Plots of the cumulative differences between observed and expected values of ordered Bernoulli variates Jun 3, 2020 Density Estimation
— Unverified Graphical Normalizing Flows Jun 3, 2020 Density Estimation
Code Code Available Unsupervised Discretization by Two-dimensional MDL-based Histogram Jun 2, 2020 Density Estimation Model Selection
Code Code Available An efficient manifold density estimator for all recommendation systems Jun 2, 2020 All Density Estimation
Code Code Available Fully probabilistic quasar continua predictions near Lyman-α with conditional neural spline flows May 31, 2020 Density Estimation
Code Code Available OT-Flow: Fast and Accurate Continuous Normalizing Flows via Optimal Transport May 29, 2020 Density Estimation
Code Code Available Euclideanizing Flows: Diffeomorphic Reduction for Learning Stable Dynamical Systems May 27, 2020 Density Estimation
Code Code Available Consistent and Flexible Selectivity Estimation for High-Dimensional Data May 20, 2020 Data Integration Density Estimation
Code Code Available Learning Deep Models from Synthetic Data for Extracting Dolphin Whistle Contours May 18, 2020 Density Estimation
— Unverified Variational Hyper-Encoding Networks May 18, 2020 Decoder Density Estimation
— Unverified HOG, LBP and SVM based Traffic Density Estimation at Intersection May 4, 2020 Density Estimation Management
Code Code Available Sum-Product-Transform Networks: Exploiting Symmetries using Invertible Transformations May 4, 2020 Anomaly Detection Density Estimation
Code Code Available A Triangular Network For Density Estimation Apr 30, 2020 Density Estimation
Code Code Available A new effective and efficient measure for outlying aspect mining Apr 28, 2020 Density Estimation
— Unverified Deep Photon Mapping Apr 25, 2020 Denoising Density Estimation
— Unverified Conditional Variational Image Deraining Apr 23, 2020 Density Estimation Rain Removal
Code Code Available Roundtrip: A Deep Generative Neural Density Estimator Apr 20, 2020 BIG-bench Machine Learning Density Estimation
Code Code Available Robust Density Estimation under Besov IPM Losses Apr 18, 2020 Density Estimation
— Unverified Anomaly Detection in Trajectory Data with Normalizing Flows Apr 13, 2020 Anomaly Detection Density Estimation
— Unverified Decoupling Global and Local Representations via Invertible Generative Flows Apr 12, 2020 Decoder Density Estimation
Code Code Available Exemplar VAE: Linking Generative Models, Nearest Neighbor Retrieval, and Data Augmentation Apr 9, 2020 Data Augmentation Density Estimation
Code Code Available Normalizing Flows with Multi-Scale Autoregressive Priors Apr 8, 2020 Density Estimation Image Generation
Code Code Available TraDE: Transformers for Density Estimation Apr 6, 2020 Density Estimation Out-of-Distribution Detection
— Unverified Flows for simultaneous manifold learning and density estimation Mar 31, 2020 Denoising Density Estimation
Code Code Available CNN-based Density Estimation and Crowd Counting: A Survey Mar 28, 2020 Crowd Counting Density Estimation
Code Code Available Unpacking Information Bottlenecks: Unifying Information-Theoretic Objectives in Deep Learning Mar 27, 2020 Deep Learning Density Estimation
— Unverified Gryffin: An algorithm for Bayesian optimization of categorical variables informed by expert knowledge Mar 26, 2020 Bayesian Optimization Density Estimation
— Unverified Nearest Neighbor Dirichlet Mixtures Mar 17, 2020 Density Estimation Uncertainty Quantification
Code Code Available Multilevel Monte Carlo with Numerical Smoothing for Robust and Efficient Computation of Probabilities and Densities Mar 12, 2020 Density Estimation Numerical Integration
— Unverified Interpolation Technique to Speed Up Gradients Propagation in Neural ODEs Mar 11, 2020 Density Estimation
Code Code Available Noise Estimation Using Density Estimation for Self-Supervised Multimodal Learning Mar 6, 2020 Density Estimation Noise Estimation
Code Code Available Optimally adaptive Bayesian spectral density estimation for stationary and nonstationary processes Mar 4, 2020 Density Estimation Time Series
— Unverified NAS-Count: Counting-by-Density with Neural Architecture Search Feb 29, 2020 Crowd Counting Decoder
— Unverified Gradient Boosted Normalizing Flows Feb 27, 2020 Density Estimation Variational Inference
Code Code Available Modeling Continuous Stochastic Processes with Dynamic Normalizing Flows Feb 24, 2020 Density Estimation Irregular Time Series
Code Code Available Estimating a Null Model of Scientific Image Reuse to Support Research Integrity Investigations Feb 22, 2020 Density Estimation
— Unverified VFlow: More Expressive Generative Flows with Variational Data Augmentation Feb 22, 2020 Density Estimation Image Generation
Code Code Available Kernel interpolation with continuous volume sampling Feb 22, 2020 Density Estimation Point Processes
— Unverified Likelihood-free inference of experimental Neutrino Oscillations using Neural Spline Flows Feb 21, 2020 BIG-bench Machine Learning Density Estimation
— Unverified Gaussian Mixture Reduction with Composite Transportation Divergence Feb 19, 2020 Clustering Computational Efficiency
Code Code Available Schoenberg-Rao distances: Entropy-based and geometry-aware statistical Hilbert distances Feb 19, 2020 BIG-bench Machine Learning Density Estimation
Code Code Available On the Discrepancy between Density Estimation and Sequence Generation Feb 17, 2020 Density Estimation Machine Translation
— Unverified Latent Variable Modelling with Hyperbolic Normalizing Flows Feb 15, 2020 Density Estimation Variational Inference
Code Code Available Universal Value Density Estimation for Imitation Learning and Goal-Conditioned Reinforcement Learning Feb 15, 2020 Density Estimation Imitation Learning
Code Code Available Average-case Acceleration Through Spectral Density Estimation Feb 12, 2020 Density Estimation regression
— Unverified Asymmetric Cell Transmission Model-Based, Ramp-Connected Robust Traffic Density Estimation under Bounded Disturbances Feb 10, 2020 Density Estimation
— Unverified Cross-modal variational inference for bijective signal-symbol translation Feb 10, 2020 Audio Generation Density Estimation
— Unverified Characterizing Structural Regularities of Labeled Data in Overparameterized Models Feb 8, 2020 Density Estimation Out-of-Distribution Detection
Code Code Available How to train your neural ODE: the world of Jacobian and kinetic regularization Feb 7, 2020 Density Estimation Image Generation
Code Code Available Stochastic geometry to generalize the Mondrian Process Feb 3, 2020 Bayesian Optimization BIG-bench Machine Learning
— Unverified 