| MCCE: Monte Carlo sampling of realistic counterfactual explanations | Nov 18, 2021 | counterfactualCounterfactual Explanation | CodeCode Available | 0 |
| M-CELS: Counterfactual Explanation for Multivariate Time Series Data Guided by Learned Saliency Maps | Nov 4, 2024 | Classificationcounterfactual | CodeCode Available | 0 |
| Decision Support System for Chronic Diseases Based on Drug-Drug Interactions | Mar 4, 2023 | counterfactualDiagnostic | CodeCode Available | 0 |
| Counterfactual Data Augmentation with Denoising Diffusion for Graph Anomaly Detection | Jul 2, 2024 | Anomaly Detectioncounterfactual | CodeCode Available | 0 |
| Solving the Class Imbalance Problem Using a Counterfactual Method for Data Augmentation | Nov 5, 2021 | counterfactualData Augmentation | CodeCode Available | 0 |
| Debiasing Text Safety Classifiers through a Fairness-Aware Ensemble | Sep 5, 2024 | counterfactualFairness | CodeCode Available | 0 |
| Debiasing Recommendation by Learning Identifiable Latent Confounders | Feb 10, 2023 | Causal Inferencecounterfactual | CodeCode Available | 0 |
| An Exact and Robust Conformal Inference Method for Counterfactual and Synthetic Controls | Dec 25, 2017 | Causal InferenceConformal Prediction | CodeCode Available | 0 |
| Exploring the Trade-off between Plausibility, Change Intensity and Adversarial Power in Counterfactual Explanations using Multi-objective Optimization | May 20, 2022 | counterfactualGenerative Adversarial Network | CodeCode Available | 0 |
| Counterfactual Data Augmentation via Perspective Transition for Open-Domain Dialogues | Oct 30, 2022 | counterfactualCounterfactual Inference | CodeCode Available | 0 |
| Debiasing Graph Neural Networks via Learning Disentangled Causal Substructure | Sep 28, 2022 | counterfactualGraph Classification | CodeCode Available | 0 |
| Cycle-Balanced Representation Learning For Counterfactual Inference | Oct 29, 2021 | counterfactualCounterfactual Inference | CodeCode Available | 0 |
| RACCER: Towards Reachable and Certain Counterfactual Explanations for Reinforcement Learning | Mar 8, 2023 | counterfactualreinforcement-learning | CodeCode Available | 0 |
| Unbiased Delayed Feedback Label Correction for Conversion Rate Prediction | Jul 24, 2023 | counterfactual | CodeCode Available | 0 |
| Extractive Structures Learned in Pretraining Enable Generalization on Finetuned Facts | Dec 5, 2024 | counterfactual | CodeCode Available | 0 |
| Weighted Sum-Rate Maximization With Causal Inference for Latent Interference Estimation | Nov 15, 2022 | Causal Inferencecounterfactual | CodeCode Available | 0 |
| To Model or to Intervene: A Comparison of Counterfactual and Online Learning to Rank from User Interactions | Jul 15, 2019 | Benchmarkingcounterfactual | CodeCode Available | 0 |
| Bursting the Burden Bubble? An Assessment of Sharma et al.'s Counterfactual-based Fairness Metric | Nov 21, 2022 | Attributecounterfactual | CodeCode Available | 0 |
| CX-ToM: Counterfactual Explanations with Theory-of-Mind for Enhancing Human Trust in Image Recognition Models | Sep 3, 2021 | counterfactualExplainable Artificial Intelligence (XAI) | CodeCode Available | 0 |
| Counterfactual Cross-Validation: Stable Model Selection Procedure for Causal Inference Models | Sep 11, 2019 | Causal Inferencecounterfactual | CodeCode Available | 0 |
| Cross-view Geo-localization via Learning Disentangled Geometric Layout Correspondence | Dec 8, 2022 | Attributecounterfactual | CodeCode Available | 0 |
| FADE: FAir Double Ensemble Learning for Observable and Counterfactual Outcomes | Sep 1, 2021 | counterfactualEnsemble Learning | CodeCode Available | 0 |
| When Selection Meets Intervention: Additional Complexities in Causal Discovery | Mar 10, 2025 | Causal Discoverycounterfactual | CodeCode Available | 0 |
| CausalSR: Structural Causal Model-Driven Super-Resolution with Counterfactual Inference | Jan 27, 2025 | Causal Inferencecounterfactual | CodeCode Available | 0 |
| Born Identity Network: Multi-way Counterfactual Map Generation to Explain a Classifier's Decision | Nov 20, 2020 | counterfactual | CodeCode Available | 0 |