| PCB-Vision: A Multiscene RGB-Hyperspectral Benchmark Dataset of Printed Circuit Boards | Jan 12, 2024 | Decision Making | CodeCode Available | 1 |
| Uncertainty quantification for probabilistic machine learning in earth observation using conformal prediction | Jan 12, 2024 | Computational EfficiencyConformal Prediction | CodeCode Available | 1 |
| Uncertainty Quantification on Clinical Trial Outcome Prediction | Jan 7, 2024 | Decision MakingDrug Discovery | CodeCode Available | 1 |
| Escalation Risks from Language Models in Military and Diplomatic Decision-Making | Jan 7, 2024 | Decision MakingLanguage Modelling | CodeCode Available | 1 |
| t-DGR: A Trajectory-Based Deep Generative Replay Method for Continual Learning in Decision Making | Jan 4, 2024 | Continual LearningDecision Making | CodeCode Available | 1 |
| Representation Learning of Multivariate Time Series using Attention and Adversarial Training | Jan 3, 2024 | counterfactualDecision Making | CodeCode Available | 1 |
| SwapTransformer: highway overtaking tactical planner model via imitation learning on OSHA dataset | Jan 2, 2024 | Decision MakingImitation Learning | CodeCode Available | 1 |
| IdentiFace : A VGG Based Multimodal Facial Biometric System | Jan 2, 2024 | Decision MakingEmotion Recognition | CodeCode Available | 1 |
| Autonomous Driving using Residual Sensor Fusion and Deep Reinforcement Learning | Dec 27, 2023 | Autonomous DrivingDecision Making | CodeCode Available | 1 |
| PDiT: Interleaving Perception and Decision-making Transformers for Deep Reinforcement Learning | Dec 26, 2023 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 1 |
| LLM-SAP: Large Language Models Situational Awareness Based Planning | Dec 26, 2023 | Decision MakingLanguage Modelling | CodeCode Available | 1 |
| Multimodal Gen-AI for Fundamental Investment Research | Dec 24, 2023 | AI AgentDecision Making | CodeCode Available | 1 |
| DuaLight: Enhancing Traffic Signal Control by Leveraging Scenario-Specific and Scenario-Shared Knowledge | Dec 22, 2023 | Decision MakingTraffic Signal Control | CodeCode Available | 1 |
| Scalable Agent-Based Modeling for Complex Financial Market Simulations | Dec 22, 2023 | Decision MakingDistributed Computing | CodeCode Available | 1 |
| Towards More Faithful Natural Language Explanation Using Multi-Level Contrastive Learning in VQA | Dec 21, 2023 | Contrastive Learningcounterfactual | CodeCode Available | 1 |
| FiFAR: A Fraud Detection Dataset for Learning to Defer | Dec 20, 2023 | BenchmarkingDecision Making | CodeCode Available | 1 |
| Parameterized Decision-making with Multi-modal Perception for Autonomous Driving | Dec 19, 2023 | Autonomous DrivingAutonomous Vehicles | CodeCode Available | 1 |
| Transformers in Unsupervised Structure-from-Motion | Dec 16, 2023 | Decision Makingimage-classification | CodeCode Available | 1 |
| auto-sktime: Automated Time Series Forecasting | Dec 13, 2023 | AutoMLBayesian Optimization | CodeCode Available | 1 |
| diff History for Neural Language Agents | Dec 12, 2023 | Decision MakingNetHack | CodeCode Available | 1 |
| Sequential Planning in Large Partially Observable Environments guided by LLMs | Dec 12, 2023 | Decision MakingReinforcement Learning (RL) | CodeCode Available | 1 |
| Open Datasheets: Machine-readable Documentation for Open Datasets and Responsible AI Assessments | Dec 11, 2023 | Decision Making | CodeCode Available | 1 |
| BAT: Behavior-Aware Human-Like Trajectory Prediction for Autonomous Driving | Dec 11, 2023 | Autonomous DrivingAutonomous Vehicles | CodeCode Available | 1 |
| DiffAIL: Diffusion Adversarial Imitation Learning | Dec 11, 2023 | Decision MakingImitation Learning | CodeCode Available | 1 |
| Using Large Language Models for Hyperparameter Optimization | Dec 7, 2023 | Bayesian OptimizationDecision Making | CodeCode Available | 1 |
