| CREAM: Weakly Supervised Object Localization via Class RE-Activation Mapping | May 27, 2022 | ClusteringObject | CodeCode Available | 1 |
| Hierarchical Bayesian Modelling for Knowledge Transfer Across Engineering Fleets via Multitask Learning | Apr 26, 2022 | Asset ManagementManagement | CodeCode Available | 1 |
| Stress-Testing Point Cloud Registration on Automotive LiDAR | Apr 16, 2022 | Autonomous DrivingBenchmarking | CodeCode Available | 1 |
| Systems Biology: Identifiability analysis and parameter identification via systems-biology informed neural networks | Feb 3, 2022 | parameter estimation | CodeCode Available | 1 |
| Learning-Based Framework for Camera Calibration with Distortion Correction and High Precision Feature Detection | Feb 1, 2022 | Camera Calibrationdistortion correction | CodeCode Available | 1 |
| Exact linear reduction for rational dynamical systems | Jan 31, 2022 | parameter estimation | CodeCode Available | 1 |
| More layers! End-to-end regression and uncertainty on tabular data with deep learning | Dec 7, 2021 | parameter estimationregression | CodeCode Available | 1 |
| A generative nonparametric Bayesian model for whole genomes | Dec 1, 2021 | Density Estimationmodel | CodeCode Available | 1 |
| An Efficient Deep Learning Model for Automatic Modulation Recognition Based on Parameter Estimation and Transformation | Oct 11, 2021 | Automatic Modulation RecognitionIntelligent Communication | CodeCode Available | 1 |
| Mesh convolutional neural networks for wall shear stress estimation in 3D artery models | Sep 10, 2021 | parameter estimation | CodeCode Available | 1 |
| A guided edge-aware smoothing-sharpening filter based on patch interpolation model and generalized Gamma distribution | Jul 30, 2021 | Image Enhancementparameter estimation | CodeCode Available | 1 |
| Blind Room Parameter Estimation Using Multiple-Multichannel Speech Recordings | Jul 29, 2021 | parameter estimationSpeech Dereverberation | CodeCode Available | 1 |
| Contemporary Symbolic Regression Methods and their Relative Performance | Jul 29, 2021 | Benchmarkingparameter estimation | CodeCode Available | 1 |
| Real-time gravitational-wave science with neural posterior estimation | Jun 23, 2021 | parameter estimation | CodeCode Available | 1 |
| Non-negative matrix factorization algorithms greatly improve topic model fits | May 27, 2021 | parameter estimationTopic Models | CodeCode Available | 1 |
| A framework for data-driven solution and parameter estimation of PDEs using conditional generative adversarial networks | May 27, 2021 | Computational EfficiencyImage-to-Image Translation | CodeCode Available | 1 |
| A generative nonparametric Bayesian model for whole genomes | May 21, 2021 | Density Estimationparameter estimation | CodeCode Available | 1 |
| Deep Structural Estimation: With an Application to Option Pricing | Feb 18, 2021 | parameter estimation | CodeCode Available | 1 |
| NeRF--: Neural Radiance Fields Without Known Camera Parameters | Feb 14, 2021 | NeRFNovel View Synthesis | CodeCode Available | 1 |
| Memory AMP | Dec 20, 2020 | Denoisingparameter estimation | CodeCode Available | 1 |
| AMICI: High-Performance Sensitivity Analysis for Large Ordinary Differential Equation Models | Dec 16, 2020 | parameter estimationSensitivity | CodeCode Available | 1 |
| Guitar Effects Recognition and Parameter Estimation with Convolutional Neural Networks | Dec 6, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 |
| A User's Guide to Calibrating Robotics Simulators | Nov 17, 2020 | Decision Makingparameter estimation | CodeCode Available | 1 |
| LUCIDGames: onLine UnsCented Inverse Dynamic Games forAdaptive Trajectory Prediction and Planning | Nov 16, 2020 | Autonomous Drivingparameter estimation | CodeCode Available | 1 |
| Noise-Contrastive Estimation for Multivariate Point Processes | Nov 2, 2020 | parameter estimationPoint Processes | CodeCode Available | 1 |
