| DiffAIL: Diffusion Adversarial Imitation Learning | Dec 11, 2023 | Decision MakingImitation Learning | CodeCode Available | 1 | 5 |
| Explainable Machine Larning for liver transplantation | Sep 28, 2021 | Decision Making | CodeCode Available | 1 | 5 |
| Explainable Deep Learning for Tumor Dynamic Modeling and Overall Survival Prediction using Neural-ODE | Aug 2, 2023 | Decision MakingDecoder | CodeCode Available | 1 | 5 |
| Explainable Claim Verification via Knowledge-Grounded Reasoning with Large Language Models | Oct 8, 2023 | Claim VerificationDecision Making | CodeCode Available | 1 | 5 |
| diff History for Neural Language Agents | Dec 12, 2023 | Decision MakingNetHack | CodeCode Available | 1 | 5 |
| Restricting the Flow: Information Bottlenecks for Attribution | Jan 2, 2020 | Decision Making | CodeCode Available | 1 | 5 |
| DiffLoad: Uncertainty Quantification in Electrical Load Forecasting with the Diffusion Model | May 31, 2023 | Decision Makingenergy management | CodeCode Available | 1 | 5 |
| DiffPO: A causal diffusion model for learning distributions of potential outcomes | Oct 11, 2024 | Causal InferenceDecision Making | CodeCode Available | 1 | 5 |
| Diffusion-Based Electrocardiography Noise Quantification via Anomaly Detection | Jun 13, 2025 | Anomaly DetectionDecision Making | CodeCode Available | 1 | 5 |
| Explainable Fuzzy Neural Network with Multi-Fidelity Reinforcement Learning for Micro-Architecture Design Space Exploration | Dec 14, 2024 | Bayesian OptimizationDecision Making | CodeCode Available | 1 | 5 |
| Explainable Neural Computation via Stack Neural Module Networks | Jul 23, 2018 | Decision MakingQuestion Answering | CodeCode Available | 1 | 5 |
| ActionSwitch: Class-agnostic Detection of Simultaneous Actions in Streaming Videos | Jul 17, 2024 | Action DetectionAction Localization | CodeCode Available | 1 | 5 |
| DIME: Fine-grained Interpretations of Multimodal Models via Disentangled Local Explanations | Mar 3, 2022 | Decision MakingDisentanglement | CodeCode Available | 1 | 5 |
| Explainability of Deep Learning models for Urban Space perception | Aug 29, 2022 | Decision MakingDeep Learning | CodeCode Available | 1 | 5 |
| Discern: Discourse-Aware Entailment Reasoning Network for Conversational Machine Reading | Oct 5, 2020 | Decision MakingDiscourse Segmentation | CodeCode Available | 1 | 5 |
| Distributional Counterfactual Explanations With Optimal Transport | Jan 23, 2024 | counterfactualCounterfactual Explanation | CodeCode Available | 1 | 5 |
| RiskBench: A Scenario-based Benchmark for Risk Identification | Dec 4, 2023 | Decision Making | CodeCode Available | 1 | 5 |
| Risk of Bias in Chest Radiography Deep Learning Foundation Models | Sep 7, 2022 | Decision MakingDeep Learning | CodeCode Available | 1 | 5 |
| Evidential Concept Embedding Models: Towards Reliable Concept Explanations for Skin Disease Diagnosis | Jun 27, 2024 | Decision MakingMedical Image Analysis | CodeCode Available | 1 | 5 |
| Explainable AI for computational pathology identifies model limitations and tissue biomarkers | Sep 4, 2024 | Bias Detectioncounterfactual | CodeCode Available | 1 | 5 |
| Analyzing Epistemic and Aleatoric Uncertainty for Drusen Segmentation in Optical Coherence Tomography Images | Jan 21, 2021 | Decision MakingMedical Image Analysis | CodeCode Available | 1 | 5 |
| Dissecting and Mitigating Diffusion Bias via Mechanistic Interpretability | Mar 26, 2025 | Age/UnbiasedDecision Making | CodeCode Available | 1 | 5 |
| Robust Uncertainty Quantification Using Conformalised Monte Carlo Prediction | Aug 18, 2023 | Conformal PredictionDecision Making | CodeCode Available | 1 | 5 |
| RobustX: Robust Counterfactual Explanations Made Easy | Feb 19, 2025 | counterfactualDecision Making | CodeCode Available | 1 | 5 |
| Distributional GFlowNets with Quantile Flows | Feb 11, 2023 | Decision Making | CodeCode Available | 1 | 5 |
| RORL: Robust Offline Reinforcement Learning via Conservative Smoothing | Jun 6, 2022 | Decision MakingOffline RL | CodeCode Available | 1 | 5 |
| Diverse and Admissible Trajectory Forecasting through Multimodal Context Understanding | Mar 6, 2020 | Autonomous DrivingDecision Making | CodeCode Available | 1 | 5 |
| Diverse and Admissible Trajectory Prediction through Multimodal Context Understanding | Aug 1, 2020 | Autonomous DrivingDecision Making | CodeCode Available | 1 | 5 |
| Explaining Autonomous Driving Actions with Visual Question Answering | Jul 19, 2023 | Autonomous DrivingAutonomous Vehicles | CodeCode Available | 1 | 5 |
| Divide and Conquer: Answering Questions with Object Factorization and Compositional Reasoning | Mar 18, 2023 | Decision MakingVisual Reasoning | CodeCode Available | 1 | 5 |
| Fair and Optimal Classification via Post-Processing | Nov 3, 2022 | AttributeClassification | CodeCode Available | 1 | 5 |
| Scalable Agent-Based Modeling for Complex Financial Market Simulations | Dec 22, 2023 | Decision MakingDistributed Computing | CodeCode Available | 1 | 5 |
| DocSegTr: An Instance-Level End-to-End Document Image Segmentation Transformer | Jan 27, 2022 | Decision MakingDocument Layout Analysis | CodeCode Available | 1 | 5 |
| Escalation Risks from Language Models in Military and Diplomatic Decision-Making | Jan 7, 2024 | Decision MakingLanguage Modelling | CodeCode Available | 1 | 5 |
| Does the Markov Decision Process Fit the Data: Testing for the Markov Property in Sequential Decision Making | Feb 5, 2020 | Decision Makingreinforcement-learning | CodeCode Available | 1 | 5 |
| Do graph neural networks learn traditional jet substructure? | Nov 17, 2022 | Decision MakingJet Tagging | CodeCode Available | 1 | 5 |
| Domain Generalization via Rationale Invariance | Aug 22, 2023 | Decision MakingDomain Generalization | CodeCode Available | 1 | 5 |
| SCOUTER: Slot Attention-based Classifier for Explainable Image Recognition | Sep 14, 2020 | Decision MakingExplainable artificial intelligence | 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 |
| Equitable Restless Multi-Armed Bandits: A General Framework Inspired By Digital Health | Aug 17, 2023 | Decision MakingFairness | 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 |
| SegX: Improving Interpretability of Clinical Image Diagnosis with Segmentation-based Enhancement | Feb 14, 2025 | Decision MakingMedical Image Analysis | CodeCode Available | 1 | 5 |
| EPO: Hierarchical LLM Agents with Environment Preference Optimization | Aug 28, 2024 | Action GenerationDecision Making | CodeCode Available | 1 | 5 |
| Ergodicity-breaking reveals time optimal decision making in humans | Sep 25, 2020 | Decision Making | CodeCode Available | 1 | 5 |
| An Introduction to Deep Reinforcement Learning | Nov 30, 2018 | BIG-bench Machine LearningDecision Making | CodeCode Available | 1 | 5 |
| Driving Style Recognition Using Interval Type-2 Fuzzy Inference System and Multiple Experts Decision Making | Oct 26, 2021 | Decision MakingDescriptive | CodeCode Available | 1 | 5 |
| ENTMOOT: A Framework for Optimization over Ensemble Tree Models | Mar 10, 2020 | Decision Making | CodeCode Available | 1 | 5 |
| Beyond Pixels: Enhancing LIME with Hierarchical Features and Segmentation Foundation Models | Mar 12, 2024 | Decision MakingExplainable artificial intelligence | CodeCode Available | 1 | 5 |
| DuaLight: Enhancing Traffic Signal Control by Leveraging Scenario-Specific and Scenario-Shared Knowledge | Dec 22, 2023 | Decision MakingTraffic Signal Control | CodeCode Available | 1 | 5 |
| Entropy-Regularized Token-Level Policy Optimization for Language Agent Reinforcement | Feb 9, 2024 | Code GenerationDecision Making | CodeCode Available | 1 | 5 |
