| Deep Local Volatility | Jul 20, 2020 | Deep LearningExperimental Design | CodeCode Available | 1 |
| Can ChatGPT Detect DeepFakes? A Study of Using Multimodal Large Language Models for Media Forensics | Mar 21, 2024 | DeepFake DetectionExperimental Design | CodeCode Available | 1 |
| A new framework for experimental design using Bayesian Evidential Learning: the case of wellhead protection area | May 12, 2021 | Bayesian InferenceExperimental Design | CodeCode Available | 1 |
| Output-Weighted Optimal Sampling for Bayesian Experimental Design and Uncertainty Quantification | Jun 22, 2020 | Active LearningExperimental Design | CodeCode Available | 1 |
| A Bayesian Model of Dose-Response for Cancer Drug Studies | Jun 10, 2019 | DenoisingDrug Discovery | CodeCode Available | 1 |
| Autonomous Microscopy Experiments through Large Language Model Agents | Dec 18, 2024 | BenchmarkingExperimental Design | CodeCode Available | 1 |
| Investigating naturalistic hand movements by behavior mining in long-term video and neural recordings | Jan 23, 2020 | Experimental Design | CodeCode Available | 1 |
| A Practical Recipe for Federated Learning Under Statistical Heterogeneity Experimental Design | Jul 28, 2023 | Experimental DesignFederated Learning | CodeCode Available | 1 |
| VICE: Variational Interpretable Concept Embeddings | May 2, 2022 | Experimental DesignObject | CodeCode Available | 1 |
| What Does TERRA-REF's High Resolution, Multi Sensor Plant Sensing Public Domain Data Offer the Computer Vision Community? | Jul 29, 2021 | Experimental DesignManagement | CodeCode Available | 1 |
| An Experimental Design Perspective on Model-Based Reinforcement Learning | Dec 9, 2021 | continuous-controlContinuous Control | CodeCode Available | 1 |
| Comparing Well and Geophysical Data for Temperature Monitoring Within a Bayesian Experimental Design Framework | Oct 19, 2022 | Experimental DesignTime Series Regression | CodeCode Available | 1 |
| Attention-Based Transformers for Instance Segmentation of Cells in Microstructures | Nov 19, 2020 | Cell DetectionCell Segmentation | CodeCode Available | 1 |
| Bayesian Algorithm Execution: Estimating Computable Properties of Black-box Functions Using Mutual Information | Apr 19, 2021 | Bayesian OptimizationExperimental Design | CodeCode Available | 1 |
| Derivative-Informed Neural Operator: An Efficient Framework for High-Dimensional Parametric Derivative Learning | Jun 21, 2022 | Dimensionality ReductionExperimental Design | CodeCode Available | 1 |
| Autoencoders for Unsupervised Anomaly Segmentation in Brain MR Images: A Comparative Study | Apr 7, 2020 | AnatomyAnomaly Detection | CodeCode Available | 1 |
| SoK: Membership Inference Attacks on LLMs are Rushing Nowhere (and How to Fix It) | Jun 25, 2024 | BenchmarkingExperimental Design | CodeCode Available | 1 |
| Learning High-Dimensional Parametric Maps via Reduced Basis Adaptive Residual Networks | Dec 14, 2021 | Experimental DesignVocal Bursts Intensity Prediction | CodeCode Available | 1 |
| Analysis and Optimization of Seismic Monitoring Networks with Bayesian Optimal Experiment Design | Sep 27, 2024 | Experimental Design | —Unverified | 0 |
| An adaptive random experiment design method for engineering experiment | Aug 27, 2020 | Experimental DesignQuantization | —Unverified | 0 |
| Importance sampling based active learning for parametric seismic fragility curve estimation | Sep 9, 2021 | Active LearningExperimental Design | —Unverified | 0 |
| An adaptive approach to Bayesian Optimization with switching costs | May 14, 2024 | Bayesian OptimizationExperimental Design | —Unverified | 0 |
| A multifactorial evaluation framework for gene regulatory network reconstruction | Jun 28, 2019 | Experimental DesignManagement | —Unverified | 0 |
| Adaptive Experimentation When You Can't Experiment | Jun 15, 2024 | Experimental Design | —Unverified | 0 |
| Supervised domain adaptation for building extraction from off-nadir aerial images | Nov 7, 2023 | Domain AdaptationEarth Observation | —Unverified | 0 |
