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 An Alternative to EM for Gaussian Mixture Models: Batch and Stochastic Riemannian Optimization Jun 10, 2017 Density Estimation parameter estimation
Code Code Available 5 DEDPUL: Difference-of-Estimated-Densities-based Positive-Unlabeled Learning Feb 19, 2019 Binary Classification Density Estimation
Code Code Available 5 Deep Autoencoding Gaussian Mixture Model for Unsupervised Anomaly Detection Jan 1, 2018 Anomaly Detection Density Estimation
Code Code Available 5 Deep conditional distribution learning via conditional Föllmer flow Feb 2, 2024 Density Estimation
Code Code Available 5 On the representation and learning of monotone triangular transport maps Sep 22, 2020 Bayesian Inference 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 Deep Density Destructors Jul 1, 2018 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 Estimating Feature-Label Dependence Using Gini Distance Statistics Jun 5, 2019 Density Estimation
Code Code Available 5 Estimating Probability Densities with Transformer and Denoising Diffusion Jul 22, 2024 Denoising Density Estimation
Code Code Available 5 ADVISE: ADaptive Feature Relevance and VISual Explanations for Convolutional Neural Networks Mar 2, 2022 Density Estimation image-classification
Code Code Available 5 Estimating Density Models with Truncation Boundaries using Score Matching Oct 9, 2019 Density Estimation Outlier Detection
Code Code Available 5 Laplace approximation for logistic Gaussian process density estimation and regression Nov 1, 2012 Bayesian Inference Density Estimation
Code Code Available 5 Deep Learning for Music Jun 15, 2016 Deep Learning Density Estimation
Code Code Available 5 Bias and Generalization in Deep Generative Models: An Empirical Study Nov 8, 2018 Density Estimation Inductive Bias
Code Code Available 5 Expected Information Maximization: Using the I-Projection for Mixture Density Estimation Jan 23, 2020 Density Estimation Traffic Prediction
Code Code Available 5 Fast Kernel Density Estimation with Density Matrices and Random Fourier Features Aug 2, 2022 Density Estimation
Code Code Available 5 Learning to Generate with Memory Feb 24, 2016 Density Estimation Image Generation
Code Code Available 5 Generalized Distribution Prediction for Asset Returns Oct 15, 2024 Density Estimation Prediction
Code Code Available 5 Efficient Mixture Learning in Black-Box Variational Inference Jun 11, 2024 Density Estimation Variational Inference
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 A Triangular Network For Density Estimation Apr 30, 2020 Density Estimation
Code Code Available 5 Efficient and principled score estimation with Nyström kernel exponential families May 23, 2017 Computational Efficiency Denoising
Code Code Available 5 Efficient Out-of-Distribution Detection of Melanoma with Wavelet-based Normalizing Flows Aug 9, 2022 Density Estimation Out-of-Distribution Detection
Code Code Available 5 