| Bias and Fairness in Large Language Models: A Survey | Sep 2, 2023 | counterfactualFairness | CodeCode Available | 1 |
| Calibrated Explanations for Regression | Aug 30, 2023 | counterfactualExplainable artificial intelligence | CodeCode Available | 1 |
| Face Presentation Attack Detection by Excavating Causal Clues and Adapting Embedding Statistics | Aug 28, 2023 | counterfactualDomain Adaptation | CodeCode Available | 1 |
| Do We Fully Understand Students' Knowledge States? Identifying and Mitigating Answer Bias in Knowledge Tracing | Aug 15, 2023 | counterfactualCounterfactual Reasoning | CodeCode Available | 1 |
| Explaining Black-Box Models through Counterfactuals | Aug 14, 2023 | counterfactualExplainable artificial intelligence | CodeCode Available | 1 |
| Studying Large Language Model Generalization with Influence Functions | Aug 7, 2023 | counterfactualLanguage Modeling | CodeCode Available | 1 |
| Diffusion Models for Counterfactual Generation and Anomaly Detection in Brain Images | Aug 3, 2023 | AnatomyAnomaly Detection | CodeCode Available | 1 |
| A Counterfactual Safety Margin Perspective on the Scoring of Autonomous Vehicles' Riskiness | Aug 2, 2023 | Autonomous Vehiclescounterfactual | CodeCode Available | 1 |
| AntGPT: Can Large Language Models Help Long-term Action Anticipation from Videos? | Jul 31, 2023 | Action Anticipationcounterfactual | CodeCode Available | 1 |
| Identifying Interpretable Subspaces in Image Representations | Jul 20, 2023 | counterfactualLanguage Modeling | CodeCode Available | 1 |
| TimeTuner: Diagnosing Time Representations for Time-Series Forecasting with Counterfactual Explanations | Jul 19, 2023 | counterfactualFeature Engineering | CodeCode Available | 1 |
| Rumor Detection with Diverse Counterfactual Evidence | Jul 18, 2023 | counterfactualDiversity | CodeCode Available | 1 |
| Towards Fair Graph Neural Networks via Graph Counterfactual | Jul 10, 2023 | counterfactualFairness | CodeCode Available | 1 |
| Reasoning or Reciting? Exploring the Capabilities and Limitations of Language Models Through Counterfactual Tasks | Jul 5, 2023 | counterfactualLanguage Modeling | CodeCode Available | 1 |
| What Makes ImageNet Look Unlike LAION | Jun 27, 2023 | counterfactualImage Captioning | CodeCode Available | 1 |
| High Fidelity Image Counterfactuals with Probabilistic Causal Models | Jun 27, 2023 | counterfactual | CodeCode Available | 1 |
| Causal normalizing flows: from theory to practice | Jun 8, 2023 | counterfactual | CodeCode Available | 1 |
| Multimodal Fusion Interactions: A Study of Human and Automatic Quantification | Jun 7, 2023 | counterfactual | CodeCode Available | 1 |
| Q: How to Specialize Large Vision-Language Models to Data-Scarce VQA Tasks? A: Self-Train on Unlabeled Images! | Jun 6, 2023 | counterfactualData Augmentation | CodeCode Available | 1 |
| Path-Specific Counterfactual Fairness for Recommender Systems | Jun 5, 2023 | Blockingcounterfactual | CodeCode Available | 1 |
| Improving Conversational Recommendation Systems via Counterfactual Data Simulation | Jun 5, 2023 | Conversational Recommendationcounterfactual | CodeCode Available | 1 |
| Nonparametric Identifiability of Causal Representations from Unknown Interventions | Jun 1, 2023 | counterfactualRepresentation Learning | CodeCode Available | 1 |
| PlaSma: Making Small Language Models Better Procedural Knowledge Models for (Counterfactual) Planning | May 31, 2023 | Common Sense Reasoningcounterfactual | CodeCode Available | 1 |
| LANCE: Stress-testing Visual Models by Generating Language-guided Counterfactual Images | May 30, 2023 | counterfactualLanguage Modeling | CodeCode Available | 1 |
| The Magic of IF: Investigating Causal Reasoning Abilities in Large Language Models of Code | May 30, 2023 | counterfactualCounterfactual Reasoning | CodeCode Available | 1 |
