| Composite Adaptive Control for Time-varying Systems with Dual Adaptation | Jun 3, 2022 | parameter estimation | —Unverified | 0 |
| Leveraging Systematic Knowledge of 2D Transformations | Jun 2, 2022 | image-classificationImage Classification | —Unverified | 0 |
| Minimax Optimal Online Imitation Learning via Replay Estimation | May 30, 2022 | continuous-controlContinuous Control | CodeCode Available | 0 |
| Deep Learning-based Spatially Explicit Emulation of an Agent-Based Simulator for Pandemic in a City | May 28, 2022 | parameter estimation | —Unverified | 0 |
| CREAM: Weakly Supervised Object Localization via Class RE-Activation Mapping | May 27, 2022 | ClusteringObject | CodeCode Available | 1 |
| Consistent and fast inference in compartmental models of epidemics using Poisson Approximate Likelihoods | May 26, 2022 | Bayesian Inferenceparameter estimation | CodeCode Available | 0 |
| Optimal Neural Network Approximation of Wasserstein Gradient Direction via Convex Optimization | May 26, 2022 | Bayesian Inferenceparameter estimation | CodeCode Available | 0 |
| From Pedestrian Detection to Crosswalk Estimation: An EM Algorithm and Analysis on Diverse Datasets | May 25, 2022 | parameter estimationPedestrian Detection | —Unverified | 0 |
| EvoVGM: a Deep Variational Generative Model for Evolutionary Parameter Estimation | May 25, 2022 | parameter estimation | CodeCode Available | 0 |
| Beyond EM Algorithm on Over-specified Two-Component Location-Scale Gaussian Mixtures | May 23, 2022 | Open-Ended Question Answeringparameter estimation | —Unverified | 0 |
| Approximate Message Passing with Parameter Estimation for Heavily Quantized Measurements | May 20, 2022 | Computational Efficiencyparameter estimation | CodeCode Available | 0 |
| Breaking the T Barrier: Instance-Independent Logarithmic Regret in Stochastic Contextual Linear Bandits | May 19, 2022 | Multi-Armed Banditsparameter estimation | —Unverified | 0 |
| Markov Chain Monte Carlo for Continuous-Time Switching Dynamical Systems | May 18, 2022 | parameter estimationTime Series | —Unverified | 0 |
| An Exponentially Increasing Step-size for Parameter Estimation in Statistical Models | May 16, 2022 | parameter estimation | —Unverified | 0 |
| RISP: Rendering-Invariant State Predictor with Differentiable Simulation and Rendering for Cross-Domain Parameter Estimation | May 11, 2022 | Imitation Learningparameter estimation | —Unverified | 0 |
| Choice of training label matters: how to best use deep learning for quantitative MRI parameter estimation | May 11, 2022 | parameter estimationQuantitative MRI | CodeCode Available | 0 |
| Differentiable Electron Microscopy Simulation: Methods and Applications for Visualization | May 8, 2022 | Denoisingparameter estimation | —Unverified | 0 |
| Acoustic echo suppression using a learning-based multi-frame minimum variance distortionless response filter | May 7, 2022 | parameter estimationSpeech Enhancement | —Unverified | 0 |
| DeepBayes -- an estimator for parameter estimation in stochastic nonlinear dynamical models | May 4, 2022 | parameter estimation | —Unverified | 0 |
| Statistical applications of contrastive learning | Apr 29, 2022 | Bayesian InferenceContrastive Learning | —Unverified | 0 |
| Sensing RISs: Enabling Dimension-Independent CSI Acquisition for Beamforming | Apr 28, 2022 | parameter estimation | —Unverified | 0 |
| Hierarchical Bayesian Modelling for Knowledge Transfer Across Engineering Fleets via Multitask Learning | Apr 26, 2022 | Asset ManagementManagement | CodeCode Available | 1 |
| Estimating the Resize Parameter in End-to-end Learned Image Compression | Apr 26, 2022 | Image Compressionparameter estimation | CodeCode Available | 0 |
| Beyond the density operator and Tr(ρA): Exploiting the higher-order statistics of random-coefficient pure states for quantum information processing | Apr 21, 2022 | parameter estimation | —Unverified | 0 |
| Joint state and parameter estimation based on constrained zonotopes | Apr 20, 2022 | parameter estimationState Estimation | —Unverified | 0 |
| Extraction of Unaliased High-Frequency Micro-Doppler Signature using FMCW radar | Apr 20, 2022 | parameter estimationVocal Bursts Intensity Prediction | —Unverified | 0 |
| Enveloped Sinusoid Parseval Frames | Apr 18, 2022 | parameter estimation | —Unverified | 0 |
| Structured Covariance Matrix Estimation for Noise-Type Radars | Apr 16, 2022 | parameter estimationVocal Bursts Type Prediction | —Unverified | 0 |
| Stress-Testing Point Cloud Registration on Automotive LiDAR | Apr 16, 2022 | Autonomous DrivingBenchmarking | CodeCode Available | 1 |
| Deep learning based closed-loop optimization of geothermal reservoir production | Apr 15, 2022 | Deep LearningManagement | —Unverified | 0 |
| High-Frequency-Based Volatility Model with Network Structure | Apr 14, 2022 | modelparameter estimation | —Unverified | 0 |
| The Rise of Intelligent Reflecting Surfaces in Integrated Sensing and Communications Paradigms | Apr 14, 2022 | ISACparameter estimation | —Unverified | 0 |
| An alternative approach for distributed parameter estimation under Gaussian settings | Apr 14, 2022 | parameter estimation | —Unverified | 0 |
| Estimation of stellar atmospheric parameters from LAMOST DR8 low-resolution spectra with 20SNR<30 | Apr 13, 2022 | parameter estimation | —Unverified | 0 |
| Robust online joint state/input/parameter estimation of linear systems | Apr 12, 2022 | parameter estimationregression | —Unverified | 0 |
| Bayesian Parameter Estimation for Dynamical Models in Systems Biology | Apr 11, 2022 | parameter estimationUncertainty Quantification | CodeCode Available | 0 |
| An Optimal Experimental Design Approach for Light Configurations in Photometric Stereo | Apr 11, 2022 | Experimental Designparameter estimation | —Unverified | 0 |
| Online Adaptive Identification of Switched Affine Systems Using a Two-Tier Filter Architecture with Memory | Apr 7, 2022 | parameter estimation | —Unverified | 0 |
| A Set Membership Approach to Discovering Feature Relevance and Explaining Neural Classifier Decisions | Apr 5, 2022 | parameter estimation | —Unverified | 0 |
| Capturing positive network attributes during the estimation of recursive logit models: A prism-based approach | Apr 4, 2022 | parameter estimation | —Unverified | 0 |
| An Approximate MSE Expression for Maximum Likelihood and Other Implicitly Defined Estimators of Non-Random Parameters (extended version) | Apr 1, 2022 | parameter estimation | —Unverified | 0 |
| A Statistical Decision-Theoretical Perspective on the Two-Stage Approach to Parameter Estimation | Mar 31, 2022 | Model Optimizationparameter estimation | —Unverified | 0 |
| On Estimating the Autoregressive Coefficients of Time-Varying Fading Channels | Mar 31, 2022 | parameter estimation | —Unverified | 0 |
| Adaptive Observer for a Class of Systems with Switched Unknown Parameters Using DREM | Mar 30, 2022 | parameter estimation | —Unverified | 0 |
| Kernel-Based Identification of Local Limit Cycle Dynamics with Linear Periodically Parameter-Varying Models | Mar 30, 2022 | parameter estimation | —Unverified | 0 |
| Firebolt: Weak Supervision Under Weaker Assumptions | Mar 28, 2022 | parameter estimation | —Unverified | 0 |
| Dynamic state and parameter estimation in multi-machine power systems - Experimental demonstration using real-world PMU-measurements | Mar 28, 2022 | parameter estimation | —Unverified | 0 |
| Approximations for Optimal Experimental Design in Power System Parameter Estimation | Mar 26, 2022 | Experimental Designparameter estimation | —Unverified | 0 |
| Flexible development and evaluation of machine-learning-supported optimal control and estimation methods via HILO-MPC | Mar 25, 2022 | BIG-bench Machine LearningCode Generation | —Unverified | 0 |
| Local Measurement Based Robust Voltage Stability Index & Identification of Voltage Collapse Onset | Mar 24, 2022 | parameter estimation | —Unverified | 0 |