| D'ARTAGNAN: Counterfactual Video Generation | Jun 3, 2022 | Anatomycounterfactual | CodeCode Available | 1 |
| Learning Disentangled Representations for Counterfactual Regression via Mutual Information Minimization | Jun 2, 2022 | Causal Inferencecounterfactual | —Unverified | 0 |
| Watch Out for the Safety-Threatening Actors: Proactively Mitigating Safety Hazards | Jun 2, 2022 | Autonomous Vehiclescounterfactual | —Unverified | 0 |
| Generating Sparse Counterfactual Explanations For Multivariate Time Series | Jun 2, 2022 | counterfactualGenerative Adversarial Network | CodeCode Available | 0 |
| Improving Signer Independent Sign Language Recognition for Low Resource Languages | Jun 1, 2022 | counterfactualPose Estimation | —Unverified | 0 |
| OmniXAI: A Library for Explainable AI | Jun 1, 2022 | counterfactualCounterfactual Explanation | CodeCode Available | 2 |
| IDANI: Inference-time Domain Adaptation via Neuron-level Interventions | Jun 1, 2022 | counterfactualDomain Adaptation | CodeCode Available | 0 |
| RoCourseNet: Distributionally Robust Training of a Prediction Aware Recourse Model | Jun 1, 2022 | counterfactual | CodeCode Available | 0 |
| Graph Backup: Data Efficient Backup Exploiting Markovian Transitions | May 31, 2022 | Atari Gamescounterfactual | CodeCode Available | 0 |
| Attribution-based Explanations that Provide Recourse Cannot be Robust | May 31, 2022 | AttributeBIG-bench Machine Learning | —Unverified | 0 |
| MACE: An Efficient Model-Agnostic Framework for Counterfactual Explanation | May 31, 2022 | BIG-bench Machine Learningcounterfactual | CodeCode Available | 2 |
| From Representation to Reasoning: Towards both Evidence and Commonsense Reasoning for Video Question-Answering | May 30, 2022 | counterfactualDescriptive | CodeCode Available | 1 |
| Generalization bounds and algorithms for estimating conditional average treatment effect of dosage | May 29, 2022 | counterfactualEpidemiology | —Unverified | 0 |
| Don't Explain Noise: Robust Counterfactuals for Randomized Ensembles | May 27, 2022 | counterfactualvalid | CodeCode Available | 0 |
| CEBaB: Estimating the Causal Effects of Real-World Concepts on NLP Model Behavior | May 27, 2022 | Causal Inferencecounterfactual | CodeCode Available | 1 |
| Counterfactual Fairness with Partially Known Causal Graph | May 27, 2022 | BIG-bench Machine LearningCausal Inference | —Unverified | 0 |
| Counterfactual Analysis in Dynamic Latent State Models | May 27, 2022 | counterfactualEpidemiology | —Unverified | 0 |
| Logical Satisfiability of Counterfactuals for Faithful Explanations in NLI | May 25, 2022 | counterfactual | —Unverified | 0 |
| Counterfactual Data Augmentation improves Factuality of Abstractive Summarization | May 25, 2022 | Abstractive Text Summarizationcounterfactual | —Unverified | 0 |
| Does Your Model Classify Entities Reasonably? Diagnosing and Mitigating Spurious Correlations in Entity Typing | May 25, 2022 | counterfactualData Augmentation | CodeCode Available | 0 |
| Efficient Deviation Types and Learning for Hindsight Rationality in Extensive-Form Games: Corrections | May 24, 2022 | counterfactualDecision Making | CodeCode Available | 0 |
| A Two-Stage Mechanism for Demand Response Markets | May 24, 2022 | counterfactualVocal Bursts Valence Prediction | —Unverified | 0 |
| Principled Knowledge Extrapolation with GANs | May 21, 2022 | counterfactual | —Unverified | 0 |
| Treatment Effects in Bunching Designs: The Impact of Mandatory Overtime Pay on Hours | May 20, 2022 | counterfactual | —Unverified | 0 |
| Exploring the Trade-off between Plausibility, Change Intensity and Adversarial Power in Counterfactual Explanations using Multi-objective Optimization | May 20, 2022 | counterfactualGenerative Adversarial Network | CodeCode Available | 0 |
