bigMap: Big Data Mapping with Parallelized t-SNE Dec 24, 2018 Clustering Density Estimation
— Unverified Hierarchical Discrete Distribution Decomposition for Match Density Estimation Dec 15, 2018 Density Estimation Optical Flow Estimation
Code Code Available Weakly supervised segment annotation via expectation kernel density estimation Dec 15, 2018 Density Estimation
— Unverified AdaFlow: Domain-Adaptive Density Estimator with Application to Anomaly Detection and Unpaired Cross-Domain Translation Dec 14, 2018 Anomaly Detection Density Estimation
— Unverified From Adaptive Kernel Density Estimation to Sparse Mixture Models Dec 11, 2018 Density Estimation
— Unverified Deep Homogeneous Mixture Models: Representation, Separation, and Approximation Dec 1, 2018 Density Estimation
— Unverified Black-Box Autoregressive Density Estimation for State-Space Models Nov 20, 2018 Bayesian Inference Deep Learning
— Unverified Finite Mixture Model of Nonparametric Density Estimation using Sampling Importance Resampling for Persistence Landscape Nov 17, 2018 Density Estimation
— Unverified PointConv: Deep Convolutional Networks on 3D Point Clouds Nov 17, 2018 3D Part Segmentation 3D Point Cloud Classification
Code Code Available A new approach for pedestrian density estimation using moving sensors and computer vision Nov 12, 2018 Density Estimation Pedestrian Density Estimation
— Unverified Density estimation for shift-invariant multidimensional distributions Nov 9, 2018 Density Estimation
— Unverified Bias and Generalization in Deep Generative Models: An Empirical Study Nov 8, 2018 Density Estimation Inductive Bias
Code Code Available How Well Generative Adversarial Networks Learn Distributions Nov 7, 2018 Density Estimation valid
— Unverified Dynamic Feature Acquisition Using Denoising Autoencoders Nov 3, 2018 Denoising Density Estimation
Code Code Available Neural Likelihoods via Cumulative Distribution Functions Nov 2, 2018 Density Estimation
Code Code Available Invertible Residual Networks Nov 2, 2018 Density Estimation General Classification
Code Code Available Learning Unsupervised Word Mapping by Maximizing Mean Discrepancy Nov 1, 2018 Cross-Lingual Word Embeddings Density Estimation
— Unverified Hybrid Generative-Discriminative Models for Inverse Materials Design Oct 31, 2018 Density Estimation
— Unverified Gaussian Process Conditional Density Estimation Oct 30, 2018 Density Estimation Few-Shot Learning
— Unverified Unsupervised Object Matching for Relational Data Oct 9, 2018 Density Estimation Object
— Unverified Deep Diffeomorphic Normalizing Flows Oct 8, 2018 Density Estimation Variational Inference
— Unverified Convergence of the Expectation-Maximization Algorithm Through Discrete-Time Lyapunov Stability Theory Oct 4, 2018 Clustering Density Estimation
— Unverified FFJORD: Free-form Continuous Dynamics for Scalable Reversible Generative Models Oct 2, 2018 Density Estimation Form
Code Code Available Extremely Randomized CNets for Multi-label Classification Oct 1, 2018 Classification Density Estimation
Code Code Available Frustratingly Easy Model Ensemble for Abstractive Summarization Oct 1, 2018 Abstractive Text Summarization Density Estimation
— Unverified Fast adversarial training for semi-supervised learning Sep 27, 2018 Density Estimation
— Unverified Monge-Ampère Flow for Generative Modeling Sep 26, 2018 Density Estimation
Code Code Available Multivariate control chart based on PCA mix for variable and attribute quality characteristics Sep 25, 2018 Attribute Density Estimation
— Unverified Counting the uncountable: deep semantic density estimation from Space Sep 19, 2018 Density Estimation Object
— Unverified Distances for WiFi Based Topological Indoor Mapping Sep 19, 2018 Density Estimation
— Unverified Variational Autoencoder with Implicit Optimal Priors Sep 14, 2018 Density Estimation
Code Code Available Traffic Density Estimation using a Convolutional Neural Network Sep 5, 2018 BIG-bench Machine Learning Density Estimation
— Unverified Stacked Pooling: Improving Crowd Counting by Boosting Scale Invariance Aug 22, 2018 Crowd Counting Density Estimation
Code Code Available Haze Density Estimation via Modeling of Scattering Coefficients of Iso-depth Regions Aug 19, 2018 Density Estimation
— Unverified In Defense of Single-column Networks for Crowd Counting Aug 18, 2018 Crowd Counting Data Augmentation
— Unverified Nonparametric Gaussian Mixture Models for the Multi-Armed Bandit Aug 8, 2018 Density Estimation Multi-Armed Bandits
Code Code Available Kernel Density Estimation-Based Markov Models with Hidden State Jul 30, 2018 Density Estimation Time Series Analysis
— Unverified Deep PDF: Probabilistic Surface Optimization and Density Estimation Jul 27, 2018 Decision Making Density Estimation
— Unverified Iterative Crowd Counting Jul 26, 2018 Crowd Counting Density Estimation
— Unverified Automatic Bayesian Density Analysis Jul 24, 2018 Anomaly Detection Bayesian Inference
— Unverified OPEM (Open Source PEM Fuel Cell Simulation Tool) Jul 22, 2018 Capacity Estimation Density Estimation
Code Code Available Continuous Assortment Optimization with Logit Choice Probabilities under Incomplete Information Jul 17, 2018 Assortment Optimization Density Estimation
— Unverified Glow: Generative Flow with Invertible 1x1 Convolutions Jul 9, 2018 Density Estimation Image Generation
Code Code Available Deep Density Destructors Jul 1, 2018 Density Estimation
Code Code Available Attention to Head Locations for Crowd Counting Jun 27, 2018 Crowd Counting Density Estimation
— Unverified Integral Privacy for Sampling Jun 13, 2018 Density Estimation Fairness
Code Code Available Conditional Noise-Contrastive Estimation of Unnormalised Models Jun 10, 2018 Density Estimation Open-Ended Question Answering
— Unverified Contextual Hourglass Networks for Segmentation and Density Estimation Jun 8, 2018 Density Estimation Image Segmentation
— Unverified Regularization by Denoising: Clarifications and New Interpretations Jun 6, 2018 Denoising Density Estimation
Code Code Available Neural-Kernelized Conditional Density Estimation Jun 5, 2018 Density Estimation Dimensionality Reduction
— Unverified 