Using Depth for Pixel-Wise Detection of Adversarial Attacks in Crowd Counting Nov 26, 2019 Crowd Counting Density Estimation
— Unverified Learning to Optimize Variational Quantum Circuits to Solve Combinatorial Problems Nov 25, 2019 Combinatorial Optimization Density Estimation
Code Code Available Histogram Transform Ensembles for Density Estimation Nov 24, 2019 Density Estimation
— Unverified Sparse Density Estimation with Measurement Errors Nov 14, 2019 Density Estimation
— Unverified Selective machine learning of doubly robust functionals Nov 5, 2019 BIG-bench Machine Learning Causal Inference
— Unverified Efficiently Learning Structured Distributions from Untrusted Batches Nov 5, 2019 Density Estimation
— Unverified Neural Density Estimation and Likelihood-free Inference Oct 29, 2019 BIG-bench Machine Learning Density Estimation
— Unverified Nested conformal prediction and quantile out-of-bag ensemble methods Oct 23, 2019 Conformal Prediction Density Estimation
Code Code Available Robust modal regression with direct log-density derivative estimation Oct 18, 2019 Density Estimation regression
— Unverified Kernel density estimation based sampling for imbalanced class distribution Oct 17, 2019 Density Estimation Fraud Detection
— Unverified Obfuscation via Information Density Estimation Oct 17, 2019 Density Estimation
— Unverified Variationally Inferred Sampling Through a Refined Bound Oct 16, 2019 Bayesian Inference Density Estimation
Code Code Available Adaptive Transfer Learning of Multi-View Time Series Classification Oct 14, 2019 Classification Density Estimation
— Unverified Estimating Density Models with Truncation Boundaries using Score Matching Oct 9, 2019 Density Estimation Outlier Detection
Code Code Available Negative Sampling in Variational Autoencoders Oct 7, 2019 Density Estimation Out-of-Distribution Generalization
— Unverified FIS-GAN: GAN with Flow-based Importance Sampling Oct 6, 2019 Density Estimation Stochastic Optimization
— Unverified Relational Attention Network for Crowd Counting Oct 1, 2019 Crowd Counting Density Estimation
— Unverified Attentional Neural Fields for Crowd Counting Oct 1, 2019 Crowd Counting Decoder
— Unverified Relaxing Bijectivity Constraints with Continuously Indexed Normalising Flows Sep 30, 2019 Density Estimation Normalising Flows
Code Code Available Neural Canonical Transformation with Symplectic Flows Sep 30, 2019 Density Estimation
Code Code Available Localised Generative Flows Sep 25, 2019 Density Estimation Normalising Flows
— Unverified Anomaly Detection Based on Unsupervised Disentangled Representation Learning in Combination with Manifold Learning Sep 25, 2019 Anomaly Detection Density Estimation
— Unverified Evidence-Aware Entropy Decomposition For Active Deep Learning Sep 25, 2019 Deep Learning Density Estimation
— Unverified Online Semi-Supervised Concept Drift Detection with Density Estimation Sep 25, 2019 Density Estimation Drift Detection
— Unverified PDE-Inspired Algorithms for Semi-Supervised Learning on Point Clouds Sep 23, 2019 Density Estimation
— Unverified 