| FiFAR: A Fraud Detection Dataset for Learning to Defer | Dec 20, 2023 | BenchmarkingDecision Making | CodeCode Available | 1 | 5 |
| Future-conditioned Unsupervised Pretraining for Decision Transformer | May 26, 2023 | Decision MakingReinforcement Learning (RL) | CodeCode Available | 1 | 5 |
| FedGCS: A Generative Framework for Efficient Client Selection in Federated Learning via Gradient-based Optimization | May 10, 2024 | Decision MakingDecoder | CodeCode Available | 1 | 5 |
| Ask-before-Plan: Proactive Language Agents for Real-World Planning | Jun 18, 2024 | Decision Makingvalid | CodeCode Available | 1 | 5 |
| A2-FPN for Semantic Segmentation of Fine-Resolution Remotely Sensed Images | Feb 16, 2021 | Decision MakingScene Understanding | CodeCode Available | 1 | 5 |
| Fibrosis-Net: A Tailored Deep Convolutional Neural Network Design for Prediction of Pulmonary Fibrosis Progression from Chest CT Images | Mar 6, 2021 | Computed Tomography (CT)Decision Making | CodeCode Available | 1 | 5 |
| A Study on Learning Social Robot Navigation with Multimodal Perception | Sep 22, 2023 | Decision MakingNavigate | CodeCode Available | 1 | 5 |
| A Study of Situational Reasoning for Traffic Understanding | Jun 5, 2023 | Decision MakingKnowledge Graphs | CodeCode Available | 1 | 5 |
| ActionSwitch: Class-agnostic Detection of Simultaneous Actions in Streaming Videos | Jul 17, 2024 | Action DetectionAction Localization | CodeCode Available | 1 | 5 |
| Flexible Job Shop Scheduling via Dual Attention Network Based Reinforcement Learning | May 9, 2023 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 1 | 5 |
| A Survey of Medical Vision-and-Language Applications and Their Techniques | Nov 19, 2024 | Decision MakingDiagnostic | CodeCode Available | 1 | 5 |
| Generating Hierarchical Explanations on Text Classification via Feature Interaction Detection | Apr 4, 2020 | ClassificationDecision Making | CodeCode Available | 1 | 5 |
| Fast model inference and training on-board of Satellites | Jul 17, 2023 | CPUDecision Making | CodeCode Available | 1 | 5 |
| A Survey of World Models for Autonomous Driving | Jan 20, 2025 | Anomaly DetectionAutonomous Driving | CodeCode Available | 1 | 5 |
| Fast Interpretable Greedy-Tree Sums | Jan 28, 2022 | Additive modelsDecision Making | CodeCode Available | 1 | 5 |
| GLocalX -- From Local to Global Explanations of Black Box AI Models | Jan 19, 2021 | Decision Making | CodeCode Available | 1 | 5 |
| A Survey on Session-based Recommender Systems | Feb 13, 2019 | Collaborative FilteringDecision Making | CodeCode Available | 1 | 5 |
| Fatigue Assessment using ECG and Actigraphy Sensors | Aug 6, 2020 | Decision MakingDeep Learning | CodeCode Available | 1 | 5 |
| ECG-Image-Kit: A Synthetic Image Generation Toolbox to Facilitate Deep Learning-Based Electrocardiogram Digitization | Jul 4, 2023 | Data AugmentationDecision Making | CodeCode Available | 1 | 5 |
| An Introduction to Deep Reinforcement Learning | Nov 30, 2018 | BIG-bench Machine LearningDecision 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 |
| AT-RAG: An Adaptive RAG Model Enhancing Query Efficiency with Topic Filtering and Iterative Reasoning | Oct 16, 2024 | Decision MakingInformation Retrieval | CodeCode Available | 1 | 5 |
| Fairwashing Explanations with Off-Manifold Detergent | Jul 20, 2020 | Decision Making | CodeCode Available | 1 | 5 |
| Fairness Through Robustness: Investigating Robustness Disparity in Deep Learning | Jun 17, 2020 | Decision MakingDeep Learning | CodeCode Available | 1 | 5 |
| Faithfully Explainable Recommendation via Neural Logic Reasoning | Apr 16, 2021 | Decision MakingExplainable Recommendation | CodeCode Available | 1 | 5 |
| Graph Neural Network Reinforcement Learning for Autonomous Mobility-on-Demand Systems | Apr 23, 2021 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 1 | 5 |
| Fault-Tolerant Federated Reinforcement Learning with Theoretical Guarantee | Oct 26, 2021 | Decision MakingFederated Learning | 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 |
| Fairness in Credit Scoring: Assessment, Implementation and Profit Implications | Mar 2, 2021 | Decision MakingFairness | CodeCode Available | 1 | 5 |
| Fairness Beyond Disparate Treatment & Disparate Impact: Learning Classification without Disparate Mistreatment | Oct 26, 2016 | Decision MakingFairness | CodeCode Available | 1 | 5 |
| GTA: Generative Trajectory Augmentation with Guidance for Offline Reinforcement Learning | May 27, 2024 | Data AugmentationDecision Making | CodeCode Available | 1 | 5 |
| G-Transformer for Conditional Average Potential Outcome Estimation over Time | May 31, 2024 | Decision Making | CodeCode Available | 1 | 5 |
| Active Inference and Behavior Trees for Reactive Action Planning and Execution in Robotics | Nov 19, 2020 | 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 |
| A User's Guide to Calibrating Robotics Simulators | Nov 17, 2020 | Decision Makingparameter estimation | CodeCode Available | 1 | 5 |
| Fairness Constraints: Mechanisms for Fair Classification | Jul 19, 2015 | ClassificationDecision Making | CodeCode Available | 1 | 5 |
| Fairness in Ranking under Uncertainty | Jul 14, 2021 | Decision MakingFairness | CodeCode Available | 1 | 5 |
| FM-Planner: Foundation Model Guided Path Planning for Autonomous Drone Navigation | May 27, 2025 | BenchmarkingDecision Making | CodeCode Available | 1 | 5 |
| Generalising Discrete Action Spaces with Conditional Action Trees | Apr 15, 2021 | Decision Makingreinforcement-learning | CodeCode Available | 1 | 5 |
| Hematoxylin and eosin stained oral squamous cell carcinoma histological images dataset | Jan 13, 2023 | Decision MakingDiagnostic | CodeCode Available | 1 | 5 |
| Hello, It's GPT-2 -- How Can I Help You? Towards the Use of Pretrained Language Models for Task-Oriented Dialogue Systems | Jul 12, 2019 | Decision MakingLanguage Modeling | CodeCode Available | 1 | 5 |
| Autonomous Exploration Under Uncertainty via Deep Reinforcement Learning on Graphs | Jul 24, 2020 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 1 | 5 |
| Autonomous Driving using Residual Sensor Fusion and Deep Reinforcement Learning | Dec 27, 2023 | Autonomous DrivingDecision Making | CodeCode Available | 1 | 5 |
| Hierarchical Framework for Interpretable and Probabilistic Model-Based Safe Reinforcement Learning | Oct 28, 2023 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 1 | 5 |
| Interpretable statistical representations of neural population dynamics and geometry | Apr 6, 2023 | BenchmarkingDecision Making | CodeCode Available | 1 | 5 |
| LUMA: A Benchmark Dataset for Learning from Uncertain and Multimodal Data | Jun 14, 2024 | BenchmarkingDecision Making | CodeCode Available | 1 | 5 |
| auto-sktime: Automated Time Series Forecasting | Dec 13, 2023 | AutoMLBayesian Optimization | CodeCode Available | 1 | 5 |
| HiFT: Hierarchical Feature Transformer for Aerial Tracking | Jul 31, 2021 | Decision Making | CodeCode Available | 1 | 5 |
| HOP: History-and-Order Aware Pre-training for Vision-and-Language Navigation | Mar 22, 2022 | Decision MakingLanguage Modeling | CodeCode Available | 1 | 5 |
| Physical Reasoning and Object Planning for Household Embodied Agents | Nov 22, 2023 | 2kDecision Making | CodeCode Available | 1 | 5 |
