| 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 |
| Causal Inference for Human-Language Model Collaboration | Mar 30, 2024 | Causal Inferencecounterfactual | CodeCode Available | 0 |
| Towards Robust Multi-UAV Collaboration: MARL with Noise-Resilient Communication and Attention Mechanisms | Mar 4, 2025 | counterfactualDecision Making | CodeCode Available | 0 |
| Causal Explanation of Convolutional Neural Networks | Sep 13, 2021 | counterfactualCounterfactual Explanation | CodeCode Available | 0 |
| Improving a Neural Semantic Parser by Counterfactual Learning from Human Bandit Feedback | May 3, 2018 | counterfactualSemantic Parsing | CodeCode Available | 0 |
| Fighting Spurious Correlations in Text Classification via a Causal Learning Perspective | Nov 1, 2024 | counterfactualCounterfactual Reasoning | CodeCode Available | 0 |
| Consequence-aware Sequential Counterfactual Generation | Apr 12, 2021 | counterfactual | CodeCode Available | 0 |
| Counterfactually Comparing Abstaining Classifiers | May 17, 2023 | Causal Inferencecounterfactual | CodeCode Available | 0 |
| Robust Synthetic Control | Nov 18, 2017 | counterfactual | CodeCode Available | 0 |
| On the Impact of Outlier Bias on User Clicks | May 1, 2023 | counterfactualLearning-To-Rank | CodeCode Available | 0 |
| Counterfactually-Augmented SNLI Training Data Does Not Yield Better Generalization Than Unaugmented Data | Oct 9, 2020 | counterfactualNatural Language Inference | CodeCode Available | 0 |
| Causal Effect Estimation using Variational Information Bottleneck | Oct 26, 2021 | Causal Inferencecounterfactual | CodeCode Available | 0 |
| Conceptual Edits as Counterfactual Explanations | Mar 23, 2022 | counterfactualCounterfactual Explanation | CodeCode Available | 0 |
| On the Probability of Necessity and Sufficiency of Explaining Graph Neural Networks: A Lower Bound Optimization Approach | Dec 14, 2022 | counterfactual | CodeCode Available | 0 |
| ACAT: Adversarial Counterfactual Attention for Classification and Detection in Medical Imaging | Mar 27, 2023 | counterfactual | CodeCode Available | 0 |
| RoCourseNet: Distributionally Robust Training of a Prediction Aware Recourse Model | Jun 1, 2022 | counterfactual | CodeCode Available | 0 |
| Improving Sequential Recommenders through Counterfactual Augmentation of System Exposure | Apr 18, 2025 | counterfactualSequential Recommendation | CodeCode Available | 0 |
| COMRECGC: Global Graph Counterfactual Explainer through Common Recourse | May 11, 2025 | Binary Classificationcounterfactual | CodeCode Available | 0 |
| Causal Context Connects Counterfactual Fairness to Robust Prediction and Group Fairness | Oct 30, 2023 | counterfactualFairness | CodeCode Available | 0 |
| Comprehensive Fair Meta-learned Recommender System | Jun 9, 2022 | counterfactualFairness | CodeCode Available | 0 |
| Combining No-regret and Q-learning | Oct 7, 2019 | counterfactualQ-Learning | CodeCode Available | 0 |
| COIN: Counterfactual inpainting for weakly supervised semantic segmentation for medical images | Apr 19, 2024 | Computed Tomography (CT)counterfactual | CodeCode Available | 0 |
| In-Contextual Gender Bias Suppression for Large Language Models | Sep 13, 2023 | counterfactualData Augmentation | CodeCode Available | 0 |
| Causal Concept Graph Models: Beyond Causal Opacity in Deep Learning | May 26, 2024 | counterfactualDecision Making | CodeCode Available | 0 |
| Text Counterfactuals via Latent Optimization and Shapley-Guided Search | Oct 22, 2021 | counterfactualCounterfactual Explanation | CodeCode Available | 0 |
| Towards Understanding Gender Bias in Relation Extraction | Nov 9, 2019 | counterfactualData Augmentation | CodeCode Available | 0 |