| Generating Synthetic Mixed-type Longitudinal Electronic Health Records for Artificial Intelligent Applications | Dec 22, 2021 | Decision MakingGenerative Adversarial Network | CodeCode Available | 1 |
| Benchmarking saliency methods for chest X-ray interpretation | Oct 10, 2022 | BenchmarkingDecision Making | CodeCode Available | 1 |
| BetaZero: Belief-State Planning for Long-Horizon POMDPs using Learned Approximations | May 31, 2023 | Autonomous DrivingDecision Making | CodeCode Available | 1 |
| GNFactor: Multi-Task Real Robot Learning with Generalizable Neural Feature Fields | Aug 31, 2023 | Decision Making | CodeCode Available | 1 |
| GNNInterpreter: A Probabilistic Generative Model-Level Explanation for Graph Neural Networks | Sep 15, 2022 | Decision Making | CodeCode Available | 1 |
| Beyond calibration: estimating the grouping loss of modern neural networks | Oct 28, 2022 | Decision Makingscoring rule | CodeCode Available | 1 |
| Bidirectional Representation Learning from Transformers using Multimodal Electronic Health Record Data to Predict Depression | Sep 26, 2020 | Decision MakingDisease Prediction | CodeCode Available | 1 |
| Bayesian SegNet: Model Uncertainty in Deep Convolutional Encoder-Decoder Architectures for Scene Understanding | Nov 9, 2015 | Decision MakingDecoder | CodeCode Available | 1 |
| Graph Neural Networks for Decentralized Multi-Robot Submodular Action Selection | May 18, 2021 | Decision MakingGraph Neural Network | CodeCode Available | 1 |
| Benchmarking Data Science Agents | Feb 27, 2024 | BenchmarkingCode Generation | CodeCode Available | 1 |
| Adaptive Stress Testing of Trajectory Predictions in Flight Management Systems | Nov 4, 2020 | Decision MakingManagement | CodeCode Available | 1 |
| Long-term drought prediction using deep neural networks based on geospatial weather data | Sep 12, 2023 | Decision Making | CodeCode Available | 1 |
| Habitizing Diffusion Planning for Efficient and Effective Decision Making | Feb 10, 2025 | CPUD4RL | CodeCode Available | 1 |
| Bayesian Optimization with Conformal Prediction Sets | Oct 22, 2022 | Active LearningBayesian Optimization | CodeCode Available | 1 |
| HAZARD Challenge: Embodied Decision Making in Dynamically Changing Environments | Jan 23, 2024 | Common Sense ReasoningDecision Making | CodeCode Available | 1 |
| Bayesian Optimization of Risk Measures | Jul 10, 2020 | Bayesian OptimizationDecision Making | CodeCode Available | 1 |
| HFT: Lifting Perspective Representations via Hybrid Feature Transformation | Apr 11, 2022 | Autonomous DrivingDecision Making | CodeCode Available | 1 |
| Deep hybrid models: infer and plan in a dynamic world | Feb 1, 2024 | Decision Makingreinforcement-learning | CodeCode Available | 1 |
| Hierarchical learning, forecasting coherent spatio-temporal individual and aggregated building loads | Jan 30, 2023 | Decision Making | CodeCode Available | 1 |
| Bayesian Safety Validation for Failure Probability Estimation of Black-Box Systems | May 3, 2023 | Bayesian OptimizationDecision Making | CodeCode Available | 1 |
| Algorithmic Decision Making with Conditional Fairness | Jun 18, 2020 | Decision MakingFairness | CodeCode Available | 1 |
| BAT: Behavior-Aware Human-Like Trajectory Prediction for Autonomous Driving | Dec 11, 2023 | Autonomous DrivingAutonomous Vehicles | CodeCode Available | 1 |
| Algorithmic encoding of protected characteristics in image-based models for disease detection | Oct 27, 2021 | Decision MakingTransfer Learning | CodeCode Available | 1 |
| HOP: History-and-Order Aware Pre-training for Vision-and-Language Navigation | Mar 22, 2022 | Decision MakingLanguage Modeling | CodeCode Available | 1 |
| A friendly introduction to triangular transport | Mar 27, 2025 | Bayesian InferenceDecision Making | CodeCode Available | 1 |
