| Learning-Based Framework for Camera Calibration with Distortion Correction and High Precision Feature Detection | Feb 1, 2022 | Camera Calibrationdistortion correction | CodeCode Available | 1 |
| Black-box Bayesian inference for economic agent-based models | Feb 1, 2022 | Bayesian InferenceBenchmarking | —Unverified | 0 |
| AdaAnn: Adaptive Annealing Scheduler for Probability Density Approximation | Feb 1, 2022 | Computational Efficiencyparameter estimation | CodeCode Available | 0 |
| Exact linear reduction for rational dynamical systems | Jan 31, 2022 | parameter estimation | CodeCode Available | 1 |
| Approximate Bayesian Computation Based on Maxima Weighted Isolation Kernel Mapping | Jan 30, 2022 | parameter estimation | —Unverified | 0 |
| A Review on Deep-Learning Algorithms for Fetal Ultrasound-Image Analysis | Jan 28, 2022 | Deep LearningMedical Image Analysis | —Unverified | 0 |
| Covert Communications through Imperfect Cancellation | Jan 25, 2022 | parameter estimation | —Unverified | 0 |
| Augmented RBMLE-UCB Approach for Adaptive Control of Linear Quadratic Systems | Jan 25, 2022 | parameter estimationThompson Sampling | —Unverified | 0 |
| Analytic Mutual Information in Bayesian Neural Networks | Jan 24, 2022 | Active Learningparameter estimation | —Unverified | 0 |
| Semi-Supervised Adversarial Recognition of Refined Window Structures for Inverse Procedural Façade Modeling | Jan 22, 2022 | Generative Adversarial Networkparameter estimation | —Unverified | 0 |
| Debiased Graph Neural Networks with Agnostic Label Selection Bias | Jan 19, 2022 | parameter estimationSelection bias | —Unverified | 0 |
| Encoding large information structures in linear algebra and statistical models | Jan 15, 2022 | Dimensionality Reductionparameter estimation | CodeCode Available | 0 |
| Common Phone: A Multilingual Dataset for Robust Acoustic Modelling | Jan 15, 2022 | Acoustic Modellingparameter estimation | CodeCode Available | 0 |
| Active Learning-Based Multistage Sequential Decision-Making Model with Application on Common Bile Duct Stone Evaluation | Jan 13, 2022 | Active LearningDecision Making | —Unverified | 0 |
| Joint Transmit and Reflective Beamformer Design for Secure Estimation in IRS-Aided WSNs | Jan 12, 2022 | parameter estimation | —Unverified | 0 |
| Boosted-SpringDTW for Comprehensive Feature Extraction of Physiological Signals | Jan 11, 2022 | Dynamic Time Warpingparameter estimation | —Unverified | 0 |
| Robust classification with flexible discriminant analysis in heterogeneous data | Jan 9, 2022 | Classificationparameter estimation | CodeCode Available | 0 |
| Fast Learning of MNL Model from General Partial Rankings with Application to Network Formation Modeling | Dec 31, 2021 | Discrete Choice Modelsparameter estimation | CodeCode Available | 0 |
| Globally convergent visual-feature range estimation with biased inertial measurements | Dec 23, 2021 | parameter estimation | —Unverified | 0 |
| Crash Data Augmentation Using Conditional Generative Adversarial Networks (CGAN) for Improving Safety Performance Functions | Dec 21, 2021 | Data Augmentationparameter estimation | —Unverified | 0 |
| Detecting Model Misspecification in Amortized Bayesian Inference with Neural Networks | Dec 16, 2021 | Bayesian InferenceDecision Making | CodeCode Available | 0 |
| Channel Parameter Estimation in the Presence of Phase Noise Based on Maximum Correntropy Criterion | Dec 15, 2021 | parameter estimation | —Unverified | 0 |
| Robust factored principal component analysis for matrix-valued outlier accommodation and detection | Dec 13, 2021 | Dimensionality ReductionOutlier Detection | —Unverified | 0 |
| Adaptive calibration of Heston Model using PCRLB based switching Filter | Dec 8, 2021 | parameter estimationState Estimation | —Unverified | 0 |
| More layers! End-to-end regression and uncertainty on tabular data with deep learning | Dec 7, 2021 | parameter estimationregression | CodeCode Available | 1 |