| The Virtual Patch Clamp: Imputing C. elegans Membrane Potentials from Calcium Imaging | Jul 24, 2019 | Imputationparameter estimation | —Unverified | 0 |
| Open DNN Box by Power Side-Channel Attack | Jul 21, 2019 | parameter estimation | —Unverified | 0 |
| Least Angle Regression in Tangent Space and LASSO for Generalized Linear Models | Jul 18, 2019 | Model Selectionparameter estimation | —Unverified | 0 |
| Estimation and Feature Selection in Mixtures of Generalized Linear Experts Models | Jul 14, 2019 | Clusteringfeature selection | CodeCode Available | 0 |
| Diverse Trajectory Forecasting with Determinantal Point Processes | Jul 11, 2019 | Autonomous VehiclesDiversity | —Unverified | 0 |
| Convergence Rates for Gaussian Mixtures of Experts | Jul 9, 2019 | parameter estimation | —Unverified | 0 |
| An Experimental-based Review of Image Enhancement and Image Restoration Methods for Underwater Imaging | Jul 7, 2019 | Image EnhancementImage Restoration | CodeCode Available | 0 |
| Equation Discovery for Nonlinear System Identification | Jul 1, 2019 | Equation Discoveryparameter estimation | —Unverified | 0 |
| Parameter Estimation and Uncertainty Quantification for Systems Biology Models | Jun 26, 2019 | Bayesian Inferenceparameter estimation | —Unverified | 0 |
| Meta-Model Framework for Surrogate-Based Parameter Estimation in Dynamical Systems | Jun 21, 2019 | parameter estimation | —Unverified | 0 |
| Efficient two step optimization for large embedded deformation graph based SLAM | Jun 20, 2019 | parameter estimationVocal Bursts Valence Prediction | —Unverified | 0 |
| Multiscale Nakagami parametric imaging for improved liver tumor localization | Jun 11, 2019 | parameter estimation | —Unverified | 0 |
| From Caesar Cipher to Unsupervised Learning: A New Method for Classifier Parameter Estimation | Jun 6, 2019 | Binary ClassificationGeneral Classification | —Unverified | 0 |
| Hierarchical Bayesian myocardial perfusion quantification | Jun 6, 2019 | Bayesian Inferenceparameter estimation | —Unverified | 0 |
| A General O(n^2) Hyper-Parameter Optimization for Gaussian Process Regression with Cross-Validation and Non-linearly Constrained ADMM | Jun 6, 2019 | parameter estimation | —Unverified | 0 |
| 4-D Scene Alignment in Surveillance Video | Jun 4, 2019 | Camera Calibrationparameter estimation | —Unverified | 0 |
| Optimal Learning of Mallows Block Model | Jun 3, 2019 | modelparameter estimation | —Unverified | 0 |
| Bayesian Learning for Neural Dependency Parsing | Jun 1, 2019 | Dependency Parsingparameter estimation | —Unverified | 0 |
| Synthesizing Datalog Programs Using Numerical Relaxation | Jun 1, 2019 | parameter estimationProgram Synthesis | —Unverified | 0 |
| PDE Acceleration for Active Contours | Jun 1, 2019 | parameter estimation | —Unverified | 0 |
| Deep Global Generalized Gaussian Networks | Jun 1, 2019 | parameter estimationRolling Shutter Correction | CodeCode Available | 0 |
| Physics-as-Inverse-Graphics: Unsupervised Physical Parameter Estimation from Video | May 27, 2019 | Inductive BiasModel Predictive Control | CodeCode Available | 0 |
| Interactive Differentiable Simulation | May 26, 2019 | Model Predictive Controlparameter estimation | CodeCode Available | 2 |
| Blind identification of stochastic block models from dynamical observations | May 22, 2019 | parameter estimationStochastic Block Model | —Unverified | 0 |
| Effective parameter estimation methods for an ExcitNet model in generative text-to-speech systems | May 21, 2019 | parameter estimationSpeech Synthesis | CodeCode Available | 0 |
