| T-COL: Generating Counterfactual Explanations for General User Preferences on Variable Machine Learning Systems | Sep 28, 2023 | counterfactualvalid | CodeCode Available | 0 |
| One-Step Estimation of Differentiable Hilbert-Valued Parameters | Mar 29, 2023 | Causal Inferencecounterfactual | CodeCode Available | 0 |
| Consistent Document-Level Relation Extraction via Counterfactuals | Jul 9, 2024 | counterfactualDocument-level Relation Extraction | CodeCode Available | 0 |
| What Hides behind Unfairness? Exploring Dynamics Fairness in Reinforcement Learning | Apr 16, 2024 | Attributecounterfactual | CodeCode Available | 0 |
| A Strategic Framework for Optimal Decisions in Football 1-vs-1 Shot-Taking Situations: An Integrated Approach of Machine Learning, Theory-Based Modeling, and Game Theory | Jul 27, 2023 | counterfactualDecision Making | CodeCode Available | 0 |
| Towards Realistic Individual Recourse and Actionable Explanations in Black-Box Decision Making Systems | Jul 22, 2019 | BIG-bench Machine Learningcounterfactual | CodeCode Available | 0 |
| Robust Disentangled Counterfactual Learning for Physical Audiovisual Commonsense Reasoning | Feb 18, 2025 | counterfactual | CodeCode Available | 0 |
| Individualized multi-horizon MRI trajectory prediction for Alzheimer's Disease | Aug 4, 2024 | AnatomyAnomaly Detection | CodeCode Available | 0 |
| On Predictive planning and counterfactual learning in active inference | Mar 19, 2024 | counterfactualDecision Making | CodeCode Available | 0 |
| Counterfactually Measuring and Eliminating Social Bias in Vision-Language Pre-training Models | Jul 3, 2022 | counterfactual | CodeCode Available | 0 |
| Counterfactually Fair Representation | Nov 9, 2023 | counterfactualFairness | CodeCode Available | 0 |
| Universal Off-Policy Evaluation | Apr 26, 2021 | counterfactualDecision Making | CodeCode Available | 0 |
| Robust Generalization and Safe Query-Specialization in Counterfactual Learning to Rank | Feb 11, 2021 | counterfactualLearning-To-Rank | CodeCode Available | 0 |
| On Quantitative Evaluations of Counterfactuals | Oct 30, 2021 | counterfactual | CodeCode Available | 0 |
| Counterfactually Fair Prediction Using Multiple Causal Models | Oct 1, 2018 | counterfactualFairness | CodeCode Available | 0 |
| IgCONDA-PET: Weakly-Supervised PET Anomaly Detection using Implicitly-Guided Attention-Conditional Counterfactual Diffusion Modeling -- a Multi-Center, Multi-Cancer, and Multi-Tracer Study | Apr 30, 2024 | Anomaly DetectionAnomaly Segmentation | CodeCode Available | 0 |
| Tell Me a Story! Narrative-Driven XAI with Large Language Models | Sep 29, 2023 | counterfactualFeature Importance | CodeCode Available | 0 |
| Robustifying Sentiment Classification by Maximally Exploiting Few Counterfactuals | Oct 21, 2022 | Classificationcounterfactual | CodeCode Available | 0 |
| Image Safeguarding: Reasoning with Conditional Vision Language Model and Obfuscating Unsafe Content Counterfactually | Jan 19, 2024 | counterfactualCounterfactual Explanation | CodeCode Available | 0 |
| Imbalanced Graph-Level Anomaly Detection via Counterfactual Augmentation and Feature Learning | Jul 13, 2024 | Anomaly DetectionAttribute | CodeCode Available | 0 |
| Causal Inference for Knowledge Graph based Recommendation | Dec 20, 2022 | Causal InferenceCollaborative Filtering | CodeCode Available | 0 |
| AI Alignment in Medical Imaging: Unveiling Hidden Biases Through Counterfactual Analysis | Apr 28, 2025 | counterfactualDiagnostic | CodeCode Available | 0 |
| On the computation of counterfactual explanations -- A survey | Nov 15, 2019 | BIG-bench Machine Learningcounterfactual | CodeCode Available | 0 |
| A Glitch in the Matrix? Locating and Detecting Language Model Grounding with Fakepedia | Dec 4, 2023 | counterfactualLanguage Modeling | CodeCode Available | 0 |
| Implicit Feedback for Dense Passage Retrieval: A Counterfactual Approach | Apr 1, 2022 | counterfactualPassage Retrieval | CodeCode Available | 0 |