| Causal Augmentation for Causal Sentence Classification | Nov 1, 2021 | Classificationcounterfactual | CodeCode Available | 0 |
| On Quantitative Evaluations of Counterfactuals | Oct 30, 2021 | counterfactual | CodeCode Available | 0 |
| A Survey on the Robustness of Feature Importance and Counterfactual Explanations | Oct 30, 2021 | counterfactualFeature Importance | —Unverified | 0 |
| Learning to Be Cautious | Oct 29, 2021 | counterfactualSafe Reinforcement Learning | —Unverified | 0 |
| Cycle-Balanced Representation Learning For Counterfactual Inference | Oct 29, 2021 | counterfactualCounterfactual Inference | CodeCode Available | 0 |
| Sayer: Using Implicit Feedback to Optimize System Policies | Oct 28, 2021 | counterfactualData Augmentation | —Unverified | 0 |
| From Intrinsic to Counterfactual: On the Explainability of Contextualized Recommender Systems | Oct 28, 2021 | counterfactualExplainable Models | —Unverified | 0 |
| Counterfactual Explanation of Brain Activity Classifiers using Image-to-Image Transfer by Generative Adversarial Network | Oct 28, 2021 | counterfactualCounterfactual Explanation | —Unverified | 0 |
| Dynamic Visual Reasoning by Learning Differentiable Physics Models from Video and Language | Oct 28, 2021 | counterfactualVisual Reasoning | —Unverified | 0 |
| Transfer learning with causal counterfactual reasoning in Decision Transformers | Oct 27, 2021 | counterfactualCounterfactual Reasoning | —Unverified | 0 |
| Causal Effect Estimation using Variational Information Bottleneck | Oct 26, 2021 | Causal Inferencecounterfactual | CodeCode Available | 0 |
| Improved Goal Oriented Dialogue via Utterance Generation and Look Ahead | Oct 24, 2021 | counterfactualGoal-Oriented Dialogue Systems | —Unverified | 0 |
| Text Counterfactuals via Latent Optimization and Shapley-Guided Search | Oct 22, 2021 | counterfactualCounterfactual Explanation | CodeCode Available | 0 |
| ReLAX: Reinforcement Learning Agent eXplainer for Arbitrary Predictive Models | Oct 22, 2021 | counterfactualDecision Making | CodeCode Available | 0 |
| Shaking the foundations: delusions in sequence models for interaction and control | Oct 20, 2021 | counterfactual | —Unverified | 0 |
| fairadapt: Causal Reasoning for Fair Data Pre-processing | Oct 19, 2021 | AttributeBIG-bench Machine Learning | —Unverified | 0 |
| Demographic Biases of Crowd Workers in Key Opinion Leaders Finding | Oct 18, 2021 | counterfactual | —Unverified | 0 |
| Context-aware Reranking with Utility Maximization for Recommendation | Oct 18, 2021 | counterfactualGraph Attention | —Unverified | 0 |
| Retrieval-guided Counterfactual Generation for QA | Oct 14, 2021 | counterfactualData Augmentation | —Unverified | 0 |
| Improving Users' Mental Model with Attention-directed Counterfactual Edits | Oct 13, 2021 | counterfactualQuestion Answering | —Unverified | 0 |
| Partial Counterfactual Identification from Observational and Experimental Data | Oct 12, 2021 | counterfactual | —Unverified | 0 |
| Equivalence Analysis between Counterfactual Regret Minimization and Online Mirror Descent | Oct 11, 2021 | counterfactual | —Unverified | 0 |
| Consistent Counterfactuals for Deep Models | Oct 6, 2021 | counterfactualMedical Diagnosis | —Unverified | 0 |
| Causal Representation Learning for Context-Aware Face Transfer | Oct 4, 2021 | counterfactualCounterfactual Inference | —Unverified | 0 |
| Enhancing Model Robustness and Fairness with Causality: A Regularization Approach | Oct 3, 2021 | Causal Inferencecounterfactual | CodeCode Available | 0 |
| Multi-Agent Algorithmic Recourse | Oct 1, 2021 | BIG-bench Machine Learningcounterfactual | —Unverified | 0 |
| XPROAX-Local explanations for text classification with progressive neighborhood approximation | Sep 30, 2021 | Classificationcounterfactual | CodeCode Available | 0 |
| Intervention-based Recurrent Casual Model for Non-stationary Video Causal Discovery | Sep 29, 2021 | Causal Discoverycounterfactual | —Unverified | 0 |
| Strategic formation of collaborative networks | Sep 29, 2021 | counterfactual | —Unverified | 0 |
| Designing Counterfactual Generators using Deep Model Inversion | Sep 29, 2021 | counterfactualImage Generation | —Unverified | 0 |
| Informative Robust Causal Representation for Generalizable Deep Learning | Sep 29, 2021 | counterfactualDeep Learning | —Unverified | 0 |
| Actor-Critic Policy Optimization in a Large-Scale Imperfect-Information Game | Sep 29, 2021 | counterfactualDeep Reinforcement Learning | —Unverified | 0 |
| CausalDyna: Improving Generalization of Dyna-style Reinforcement Learning via Counterfactual-Based Data Augmentation | Sep 29, 2021 | counterfactualData Augmentation | —Unverified | 0 |
| Discriminative Attribution from Counterfactuals | Sep 28, 2021 | counterfactual | —Unverified | 0 |
| ICPE: An Item Cluster-Wise Pareto-Efficient Framework for Recommendation Debiasing | Sep 27, 2021 | counterfactualCounterfactual Inference | —Unverified | 0 |
| Causal Inference in Non-linear Time-series using Deep Networks and Knockoff Counterfactuals | Sep 22, 2021 | Causal Inferencecounterfactual | —Unverified | 0 |
| Achieving Counterfactual Fairness for Causal Bandit | Sep 21, 2021 | Causal Inferencecounterfactual | —Unverified | 0 |
| Interpretable Directed Diversity: Leveraging Model Explanations for Iterative Crowd Ideation | Sep 21, 2021 | counterfactualDiversity | —Unverified | 0 |
| Counterfactual Instances Explain Little | Sep 20, 2021 | BIG-bench Machine Learningcounterfactual | —Unverified | 0 |
| Dual Behavior Regularized Reinforcement Learning | Sep 19, 2021 | counterfactualreinforcement-learning | —Unverified | 0 |
| CounterNet: End-to-End Training of Prediction Aware Counterfactual Explanations | Sep 15, 2021 | counterfactualExplanation Generation | —Unverified | 0 |
| Behavior of k-NN as an Instance-Based Explanation Method | Sep 14, 2021 | Attributecounterfactual | —Unverified | 0 |
| Anomaly Attribution of Multivariate Time Series using Counterfactual Reasoning | Sep 14, 2021 | counterfactualCounterfactual Reasoning | —Unverified | 0 |
| Causal Explanation of Convolutional Neural Networks | Sep 13, 2021 | counterfactualCounterfactual Explanation | CodeCode Available | 0 |
| DisCERN:Discovering Counterfactual Explanations using Relevance Features from Neighbourhoods | Sep 13, 2021 | counterfactual | —Unverified | 0 |
| CauseRec: Counterfactual User Sequence Synthesis for Sequential Recommendation | Sep 11, 2021 | counterfactualRecommendation Systems | —Unverified | 0 |
| Counterfactual Adversarial Learning with Representation Interpolation | Sep 10, 2021 | counterfactualLogical Reasoning | CodeCode Available | 0 |
| HypoGen: Hyperbole Generation with Commonsense and Counterfactual Knowledge | Sep 10, 2021 | counterfactualCounterfactual Inference | CodeCode Available | 0 |
| Table-based Fact Verification with Salience-aware Learning | Sep 9, 2021 | counterfactualData Augmentation | CodeCode Available | 0 |
| Counterfactual Evaluation for Explainable AI | Sep 5, 2021 | counterfactualCounterfactual Reasoning | —Unverified | 0 |