| Exploring Counterfactual Explanations Through the Lens of Adversarial Examples: A Theoretical and Empirical Analysis | Jun 18, 2021 | counterfactualCounterfactual Explanation | —Unverified | 0 |
| C^3: Compositional Counterfactual Contrastive Learning for Video-grounded Dialogues | Jun 16, 2021 | Contrastive Learningcounterfactual | —Unverified | 0 |
| Learned Belief Search: Efficiently Improving Policies in Partially Observable Settings | Jun 16, 2021 | counterfactual | —Unverified | 0 |
| Model-Based Counterfactual Synthesizer for Interpretation | Jun 16, 2021 | counterfactualInductive Bias | —Unverified | 0 |
| Counterfactual Graphs for Explainable Classification of Brain Networks | Jun 16, 2021 | Classificationcounterfactual | CodeCode Available | 0 |
| Counterfactual Explanations for Survival Prediction of Cardiovascular ICU Patients | Jun 15, 2021 | counterfactualCounterfactual Explanation | CodeCode Available | 0 |
| Counterfactual Explanations for Machine Learning: Challenges Revisited | Jun 14, 2021 | BIG-bench Machine Learningcounterfactual | —Unverified | 0 |
| Counterfactual Explanations as Interventions in Latent Space | Jun 14, 2021 | counterfactualExplainable artificial intelligence | CodeCode Available | 0 |
| Harmonization with Flow-based Causal Inference | Jun 12, 2021 | Causal Inferencecounterfactual | CodeCode Available | 0 |
| An age-structured SEIR model for COVID--19 incidence in Dublin, Ireland with framework for evaluating health intervention cost | Jun 11, 2021 | counterfactualUncertainty Quantification | CodeCode Available | 0 |
| Conterfactual Generative Zero-Shot Semantic Segmentation | Jun 11, 2021 | Causal Inferencecounterfactual | —Unverified | 0 |
| Counterfactual Maximum Likelihood Estimation for Training Deep Networks | Jun 7, 2021 | counterfactualDomain Generalization | CodeCode Available | 0 |
| Extending counterfactual accounts of intent to include oblique intent | Jun 7, 2021 | counterfactual | —Unverified | 0 |
| Counterfactual Explanations Can Be Manipulated | Jun 4, 2021 | counterfactualCounterfactual Explanation | —Unverified | 0 |
| Shapley Counterfactual Credits for Multi-Agent Reinforcement Learning | Jun 1, 2021 | counterfactualMulti-agent Reinforcement Learning | —Unverified | 0 |
| Did I do that? Blame as a means to identify controlled effects in reinforcement learning | Jun 1, 2021 | counterfactual | CodeCode Available | 0 |
| Counterfactual Supporting Facts Extraction for Explainable Medical Record Based Diagnosis with Graph Network | Jun 1, 2021 | counterfactual | CodeCode Available | 0 |
| An exact counterfactual-example-based approach to tree-ensemble models interpretability | May 31, 2021 | counterfactualCounterfactual Explanation | CodeCode Available | 0 |
| Counterfactual Invariance to Spurious Correlations: Why and How to Pass Stress Tests | May 31, 2021 | Causal Inferencecounterfactual | —Unverified | 0 |
| A unified logical framework for explanations in classifier systems | May 30, 2021 | counterfactualExplainable Artificial Intelligence (XAI) | —Unverified | 0 |
| What if This Modified That? Syntactic Interventions via Counterfactual Embeddings | May 28, 2021 | counterfactual | CodeCode Available | 0 |
| Conic Blackwell Algorithm: Parameter-Free Convex-Concave Saddle-Point Solving | May 27, 2021 | counterfactual | —Unverified | 0 |
| D2CFR: Minimize Counterfactual Regret with Deep Dueling Neural Network | May 26, 2021 | counterfactual | —Unverified | 0 |
| Variational Causal Autoencoder for Interventional and Counterfactual Queries | May 21, 2021 | Causal Inferencecounterfactual | —Unverified | 0 |
| Partial Identification of Counterfactual Distributions | May 21, 2021 | counterfactual | —Unverified | 0 |