Crowd Counting via Adversarial Cross-Scale Consistency Pursuit Jun 1, 2018 Crowd Counting Density Estimation
Code Code Available Inverting Supervised Representations with Autoregressive Neural Density Models Jun 1, 2018 Density Estimation
— Unverified Fast Dynamic Routing Based on Weighted Kernel Density Estimation May 28, 2018 Density Estimation Image Classification
Code Code Available Amortized Inference Regularization May 23, 2018 Density Estimation Representation Learning
— Unverified Nonparametric Density Estimation under Adversarial Losses May 22, 2018 Density Estimation
— Unverified Deep Energy Estimator Networks May 21, 2018 Denoising Density Estimation
Code Code Available A One-Class Classification Decision Tree Based on Kernel Density Estimation May 14, 2018 Density Estimation General Classification
— Unverified Normal Similarity Network for Generative Modelling May 14, 2018 Density Estimation Image Generation
— Unverified ABC-CDE: Towards Approximate Bayesian Computation with Complex High-Dimensional Data and Limited Simulations May 14, 2018 Density Estimation
Code Code Available Density Forecasts in Panel Data Models: A Semiparametric Bayesian Perspective May 10, 2018 Density Estimation Time Series
— Unverified Learning Short-Cut Connections for Object Counting May 8, 2018 Density Estimation Object
— Unverified Fast and Efficient Depth Map Estimation from Light Fields May 1, 2018 CPU Density Estimation
— Unverified Convergence guarantees for a class of non-convex and non-smooth optimization problems Apr 25, 2018 Density Estimation
— Unverified A-CCNN: adaptive ccnn for density estimation and crowd counting Apr 19, 2018 Crowd Counting Density Estimation
— Unverified Hierarchical correlation reconstruction with missing data, for example for biology-inspired neuron Apr 17, 2018 Density Estimation Imputation
— Unverified RFCDE: Random Forests for Conditional Density Estimation Apr 16, 2018 Density Estimation General Classification
Code Code Available From CDF to PDF --- A Density Estimation Method for High Dimensional Data Apr 15, 2018 Density Estimation
— Unverified Neural Autoregressive Flows Apr 3, 2018 Density Estimation Speech Synthesis
Code Code Available Dihedral angle prediction using generative adversarial networks Mar 29, 2018 Density Estimation Generative Adversarial Network
— Unverified Graphite: Iterative Generative Modeling of Graphs Mar 28, 2018 Density Estimation General Classification
Code Code Available Geometric and Physical Constraints for Drone-Based Head Plane Crowd Density Estimation Mar 23, 2018 Density Estimation
— Unverified Boosted Density Estimation Remastered Mar 22, 2018 Density Estimation Generative Adversarial Network
— Unverified Nonparametric Risk Assessment and Density Estimation for Persistence Landscapes Mar 9, 2018 Density Estimation
— Unverified Near-Linear Time Local Polynomial Nonparametric Estimation with Box Kernels Feb 26, 2018 Density Estimation regression
— Unverified Density-aware Single Image De-raining using a Multi-stream Dense Network Feb 21, 2018 Density Estimation Single Image Deraining
Code Code Available "Dependency Bottleneck" in Auto-encoding Architectures: an Empirical Study Feb 15, 2018 Density Estimation
— Unverified Image Transformer Feb 15, 2018 Decoder Density Estimation
— Unverified Conditional Density Estimation with Bayesian Normalising Flows Feb 14, 2018 Density Estimation Normalising Flows
— Unverified Transformation Autoregressive Networks Jan 30, 2018 Density Estimation Outlier Detection
— Unverified Some techniques in density estimation Jan 11, 2018 BIG-bench Machine Learning Density Estimation
— Unverified Scalable high-resolution forecasting of sparse spatiotemporal events with kernel methods: a winning solution to the NIJ "Real-Time Crime Forecasting Challenge" Jan 9, 2018 Density Estimation Gaussian Processes
Code Code Available PHOENICS: A universal deep Bayesian optimizer Jan 4, 2018 Bayesian Optimization Density Estimation
Code Code Available WHAT ARE GANS USEFUL FOR? Jan 1, 2018 Density Estimation
— Unverified Learning Deep Generative Models With Discrete Latent Variables Jan 1, 2018 Density Estimation
— Unverified Deep Autoencoding Gaussian Mixture Model for Unsupervised Anomaly Detection Jan 1, 2018 Anomaly Detection Density Estimation
Code Code Available PixelSNAIL: An Improved Autoregressive Generative Model Dec 28, 2017 Density Estimation Image Generation
Code Code Available Merging K-means with hierarchical clustering for identifying general-shaped groups Dec 23, 2017 Clustering Density Estimation
— Unverified DecideNet: Counting Varying Density Crowds Through Attention Guided Detection and Density Estimation Dec 18, 2017 Crowd Counting Density Estimation
Code Code Available Communication-Efficient Distributed Learning of Discrete Distributions Dec 1, 2017 Density Estimation
— Unverified Convergence rates of a partition based Bayesian multivariate density estimation method Dec 1, 2017 Density Estimation
— Unverified The Expxorcist: Nonparametric Graphical Models Via Conditional Exponential Densities Dec 1, 2017 Density Estimation Form
— Unverified MR image reconstruction using deep density priors Nov 30, 2017 Density Estimation Image Reconstruction
— Unverified Hierarchical Policy Search via Return-Weighted Density Estimation Nov 28, 2017 Density Estimation Motion Planning
— Unverified Generative Interest Estimation for Document Recommendations Nov 28, 2017 Density Estimation Recommendation Systems
— Unverified Asymmetric Variational Autoencoders Nov 20, 2017 Density Estimation Variational Inference
Code Code Available Rate-optimal Meta Learning of Classification Error Oct 31, 2017 Classification Density Estimation
— Unverified Few-shot Autoregressive Density Estimation: Towards Learning to Learn Distributions Oct 27, 2017 Density Estimation Image Generation
— Unverified Deep Spatial Regression Model for Image Crowd Counting Oct 26, 2017 Crowd Counting Density Estimation
— Unverified Automatic Salient Object Detection for Panoramic Images Using Region Growing and Fixation Prediction Model Oct 10, 2017 Density Estimation object-detection
— Unverified Learnable Explicit Density for Continuous Latent Space and Variational Inference Oct 6, 2017 Density Estimation Variational Inference
— Unverified 