Low-rank Characteristic Tensor Density Estimation Part II: Compression and Latent Density Estimation Jun 20, 2021 Anomaly Detection Density Estimation
Code Code Available Learning and Generalization in Overparameterized Normalizing Flows Jun 19, 2021 Density Estimation
Code Code Available A Flow-Based Neural Network for Time Domain Speech Enhancement Jun 16, 2021 Density Estimation Speech Enhancement
— Unverified Multi-Resolution Continuous Normalizing Flows Jun 15, 2021 Density Estimation GPU
Code Code Available Density-Based Bonuses on Learned Representations for Reward-Free Exploration in Deep Reinforcement Learning Jun 13, 2021 Deep Reinforcement Learning Density Estimation
— Unverified The DEformer: An Order-Agnostic Distribution Estimating Transformer Jun 13, 2021 Density Estimation
Code Code Available InFlow: Robust outlier detection utilizing Normalizing Flows Jun 10, 2021 Density Estimation Outlier Detection
Code Code Available GBHT: Gradient Boosting Histogram Transform for Density Estimation Jun 10, 2021 Anomaly Detection Density Estimation
— Unverified Soft Truncation: A Universal Training Technique of Score-based Diffusion Model for High Precision Score Estimation Jun 10, 2021 Density Estimation Image Generation
Code Code Available Tractable Density Estimation on Learned Manifolds with Conformal Embedding Flows Jun 9, 2021 Density Estimation
Code Code Available Distributed Mean-Field Density Estimation for Large-Scale Systems Jun 9, 2021 Density Estimation
— Unverified Marginalizable Density Models Jun 8, 2021 Density Estimation Imputation
Code Code Available Densely connected normalizing flows Jun 8, 2021 Density Estimation Image Generation
Code Code Available Density estimation on smooth manifolds with normalizing flows Jun 7, 2021 Density Estimation
— Unverified On Memorization in Probabilistic Deep Generative Models Jun 6, 2021 Density Estimation Memorization
Code Code Available Tractable Regularization of Probabilistic Circuits Jun 4, 2021 Density Estimation
— Unverified Semi-supervised Learning with Missing Values Imputation Jun 3, 2021 Classification Denoising
— Unverified Normalizing Flows for Knockoff-free Controlled Feature Selection Jun 3, 2021 Density Estimation feature selection
Code Code Available Improving Continuous Normalizing Flows using a Multi-Resolution Framework Jun 2, 2021 Density Estimation GPU
— Unverified Conformal Embedding Flows: Tractable Density Estimation on Learned Manifolds Jun 2, 2021 Density Estimation
— Unverified Manifold Density Estimation via Generalized Dequantization Jun 2, 2021 Density Estimation
— Unverified Rectangular Flows for Manifold Learning Jun 2, 2021 Density Estimation Out-of-Distribution Detection
Code Code Available Field Estimation using Robotic Swarms through Bayesian Regression and Mean-Field Feedback Jun 2, 2021 Density Estimation regression
— Unverified Physics-Guided Discovery of Highly Nonlinear Parametric Partial Differential Equations Jun 2, 2021 Density Estimation Model Optimization
Code Code Available End-To-End Deep Learning-Based Adaptation Control for Frequency-Domain Adaptive System Identification Jun 2, 2021 Density Estimation
— Unverified Feedback Interconnected Mean-Field Density Estimation and Control Jun 2, 2021 Density Estimation
— Unverified Deconvolutional Density Network: Modeling Free-Form Conditional Distributions May 29, 2021 Density Estimation Form
Code Code Available The Dark Machines Anomaly Score Challenge: Benchmark Data and Model Independent Event Classification for the Large Hadron Collider May 28, 2021 Anomaly Detection Density Estimation
Code Code Available Augmented KRnet for density estimation and approximation May 26, 2021 Density Estimation
— Unverified Density estimation on low-dimensional manifolds: an inflation-deflation approach May 25, 2021 Density Estimation
Code Code Available Mapping oil palm density at country scale: An active learning approach May 24, 2021 Active Learning Density Estimation
— Unverified Arbitrary Conditional Distributions with Energy May 21, 2021 Arbitrary Conditional Density Estimation Density Estimation
Code Code Available A generative nonparametric Bayesian model for whole genomes May 21, 2021 Density Estimation parameter estimation
Code Code Available Distribution Agnostic Symbolic Representations for Time Series Dimensionality Reduction and Online Anomaly Detection May 20, 2021 Anomaly Detection Clustering
Code Code Available Improved Exploring Starts by Kernel Density Estimation-Based State-Space Coverage Acceleration in Reinforcement Learning May 19, 2021 Density Estimation Reinforcement Learning (RL)
Code Code Available How is BERT surprised? Layerwise detection of linguistic anomalies May 16, 2021 Density Estimation
Code Code Available Scalable Personalised Item Ranking through Parametric Density Estimation May 11, 2021 Density Estimation Learning-To-Rank
— Unverified Interpretable Mixture Density Estimation by use of Differentiable Tree-module May 8, 2021 BIG-bench Machine Learning Density Estimation
— Unverified Consistent Density Estimation Under Discrete Mixture Models May 3, 2021 Density Estimation
— Unverified Unsupervised Anomaly Detection in MR Images using Multi-Contrast Information May 2, 2021 Anomaly Detection Density Estimation
— Unverified TREND: Truncated Generalized Normal Density Estimation of Inception Embeddings for GAN Evaluation Apr 30, 2021 Density Estimation Image Generation
— Unverified Establishing phone-pair co-usage by comparing mobility patterns Apr 23, 2021 Density Estimation
— Unverified Principal Component Density Estimation for Scenario Generation Using Normalizing Flows Apr 21, 2021 Density Estimation Image Generation
— Unverified Continual Learning with Fully Probabilistic Models Apr 19, 2021 Boundary Detection class-incremental learning
— Unverified Overcoming Catastrophic Forgetting with Gaussian Mixture Replay Apr 19, 2021 Continual Learning Density Estimation
— Unverified Deep Data Density Estimation through Donsker-Varadhan Representation Apr 14, 2021 Density Estimation
— Unverified Generalized Joint Probability Density Function Formulation inTurbulent Combustion using DeepONet Apr 5, 2021 Density Estimation
— Unverified Physics Informed Convex Artificial Neural Networks (PICANNs) for Optimal Transport based Density Estimation Apr 2, 2021 Density Estimation
Code Code Available MeanShift++: Extremely Fast Mode-Seeking With Applications to Segmentation and Object Tracking Apr 1, 2021 Clustering Density Estimation
— Unverified A Temporal Kernel Approach for Deep Learning with Continuous-time Information Mar 28, 2021 Deep Learning Density Estimation
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