Effective LHC measurements with matrix elements and machine learning Jun 4, 2019 BIG-bench Machine Learning Density Estimation
— Unverified Temporal Density Extrapolation using a Dynamic Basis Approach Jun 3, 2019 Density Estimation
— Unverified Smoothing Structured Decomposable Circuits Jun 1, 2019 Density Estimation
Code Code Available A Generative Adversarial Density Estimator Jun 1, 2019 Density Estimation Visual Dialog
— Unverified Crowd Counting and Density Estimation by Trellis Encoder-Decoder Networks Jun 1, 2019 Crowd Counting Decoder
— Unverified Leveraging Heterogeneous Auxiliary Tasks to Assist Crowd Counting Jun 1, 2019 Crowd Counting Density Estimation
— Unverified AlignFlow: Cycle Consistent Learning from Multiple Domains via Normalizing Flows May 30, 2019 Density Estimation Domain Adaptation
Code Code Available Kernel Conditional Density Operators May 27, 2019 Density Estimation Gaussian Processes
— Unverified A unified construction for series representations and finite approximations of completely random measures May 26, 2019 Clustering Density Estimation
— Unverified Bivariate Beta-LSTM May 25, 2019 Caption Generation Density Estimation
Code Code Available HINT: Hierarchical Invertible Neural Transport for Density Estimation and Bayesian Inference May 25, 2019 Bayesian Inference Density Estimation
Code Code Available Dirac Delta Regression: Conditional Density Estimation with Clinical Trials May 24, 2019 Causal Inference Density Estimation
Code Code Available Geometric Estimation of Multivariate Dependency May 21, 2019 Density Estimation
— Unverified Crowd Density Estimation using Novel Feature Descriptor May 15, 2019 Crowd Counting Density Estimation
— Unverified Deep Unsupervised Cardinality Estimation May 10, 2019 Density Estimation
Code Code Available Best-scored Random Forest Density Estimation May 9, 2019 Density Estimation
— Unverified Improving Discrete Latent Representations With Differentiable Approximation Bridges May 9, 2019 Density Estimation General Classification
— Unverified Generative Model with Dynamic Linear Flow May 8, 2019 Density Estimation model
Code Code Available Sum-of-Squares Polynomial Flow May 7, 2019 Density Estimation
Code Code Available Monge-Amp\`ere Flow for Generative Modeling May 1, 2019 Density Estimation
— Unverified Maximum a Posteriori on a Submanifold: a General Image Restoration Method with GAN May 1, 2019 Deblurring Denoising
— Unverified Detecting Adversarial Examples through Nonlinear Dimensionality Reduction Apr 30, 2019 Density Estimation Dimensionality Reduction
Code Code Available Crop yield probability density forecasting via quantile random forest and Epanechnikov Kernel function Apr 23, 2019 Decision Making Density Estimation
— Unverified Supervised Anomaly Detection based on Deep Autoregressive Density Estimators Apr 12, 2019 Anomaly Detection Density Estimation
— Unverified Autoregressive Energy Machines Apr 11, 2019 Density Estimation valid
Code Code Available Block Neural Autoregressive Flow Apr 9, 2019 Density Estimation Normalising Flows
Code Code Available Modeling a Hidden Dynamical System Using Energy Minimization and Kernel Density Estimates Apr 8, 2019 Density Estimation Trajectory Modeling
— Unverified Crowd Transformer Network Apr 4, 2019 Crowd Counting Density Estimation
— Unverified Nonparametric Density Estimation for High-Dimensional Data - Algorithms and Applications Mar 30, 2019 BIG-bench Machine Learning Clustering
— Unverified General Probabilistic Surface Optimization and Log Density Estimation Mar 25, 2019 Density Estimation
— Unverified Multi-Attribute Selectivity Estimation Using Deep Learning Mar 24, 2019 Attribute Deep Learning
— Unverified A RAD approach to deep mixture models Mar 18, 2019 Density Estimation
— Unverified Optimality of Maximum Likelihood for Log-Concave Density Estimation and Bounded Convex Regression Mar 13, 2019 Density Estimation regression
— Unverified Mixture Modeling of Global Shape Priors and Autoencoding Local Intensity Priors for Left Atrium Segmentation Mar 6, 2019 Density Estimation Image Segmentation
— Unverified Neural Empirical Bayes Mar 6, 2019 Denoising Density Estimation
— Unverified Conditional Density Estimation with Neural Networks: Best Practices and Benchmarks Mar 3, 2019 Density Estimation
Code Code Available Crowd Counting and Density Estimation by Trellis Encoder-Decoder Network Mar 3, 2019 Crowd Counting Decoder
— Unverified Curiosity-Driven Experience Prioritization via Density Estimation Feb 20, 2019 Density Estimation OpenAI Gym
— Unverified DEDPUL: Difference-of-Estimated-Densities-based Positive-Unlabeled Learning Feb 19, 2019 Binary Classification Density Estimation
Code Code Available Proper-Composite Loss Functions in Arbitrary Dimensions Feb 19, 2019 Density Estimation scoring rule
— Unverified Sub-linear Memory Sketches for Near Neighbor Search on Streaming Data Feb 18, 2019 compressed sensing Density Estimation
— Unverified Calculating CVaR and bPOE for Common Probability Distributions With Application to Portfolio Optimization and Density Estimation Feb 17, 2019 Density Estimation Portfolio Optimization
— Unverified Unpriortized Autoencoder For Image Generation Feb 12, 2019 Density Estimation Image Generation
— Unverified The Optimal Approximation Factor in Density Estimation Feb 10, 2019 Density Estimation
— Unverified Bayesian Nonparametric Adaptive Spectral Density Estimation for Financial Time Series Feb 9, 2019 Density Estimation Time Series
— Unverified Nonparametric Density Estimation & Convergence Rates for GANs under Besov IPM Losses Feb 9, 2019 Density Estimation
— Unverified Spectral-Spatial Diffusion Geometry for Hyperspectral Image Clustering Feb 8, 2019 Clustering Density Estimation
— Unverified Total stochastic gradient algorithms and applications in reinforcement learning Feb 5, 2019 Density Estimation reinforcement-learning
— Unverified Exchangeable Generative Models with Flow Scans Feb 5, 2019 Density Estimation
Code Code Available Meta-Amortized Variational Inference and Learning Feb 5, 2019 Clustering Density Estimation
Code Code Available 