| 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 |
| Estimating the Resize Parameter in End-to-end Learned Image Compression | Apr 26, 2022 | Image Compressionparameter estimation | CodeCode Available | 0 |
| Hierarchical Bayesian Modelling for Knowledge Transfer Across Engineering Fleets via Multitask Learning | Apr 26, 2022 | Asset ManagementManagement | CodeCode Available | 1 |
| 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 |
