| Polyjuice: Generating Counterfactuals for Explaining, Evaluating, and Improving Models | Jan 1, 2021 | counterfactualText Generation | CodeCode Available | 1 | 5 |
| Predicting Cellular Responses with Variational Causal Inference and Refined Relational Information | Sep 30, 2022 | Causal Inferencecounterfactual | CodeCode Available | 1 | 5 |
| Evaluating Reliability in Medical DNNs: A Critical Analysis of Feature and Confidence-Based OOD Detection | Aug 30, 2024 | counterfactualMedical Image Analysis | CodeCode Available | 1 | 5 |
| 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 | 5 |
| Counterfactual Multi-Agent Policy Gradients | May 24, 2017 | Autonomous Vehiclescounterfactual | CodeCode Available | 1 | 5 |
| ExSum: From Local Explanations to Model Understanding | Apr 30, 2022 | counterfactualmodel | CodeCode Available | 1 | 5 |
| Reasoning or Reciting? Exploring the Capabilities and Limitations of Language Models Through Counterfactual Tasks | Jul 5, 2023 | counterfactualLanguage Modeling | CodeCode Available | 1 | 5 |
| Modeling Causal Mechanisms with Diffusion Models for Interventional and Counterfactual Queries | Feb 2, 2023 | counterfactualCounterfactual Inference | CodeCode Available | 1 | 5 |
| Representation Learning of Multivariate Time Series using Attention and Adversarial Training | Jan 3, 2024 | counterfactualDecision Making | CodeCode Available | 1 | 5 |
| Decisions, Counterfactual Explanations and Strategic Behavior | Feb 11, 2020 | counterfactual | CodeCode Available | 1 | 5 |
| DoCoGen: Domain Counterfactual Generation for Low Resource Domain Adaptation | Feb 24, 2022 | counterfactualDomain Adaptation | CodeCode Available | 1 | 5 |
| Counterfactual reasoning: Testing language models' understanding of hypothetical scenarios | May 26, 2023 | counterfactualCounterfactual Reasoning | CodeCode Available | 1 | 5 |
| Counterfactual Samples Synthesizing and Training for Robust Visual Question Answering | Oct 3, 2021 | counterfactualDiagnostic | CodeCode Available | 1 | 5 |
| RL4RS: A Real-World Dataset for Reinforcement Learning based Recommender System | Oct 18, 2021 | Combinatorial Optimizationcounterfactual | CodeCode Available | 1 | 5 |
| Counterfactual Recipe Generation: Exploring Compositional Generalization in a Realistic Scenario | Oct 20, 2022 | counterfactualRecipe Generation | CodeCode Available | 1 | 5 |
| Counterfactual Shapley Additive Explanations | Oct 27, 2021 | counterfactualCounterfactual Explanation | CodeCode Available | 1 | 5 |
| Counterfactual Temporal Point Processes | Nov 15, 2021 | counterfactualPoint Processes | CodeCode Available | 1 | 5 |
| RouteExplainer: An Explanation Framework for Vehicle Routing Problem | Mar 6, 2024 | Combinatorial Optimizationcounterfactual | CodeCode Available | 1 | 5 |
| CausaLM: Causal Model Explanation Through Counterfactual Language Models | May 27, 2020 | counterfactual | CodeCode Available | 1 | 5 |
| SCOUT: Self-aware Discriminant Counterfactual Explanations | Apr 16, 2020 | Attributecounterfactual | CodeCode Available | 1 | 5 |
| The Out-of-Distribution Problem in Explainability and Search Methods for Feature Importance Explanations | Jun 1, 2021 | counterfactualFeature Importance | CodeCode Available | 1 | 5 |
| Semi-Supervised Learning for Deep Causal Generative Models | Mar 27, 2024 | Causal Inferencecounterfactual | CodeCode Available | 1 | 5 |
| Causal normalizing flows: from theory to practice | Jun 8, 2023 | counterfactual | CodeCode Available | 1 | 5 |
| A Counterfactual Collaborative Session-based Recommender System | Jan 31, 2023 | Causal Inferencecounterfactual | CodeCode Available | 1 | 5 |
| What-If Motion Prediction for Autonomous Driving | Aug 24, 2020 | Autonomous DrivingAutonomous Vehicles | CodeCode Available | 1 | 5 |
