Door Criteria Sep 6, 2024 Density Estimation Numerical Integration
Code Code Available 5 Generative Model with Dynamic Linear Flow May 8, 2019 Density Estimation model
Code Code Available 5 Generalized Distribution Prediction for Asset Returns Oct 15, 2024 Density Estimation Prediction
Code Code Available 5 A neural simulation-based inference approach for characterizing the Galactic Center γ-ray excess Oct 13, 2021 Density Estimation parameter estimation
Code Code Available 5 Gaussian map predictions for 3D surface feature localisation and counting Dec 7, 2021 Density Estimation
Code Code Available 5 Autoregressive Energy Machines Apr 11, 2019 Density Estimation valid
Code Code Available 5 Crowd Counting via Adversarial Cross-Scale Consistency Pursuit Jun 1, 2018 Crowd Counting Density Estimation
Code Code Available 5 Fully probabilistic quasar continua predictions near Lyman-α with conditional neural spline flows May 31, 2020 Density Estimation
Code Code Available 5 Gaussian Gated Linear Networks Jun 10, 2020 Denoising Density Estimation
Code Code Available 5 Improving the repeatability of deep learning models with Monte Carlo dropout Feb 15, 2022 Attribute Binary Classification
Code Code Available 5 Physics-Guided Discovery of Highly Nonlinear Parametric Partial Differential Equations Jun 2, 2021 Density Estimation Model Optimization
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 FloMo: Tractable Motion Prediction with Normalizing Flows Mar 5, 2021 Data Augmentation Density Estimation
Code Code Available 5 Flowification: Everything is a Normalizing Flow May 30, 2022 Density Estimation
Code Code Available 5 Flexible Tails for Normalizing Flows Jun 22, 2024 Density Estimation Variational Inference
Code Code Available 5 Flow++: Improving Flow-Based Generative Models with Variational Dequantization and Architecture Design Feb 1, 2019 Computational Efficiency Density Estimation
Code Code Available 5 Fast Nonparametric Conditional Density Estimation Jun 20, 2012 Density Estimation Prediction Intervals
Code Code Available 5 Count What You Want: Exemplar Identification and Few-shot Counting of Human Actions in the Wild Dec 28, 2023 Density Estimation
Code Code Available 5 Fast Private Kernel Density Estimation via Locality Sensitive Quantization Jul 4, 2023 Density Estimation Quantization
Code Code Available 5 AutoGMM: Automatic and Hierarchical Gaussian Mixture Modeling in Python Sep 6, 2019 Clustering Density Estimation
Code Code Available 5 Fast Kernel Density Estimation with Density Matrices and Random Fourier Features Aug 2, 2022 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 Counterfactual Generative Models for Time-Varying Treatments May 25, 2023 counterfactual Decision Making
Code Code Available 5 Generalizable Pose Estimation Using Implicit Scene Representations May 26, 2023 Density Estimation Object
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 Counterfactual experience augmented off-policy reinforcement learning Mar 18, 2025 counterfactual Counterfactual Inference
Code Code Available 5 Cosmological Parameter Estimation with Sequential Linear Simulation-based Inference Jan 7, 2025 Density Estimation parameter estimation
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 Exploring the Training Robustness of Distributional Reinforcement Learning against Noisy State Observations Sep 17, 2021 Density Estimation Distributional Reinforcement Learning
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 Copula Density Neural Estimation Nov 25, 2022 Density Estimation Mutual Information Estimation
Code Code Available 5 A density estimation perspective on learning from pairwise human preferences Nov 23, 2023 Density Estimation
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 Extremely Randomized CNets for Multi-label Classification Oct 1, 2018 Classification Density Estimation
Code Code Available 5 Gaussian Mixture Reduction with Composite Transportation Divergence Feb 19, 2020 Clustering Computational Efficiency
Code Code Available 5 Converting High-Dimensional Regression to High-Dimensional Conditional Density Estimation Apr 26, 2017 Astronomy Density Estimation
Code Code Available 5 Data Structures for Density Estimation Jun 20, 2023 Density Estimation
Code Code Available 5 High-dimensional and Permutation Invariant Anomaly Detection Jun 6, 2023 Anomaly Detection Density Estimation
Code Code Available 5 A Deep Learning Approach to Probabilistic Forecasting of Weather Mar 23, 2022 BIG-bench Machine Learning Deep Learning
Code Code Available 5 Evidence Networks: simple losses for fast, amortized, neural Bayesian model comparison May 18, 2023 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 Feature-Label Dependence Using Gini Distance Statistics Jun 5, 2019 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 InceptionHuman: Controllable Prompt-to-NeRF for Photorealistic 3D Human Generation Nov 27, 2023 Density Estimation NeRF
Code Code Available 5 Estimating Probability Densities with Transformer and Denoising Diffusion Jul 22, 2024 Denoising Density Estimation
Code Code Available 5 Entropy-Informed Weighting Channel Normalizing Flow Jul 6, 2024 Density Estimation
Code Code Available 5 An Alternative to EM for Gaussian Mixture Models: Batch and Stochastic Riemannian Optimization Jun 10, 2017 Density Estimation parameter estimation
Code Code Available 5 On the representation and learning of monotone triangular transport maps Sep 22, 2020 Bayesian Inference Density Estimation
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