An Alternative to EM for Gaussian Mixture Models: Batch and Stochastic Riemannian Optimization Jun 10, 2017 Density Estimation parameter estimation
Code Code Available 5 Fast Kernel Density Estimation with Density Matrices and Random Fourier Features Aug 2, 2022 Density Estimation
Code Code Available 5 Flowification: Everything is a Normalizing Flow May 30, 2022 Density Estimation
Code Code Available 5 On the representation and learning of monotone triangular transport maps Sep 22, 2020 Bayesian Inference Density Estimation
Code Code Available 5 Fast Dynamic Routing Based on Weighted Kernel Density Estimation May 28, 2018 Density Estimation Image Classification
Code Code Available 5 Laplace approximation for logistic Gaussian process density estimation and regression Nov 1, 2012 Bayesian Inference Density Estimation
Code Code Available 5 Beyond Classification: Definition and Density-based Estimation of Calibration in Object Detection Dec 11, 2023 Density Estimation Object
Code Code Available 5 Deep Density Destructors Jul 1, 2018 Density Estimation
Code Code Available 5 Beyond Counting: Comparisons of Density Maps for Crowd Analysis Tasks - Counting, Detection, and Tracking May 29, 2017 Density Estimation regression
Code Code Available 5 Learning from Sparse Offline Datasets via Conservative Density Estimation Jan 16, 2024 D4RL Density Estimation
Code Code Available 5 Extremely Randomized CNets for Multi-label Classification Oct 1, 2018 Classification Density Estimation
Code Code Available 5 ADVISE: ADaptive Feature Relevance and VISual Explanations for Convolutional Neural Networks Mar 2, 2022 Density Estimation image-classification
Code Code Available 5 Beyond the Benchmark: Detecting Diverse Anomalies in Videos Oct 3, 2023 Action Recognition Anomaly Detection
Code Code Available 5 Learning to Generate with Memory Feb 24, 2016 Density Estimation Image Generation
Code Code Available 5 Deep Learning for Music Jun 15, 2016 Deep Learning Density Estimation
Code Code Available 5 Bias and Generalization in Deep Generative Models: An Empirical Study Nov 8, 2018 Density Estimation Inductive Bias
Code Code Available 5 Less is KEN: a Universal and Simple Non-Parametric Pruning Algorithm for Large Language Models Feb 5, 2024 Density Estimation Network Pruning
Code Code Available 5 Fast ε-free Inference of Simulation Models with Bayesian Conditional Density Estimation May 20, 2016 Density Estimation
Code Code Available 5 Exploring the Training Robustness of Distributional Reinforcement Learning against Noisy State Observations Sep 17, 2021 Density Estimation Distributional Reinforcement Learning
Code Code Available 5 Expected Information Maximization: Using the I-Projection for Mixture Density Estimation Jan 23, 2020 Density Estimation Traffic Prediction
Code Code Available 5 Data Augmentation through Expert-guided Symmetry Detection to Improve Performance in Offline Reinforcement Learning Dec 18, 2021 Data Augmentation Density Estimation
Code Code Available 5 Exponential Family Model-Based Reinforcement Learning via Score Matching Dec 28, 2021 Density Estimation Model-based Reinforcement Learning
Code Code Available 5 Fast ε-free Inference of Simulation Models with Bayesian Conditional Density Estimation Dec 1, 2016 Density Estimation
Code Code Available 5 Log-concave density estimation in undirected graphical models Jun 10, 2022 Density Estimation
Code Code Available 5 Flow++: Improving Flow-Based Generative Models with Variational Dequantization and Architecture Design Feb 1, 2019 Computational Efficiency Density Estimation
Code Code Available 5 Estimating Probability Densities with Transformer and Denoising Diffusion Jul 22, 2024 Denoising Density Estimation
Code Code Available 5 Estimating Density Models with Truncation Boundaries using Score Matching Oct 9, 2019 Density Estimation Outlier Detection
Code Code Available 5 A Triangular Network For Density Estimation Apr 30, 2020 Density Estimation
Code Code Available 5 Estimating Feature-Label Dependence Using Gini Distance Statistics Jun 5, 2019 Density Estimation
Code Code Available 5 Evidence Networks: simple losses for fast, amortized, neural Bayesian model comparison May 18, 2023 Density Estimation
Code Code Available 5 Anomaly Detection Using Normalizing Flow-Based Density Estimation and Synthetic Defect Classification May 28, 2024 Anomaly Detection Classification
Code Code Available 5 Density Distribution-based Learning Framework for Addressing Online Continual Learning Challenges Nov 22, 2023 class-incremental learning Class Incremental Learning
Code Code Available 5 Enhancing Quantitative Image Synthesis through Pretraining and Resolution Scaling for Bone Mineral Density Estimation from a Plain X-ray Image Jul 30, 2024 Density Estimation Image Generation
Code Code Available 5 Entropy-Informed Weighting Channel Normalizing Flow Jul 6, 2024 Density Estimation
Code Code Available 5 Context-specific kernel-based hidden Markov model for time series analysis Jan 24, 2023 Density Estimation Time Series
Code Code Available 5 Mixtures of All Trees Feb 27, 2023 All Density Estimation
Code Code Available 5 ContextFlow++: Generalist-Specialist Flow-based Generative Models with Mixed-Variable Context Encoding Jun 2, 2024 Anomaly Detection Density Estimation
Code Code Available 5 Anomaly Detection with Variance Stabilized Density Estimation Jun 1, 2023 Anomaly Detection Density Estimation
Code Code Available 5 Density reconstruction from schlieren images through Bayesian nonparametric models Jan 13, 2022 BIG-bench Machine Learning Density Estimation
Code Code Available 5 BMD-GAN: Bone mineral density estimation using x-ray image decomposition into projections of bone-segmented quantitative computed tomography using hierarchical learning Jul 7, 2022 Density Estimation Generative Adversarial Network
Code Code Available 5 AD-DMKDE: Anomaly Detection through Density Matrices and Fourier Features Oct 26, 2022 Anomaly Detection Density Estimation
Code Code Available 5 Efficient Mixture Learning in Black-Box Variational Inference Jun 11, 2024 Density Estimation Variational Inference
Code Code Available 5 Bone mineral density estimation from a plain X-ray image by learning decomposition into projections of bone-segmented computed tomography Jul 21, 2023 Density Estimation Diagnostic
Code Code Available 5 Asymmetric Variational Autoencoders Nov 20, 2017 Density Estimation Variational Inference
Code Code Available 5 MultiplexNet: Towards Fully Satisfied Logical Constraints in Neural Networks Nov 2, 2021 Density Estimation
Code Code Available 5 Efficient Neural Network Approaches for Conditional Optimal Transport with Applications in Bayesian Inference Oct 25, 2023 Bayesian Inference Computational Efficiency
Code Code Available 5 Boosted Generative Models Feb 27, 2017 Density Estimation General Classification
Code Code Available 5 Multi-Resolution Continuous Normalizing Flows Jun 15, 2021 Density Estimation GPU
Code Code Available 5 Structured Recognition for Generative Models with Explaining Away Sep 12, 2022 Density Estimation Hippocampus
Code Code Available 5 Efficient and principled score estimation with Nyström kernel exponential families May 23, 2017 Computational Efficiency Denoising
Code Code Available 5 