| COSTAR: Improved Temporal Counterfactual Estimation with Self-Supervised Learning | Nov 1, 2023 | counterfactualDecision Making | CodeCode Available | 0 | 5 |
| Addressing Both Statistical and Causal Gender Fairness in NLP Models | Mar 30, 2024 | counterfactualData Augmentation | CodeCode Available | 0 | 5 |
| CORE: A Retrieve-then-Edit Framework for Counterfactual Data Generation | Oct 10, 2022 | counterfactualData Augmentation | CodeCode Available | 0 | 5 |
| Efficient Search for Diverse Coherent Explanations | Jan 2, 2019 | counterfactual | CodeCode Available | 0 | 5 |
| Explaining and visualizing black-box models through counterfactual paths | Jul 15, 2023 | counterfactualExplainable Artificial Intelligence (XAI) | CodeCode Available | 0 | 5 |
| Beyond the Known: Decision Making with Counterfactual Reasoning Decision Transformer | May 14, 2025 | counterfactualCounterfactual Reasoning | CodeCode Available | 0 | 5 |
| Diffusion-based Visual Counterfactual Explanations -- Towards Systematic Quantitative Evaluation | Aug 11, 2023 | counterfactualimage-classification | CodeCode Available | 0 | 5 |
| CoPhy: Counterfactual Learning of Physical Dynamics | Sep 26, 2019 | counterfactualVideo Prediction | CodeCode Available | 0 | 5 |
| Efficient Classification with Counterfactual Reasoning and Active Learning | Jul 25, 2022 | Active LearningClassification | CodeCode Available | 0 | 5 |
| Efficient and robust transfer learning of optimal individualized treatment regimes with right-censored survival data | Jan 13, 2023 | counterfactualparameter estimation | CodeCode Available | 0 | 5 |
| Efficient computation of contrastive explanations | Oct 6, 2020 | BIG-bench Machine Learningcounterfactual | CodeCode Available | 0 | 5 |
| Diffusion Model in Causal Inference with Unmeasured Confounders | Aug 7, 2023 | Causal Inferencecounterfactual | CodeCode Available | 0 | 5 |
| Cooperative Knowledge Distillation: A Learner Agnostic Approach | Feb 2, 2024 | counterfactualKnowledge Distillation | CodeCode Available | 0 | 5 |
| Convex optimization for actionable \& plausible counterfactual explanations | May 17, 2021 | counterfactualDecision Making | CodeCode Available | 0 | 5 |
| ECINN: Efficient Counterfactuals from Invertible Neural Networks | Mar 25, 2021 | counterfactualimage-classification | CodeCode Available | 0 | 5 |
| Convex Density Constraints for Computing Plausible Counterfactual Explanations | Feb 12, 2020 | BIG-bench Machine Learningcounterfactual | CodeCode Available | 0 | 5 |
| Controlling Risk of Retrieval-augmented Generation: A Counterfactual Prompting Framework | Sep 24, 2024 | Benchmarkingcounterfactual | CodeCode Available | 0 | 5 |
| Beyond Model Interpretability: On the Faithfulness and Adversarial Robustness of Contrastive Textual Explanations | Oct 17, 2022 | Adversarial AttackAdversarial Robustness | CodeCode Available | 0 | 5 |
| Effective Explanations for Entity Resolution Models | Mar 24, 2022 | Attributecounterfactual | CodeCode Available | 0 | 5 |
| SurvCaus : Representation Balancing for Survival Causal Inference | Mar 29, 2022 | Causal Inferencecounterfactual | CodeCode Available | 0 | 5 |
| ALMANACS: A Simulatability Benchmark for Language Model Explainability | Dec 20, 2023 | counterfactualLanguage Modeling | CodeCode Available | 0 | 5 |
| Efficient computation of counterfactual explanations of LVQ models | Aug 2, 2019 | BIG-bench Machine Learningcounterfactual | CodeCode Available | 0 | 5 |
| Controlling Counterfactual Harm in Decision Support Systems Based on Prediction Sets | Jun 10, 2024 | counterfactualPrediction | CodeCode Available | 0 | 5 |
| Controllable Sequence Editing for Biological and Clinical Trajectories | Feb 5, 2025 | counterfactualCounterfactual Inference | CodeCode Available | 0 | 5 |
| Beyond Known Reality: Exploiting Counterfactual Explanations for Medical Research | Jul 5, 2023 | counterfactualData Augmentation | CodeCode Available | 0 | 5 |
