| RiddleSense: Reasoning about Riddle Questions Featuring Linguistic Creativity and Commonsense Knowledge | Jan 2, 2021 | counterfactualCounterfactual Reasoning | —Unverified | 0 |
| No Feature Is An Island: Adaptive Collaborations Between Features Improve Adversarial Robustness | Jan 1, 2021 | Adversarial Robustnesscounterfactual | —Unverified | 0 |
| Continual Lifelong Causal Effect Inference with Real World Evidence | Jan 1, 2021 | counterfactualRepresentation Learning | —Unverified | 0 |
| On Single-environment Extrapolations in Graph Classification and Regression Tasks | Jan 1, 2021 | Classificationcounterfactual | —Unverified | 0 |
| Counterfactual Self-Training | Jan 1, 2021 | counterfactualDomain Adaptation | —Unverified | 0 |
| Grounding Physical Object and Event Concepts Through Dynamic Visual Reasoning | Jan 1, 2021 | counterfactualObject | —Unverified | 0 |
| Counterfactual Fairness through Data Preprocessing | Jan 1, 2021 | BIG-bench Machine Learningcounterfactual | —Unverified | 0 |
| Time Series Counterfactual Inference with Hidden Confounders | Jan 1, 2021 | counterfactualCounterfactual Inference | —Unverified | 0 |
| Temperature Regret Matching for Imperfect-Information Games | Jan 1, 2021 | counterfactual | —Unverified | 0 |
| Counterfactual Thinking for Long-tailed Information Extraction | Jan 1, 2021 | Causal Inferencecounterfactual | —Unverified | 0 |
| Model-Free Counterfactual Credit Assignment | Jan 1, 2021 | counterfactualmodel | —Unverified | 0 |
| Beyond Trivial Counterfactual Generations with Diverse Valuable Explanations | Jan 1, 2021 | Attributecounterfactual | —Unverified | 0 |
| Neural Network Extrapolations with G-invariances from a Single Environment | Jan 1, 2021 | counterfactualCounterfactual Inference | —Unverified | 0 |
| Learning Causal Representation for Training Cross-Domain Pose Estimator via Generative Interventions | Jan 1, 2021 | 3D Pose Estimationcounterfactual | —Unverified | 0 |
| A Machine Teaching Framework for Scalable Recognition | Jan 1, 2021 | counterfactualSelf-Supervised Learning | —Unverified | 0 |
| Assessing the Sensitivity of Synthetic Control Treatment Effect Estimates to Misspecification Error | Dec 30, 2020 | counterfactualSensitivity | —Unverified | 0 |
| Causal World Models by Unsupervised Deconfounding of Physical Dynamics | Dec 28, 2020 | counterfactual | —Unverified | 0 |
| Partial Identifiability in Discrete Data With Measurement Error | Dec 23, 2020 | counterfactual | —Unverified | 0 |
| Ordered Counterfactual Explanation by Mixed-Integer Linear Optimization | Dec 22, 2020 | counterfactualCounterfactual Explanation | CodeCode Available | 0 |
| Difference Rewards Policy Gradients | Dec 21, 2020 | counterfactualMulti-agent Reinforcement Learning | —Unverified | 0 |
| Semantics and explanation: why counterfactual explanations produce adversarial examples in deep neural networks | Dec 18, 2020 | counterfactual | —Unverified | 0 |
| Latent-CF: A Simple Baseline for Reverse Counterfactual Explanations | Dec 16, 2020 | counterfactualFairness | —Unverified | 0 |
| Sample-Efficient Reinforcement Learning via Counterfactual-Based Data Augmentation | Dec 16, 2020 | counterfactualData Augmentation | —Unverified | 0 |
| Hindsight and Sequential Rationality of Correlated Play | Dec 10, 2020 | counterfactualDecision Making | CodeCode Available | 0 |
| Influence-Driven Explanations for Bayesian Network Classifiers | Dec 10, 2020 | counterfactualRelation | —Unverified | 0 |