| Towards Explainable Motion Prediction using Heterogeneous Graph Representations | Dec 7, 2022 | Autonomous DrivingAutonomous Vehicles | CodeCode Available | 1 |
| Counterfactual reasoning: Do language models need world knowledge for causal understanding? | Dec 6, 2022 | counterfactualCounterfactual Reasoning | CodeCode Available | 1 |
| Learning to Bound Counterfactual Inference from Observational, Biased and Randomised Data | Dec 6, 2022 | counterfactualCounterfactual Inference | CodeCode Available | 0 |
| Fairness in Contextual Resource Allocation Systems: Metrics and Incompatibility Results | Dec 4, 2022 | counterfactualFairness | —Unverified | 0 |
| Counterfactual Learning with General Data-generating Policies | Dec 4, 2022 | counterfactualDecision Making | —Unverified | 0 |
| Intermediate Entity-based Sparse Interpretable Representation Learning | Dec 3, 2022 | counterfactualRepresentation Learning | CodeCode Available | 0 |
| A Bayesian Framework for Digital Twin-Based Control, Monitoring, and Data Collection in Wireless Systems | Dec 2, 2022 | Anomaly Detectioncounterfactual | —Unverified | 0 |
| Rethinking Causality-driven Robot Tool Segmentation with Temporal Constraints | Nov 30, 2022 | counterfactualSegmentation | CodeCode Available | 1 |
| Finding Differences Between Transformers and ConvNets Using Counterfactual Simulation Testing | Nov 29, 2022 | counterfactualObject | —Unverified | 0 |
| "Explain it in the Same Way!" -- Model-Agnostic Group Fairness of Counterfactual Explanations | Nov 27, 2022 | counterfactualDecision Making | CodeCode Available | 0 |
