| Dual Intent Enhanced Graph Neural Network for Session-based New Item Recommendation | May 10, 2023 | Decision MakingGraph Neural Network | CodeCode Available | 1 | 5 |
| MMST-ViT: Climate Change-aware Crop Yield Prediction via Multi-Modal Spatial-Temporal Vision Transformer | Sep 16, 2023 | Contrastive LearningCrop Yield Prediction | CodeCode Available | 1 | 5 |
| A Mamba-based Siamese Network for Remote Sensing Change Detection | Jul 8, 2024 | Change DetectionDecision Making | CodeCode Available | 1 | 5 |
| A deep active learning system for species identification and counting in camera trap images | Oct 22, 2019 | Active LearningDecision Making | CodeCode Available | 1 | 5 |
| Model Agnostic Defence against Backdoor Attacks in Machine Learning | Aug 6, 2019 | BIG-bench Machine LearningDecision Making | CodeCode Available | 1 | 5 |
| Model-based Decision Making with Imagination for Autonomous Parking | Aug 25, 2021 | Autonomous DrivingDecision Making | CodeCode Available | 1 | 5 |
| A novel interpretable machine learning system to generate clinical risk scores: An application for predicting early mortality or unplanned readmission in a retrospective cohort study | Jan 10, 2022 | BIG-bench Machine LearningDecision Making | CodeCode Available | 1 | 5 |
| CoSense3D: an Agent-based Efficient Learning Framework for Collective Perception | Apr 29, 2024 | Data VisualizationDecision Making | CodeCode Available | 1 | 5 |
| Sample Efficient Reinforcement Learning via Large Vision Language Model Distillation | May 16, 2025 | Decision MakingLanguage Modeling | CodeCode Available | 1 | 5 |
| Movie Revenue Prediction using Machine Learning Models | May 19, 2024 | Decision MakingModel Selection | CodeCode Available | 1 | 5 |
| Early Lane Change Prediction for Automated Driving Systems Using Multi-Task Attention-based Convolutional Neural Networks | Sep 22, 2021 | Decision Making | CodeCode Available | 1 | 5 |
| An Objective Metric for Explainable AI: How and Why to Estimate the Degree of Explainability | Sep 11, 2021 | Decision MakingInformation Retrieval | CodeCode Available | 1 | 5 |
| An Introduction to Deep Reinforcement Learning | Nov 30, 2018 | BIG-bench Machine LearningDecision Making | CodeCode Available | 1 | 5 |
| Counterfactual Explanations in Sequential Decision Making Under Uncertainty | Jul 6, 2021 | counterfactualCounterfactual Explanation | CodeCode Available | 1 | 5 |
| COVIDNet-CT: A Tailored Deep Convolutional Neural Network Design for Detection of COVID-19 Cases from Chest CT Images | Sep 8, 2020 | Decision Making | CodeCode Available | 1 | 5 |
| Multi-Center Federated Learning: Clients Clustering for Better Personalization | Aug 19, 2021 | ClusteringDecision Making | CodeCode Available | 1 | 5 |
| Language Model Alignment in Multilingual Trolley Problems | Jul 2, 2024 | Decision MakingEthics | CodeCode Available | 1 | 5 |
| Towards Rationality in Language and Multimodal Agents: A Survey | Jun 1, 2024 | Decision MakingSurvey | CodeCode Available | 1 | 5 |
| Driving Style Alignment for LLM-powered Driver Agent | Mar 17, 2024 | Autonomous DrivingDecision Making | CodeCode Available | 1 | 5 |
| Multimodal Gen-AI for Fundamental Investment Research | Dec 24, 2023 | AI AgentDecision Making | CodeCode Available | 1 | 5 |
| COVID-CXNet: Detecting COVID-19 in Frontal Chest X-ray Images using Deep Learning | Jun 16, 2020 | Decision MakingImage Classification | CodeCode Available | 1 | 5 |
| Multimodal Learning with Uncertainty Quantification based on Discounted Belief Fusion | Dec 23, 2024 | Decision MakingMulti-modal Classification | CodeCode Available | 1 | 5 |
| Multi-task Causal Learning with Gaussian Processes | Sep 27, 2020 | Active LearningBayesian Optimization | CodeCode Available | 1 | 5 |
| DRIVE: Deep Reinforced Accident Anticipation with Visual Explanation | Jul 21, 2021 | Accident AnticipationDecision Making | CodeCode Available | 1 | 5 |
| Do the Rewards Justify the Means? Measuring Trade-Offs Between Rewards and Ethical Behavior in the MACHIAVELLI Benchmark | Apr 6, 2023 | Decision MakingEthics | CodeCode Available | 1 | 5 |
