| Counterfactual Explanations for Medical Image Classification and Regression using Diffusion Autoencoder | Aug 2, 2024 | counterfactualimage-classification | CodeCode Available | 1 | 5 |
| Anytime-valid off-policy inference for contextual bandits | Oct 19, 2022 | counterfactualMulti-Armed Bandits | CodeCode Available | 1 | 5 |
| AdViCE: Aggregated Visual Counterfactual Explanations for Machine Learning Model Validation | Sep 12, 2021 | BIG-bench Machine Learningcounterfactual | CodeCode Available | 1 | 5 |
| Auto IV: Counterfactual Prediction via Automatic Instrumental Variable Decomposition | Jul 13, 2021 | Causal Inferencecounterfactual | CodeCode Available | 1 | 5 |
| Causal Estimation of Memorisation Profiles | Jun 6, 2024 | counterfactualEconometrics | CodeCode Available | 1 | 5 |
| Causal Inference for Chatting Handoff | Oct 6, 2022 | Causal InferenceChatbot | CodeCode Available | 1 | 5 |
| Deep Counterfactual Regret Minimization | Nov 1, 2018 | counterfactual | CodeCode Available | 1 | 5 |
| Accelerated Convergence for Counterfactual Learning to Rank | May 21, 2020 | counterfactualLearning-To-Rank | CodeCode Available | 1 | 5 |
| Counterfactual Explanations for Neural Recommenders | May 11, 2021 | Collaborative Filteringcounterfactual | CodeCode Available | 1 | 5 |
| Counterfactual Evaluation of Slate Recommendations with Sequential Reward Interactions | Jul 25, 2020 | counterfactualNews Recommendation | CodeCode Available | 1 | 5 |
| Diffusion-based Counterfactual Augmentation: Towards Robust and Interpretable Knee Osteoarthritis Grading | Jun 18, 2025 | Clinical Knowledgecounterfactual | CodeCode Available | 1 | 5 |
| Causal Proxy Models for Concept-Based Model Explanations | Sep 28, 2022 | Causal Inferencecounterfactual | CodeCode Available | 1 | 5 |
| Diffusion Models for Counterfactual Generation and Anomaly Detection in Brain Images | Aug 3, 2023 | AnatomyAnomaly Detection | CodeCode Available | 1 | 5 |
| CausaLM: Causal Model Explanation Through Counterfactual Language Models | May 27, 2020 | counterfactual | CodeCode Available | 1 | 5 |
| Causal normalizing flows: from theory to practice | Jun 8, 2023 | counterfactual | CodeCode Available | 1 | 5 |
| Causal Transformer for Estimating Counterfactual Outcomes | Apr 14, 2022 | counterfactual | CodeCode Available | 1 | 5 |
| CELLO: Causal Evaluation of Large Vision-Language Models | Jun 27, 2024 | counterfactualDecision Making | CodeCode Available | 1 | 5 |
| Clicks can be Cheating: Counterfactual Recommendation for Mitigating Clickbait Issue | Sep 21, 2020 | Click-Through Rate Predictioncounterfactual | CodeCode Available | 1 | 5 |
| Contrastive Mixture of Posteriors for Counterfactual Inference, Data Integration and Fairness | Jun 15, 2021 | counterfactualCounterfactual Inference | CodeCode Available | 1 | 5 |
| Counterfactual Debiasing Inference for Compositional Action Recognition | Oct 17, 2021 | Action RecognitionCausal Inference | CodeCode Available | 1 | 5 |
| Counterfactual Explainable Recommendation | Aug 24, 2021 | Causal Inferencecounterfactual | CodeCode Available | 1 | 5 |
| Celcomen: spatial causal disentanglement for single-cell and tissue perturbation modeling | Sep 9, 2024 | counterfactualDisentanglement | CodeCode Available | 1 | 5 |
| CEBaB: Estimating the Causal Effects of Real-World Concepts on NLP Model Behavior | May 27, 2022 | Causal Inferencecounterfactual | CodeCode Available | 1 | 5 |
| A Counterfactual Collaborative Session-based Recommender System | Jan 31, 2023 | Causal Inferencecounterfactual | CodeCode Available | 1 | 5 |
| DiG-IN: Diffusion Guidance for Investigating Networks -- Uncovering Classifier Differences Neuron Visualisations and Visual Counterfactual Explanations | Nov 29, 2023 | counterfactualimage-classification | CodeCode Available | 1 | 5 |
