| Simulation-Based Counterfactual Causal Discovery on Real World Driver Behaviour | Jun 6, 2023 | Causal Discoverycounterfactual | CodeCode Available | 0 |
| Counterfactual Explanations and Predictive Models to Enhance Clinical Decision-Making in Schizophrenia using Digital Phenotyping | Jun 6, 2023 | Change Point Detectioncounterfactual | —Unverified | 0 |
| 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 |
| An Empirical Analysis of Parameter-Efficient Methods for Debiasing Pre-Trained Language Models | Jun 6, 2023 | counterfactualData Augmentation | CodeCode Available | 0 |
| Improving Conversational Recommendation Systems via Counterfactual Data Simulation | Jun 5, 2023 | Conversational Recommendationcounterfactual | CodeCode Available | 1 |
| Path-Specific Counterfactual Fairness for Recommender Systems | Jun 5, 2023 | Blockingcounterfactual | CodeCode Available | 1 |
| Navigating Explanatory Multiverse Through Counterfactual Path Geometry | Jun 5, 2023 | Attributecounterfactual | CodeCode Available | 0 |
| Learning Linear Causal Representations from Interventions under General Nonlinear Mixing | Jun 4, 2023 | counterfactual | CodeCode Available | 0 |
| Partial Counterfactual Identification of Continuous Outcomes with a Curvature Sensitivity Model | Jun 2, 2023 | counterfactualCounterfactual Inference | CodeCode Available | 0 |
| SACSoN: Scalable Autonomous Control for Social Navigation | Jun 2, 2023 | Continual Learningcounterfactual | —Unverified | 0 |
| Learning Causally Disentangled Representations via the Principle of Independent Causal Mechanisms | Jun 2, 2023 | counterfactualDisentanglement | CodeCode Available | 0 |
| Unifying (Machine) Vision via Counterfactual World Modeling | Jun 2, 2023 | counterfactualOptical Flow Estimation | —Unverified | 0 |
| Nonparametric Identifiability of Causal Representations from Unknown Interventions | Jun 1, 2023 | counterfactualRepresentation Learning | CodeCode Available | 1 |
| CFL: Causally Fair Language Models Through Token-level Attribute Controlled Generation | Jun 1, 2023 | Attributecounterfactual | —Unverified | 0 |
| CAISA at SemEval-2023 Task 8: Counterfactual Data Augmentation for Mitigating Class Imbalance in Causal Claim Identification | Jun 1, 2023 | counterfactualData Augmentation | —Unverified | 0 |
| Enhancing Programming eTextbooks with ChatGPT Generated Counterfactual-Thinking-Inspired Questions | Jun 1, 2023 | counterfactual | —Unverified | 0 |
| F?D: On understanding the role of deep feature spaces on face generation evaluation | May 31, 2023 | counterfactualFace Generation | —Unverified | 0 |
| Unveiling Cross Modality Bias in Visual Question Answering: A Causal View with Possible Worlds VQA | May 31, 2023 | counterfactualCounterfactual Inference | —Unverified | 0 |
| 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 |
| Faithfulness Tests for Natural Language Explanations | May 29, 2023 | counterfactualDecision Making | CodeCode Available | 0 |
| On Counterfactual Data Augmentation Under Confounding | May 29, 2023 | counterfactualData Augmentation | —Unverified | 0 |
| Potential-based Credit Assignment for Cooperative RL-based Testing of Autonomous Vehicles | May 28, 2023 | Autonomous Vehiclescounterfactual | —Unverified | 0 |
| Choose your Data Wisely: A Framework for Semantic Counterfactuals | May 28, 2023 | counterfactualCounterfactual Explanation | CodeCode Available | 0 |