| From Noise to Signal: Unveiling Treatment Effects from Digital Health Data through Pharmacology-Informed Neural-SDE | Mar 5, 2024 | counterfactualMissing Elements | —Unverified | 0 |
| Causal Walk: Debiasing Multi-Hop Fact Verification with Front-Door Adjustment | Mar 5, 2024 | Causal Inferencecounterfactual | CodeCode Available | 0 |
| Doubly Abductive Counterfactual Inference for Text-based Image Editing | Mar 5, 2024 | counterfactualCounterfactual Inference | CodeCode Available | 1 |
| GCAN: Generative Counterfactual Attention-guided Network for Explainable Cognitive Decline Diagnostics based on fMRI Functional Connectivity | Mar 4, 2024 | counterfactualCounterfactual Reasoning | CodeCode Available | 0 |
| Self-Supervised Representation Learning with Meta Comprehensive Regularization | Mar 3, 2024 | counterfactualData Augmentation | —Unverified | 0 |
| A Two-Stage Algorithm for Cost-Efficient Multi-instance Counterfactual Explanations | Mar 2, 2024 | counterfactual | CodeCode Available | 0 |
| DINER: Debiasing Aspect-based Sentiment Analysis with Multi-variable Causal Inference | Mar 2, 2024 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | CodeCode Available | 0 |
| Even-Ifs From If-Onlys: Are the Best Semi-Factual Explanations Found Using Counterfactuals As Guides? | Mar 1, 2024 | counterfactual | CodeCode Available | 0 |
| Med-Real2Sim: Non-Invasive Medical Digital Twins using Physics-Informed Self-Supervised Learning | Feb 29, 2024 | counterfactualSelf-Supervised Learning | CodeCode Available | 1 |
| Longitudinal Counterfactuals: Constraints and Opportunities | Feb 29, 2024 | counterfactual | —Unverified | 0 |
