| Actor-Critic Policy Optimization in a Large-Scale Imperfect-Information Game | Sep 29, 2021 | counterfactualDeep Reinforcement Learning | —Unverified | 0 |
| Informative Robust Causal Representation for Generalizable Deep Learning | Sep 29, 2021 | counterfactualDeep Learning | —Unverified | 0 |
| CausalDyna: Improving Generalization of Dyna-style Reinforcement Learning via Counterfactual-Based Data Augmentation | Sep 29, 2021 | counterfactualData Augmentation | —Unverified | 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 |
| 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 |
| AdViCE: Aggregated Visual Counterfactual Explanations for Machine Learning Model Validation | Sep 12, 2021 | BIG-bench Machine Learningcounterfactual | CodeCode Available | 1 |
| Uncovering Main Causalities for Long-tailed Information Extraction | Sep 11, 2021 | Causal Inferencecounterfactual | CodeCode Available | 1 |
| CauseRec: Counterfactual User Sequence Synthesis for Sequential Recommendation | Sep 11, 2021 | counterfactualRecommendation Systems | —Unverified | 0 |
| HypoGen: Hyperbole Generation with Commonsense and Counterfactual Knowledge | Sep 10, 2021 | counterfactualCounterfactual Inference | CodeCode Available | 0 |
| Counterfactual Adversarial Learning with Representation Interpolation | Sep 10, 2021 | counterfactualLogical Reasoning | CodeCode Available | 0 |
| Table-based Fact Verification with Salience-aware Learning | Sep 9, 2021 | counterfactualData Augmentation | CodeCode Available | 0 |
| Desiderata for Representation Learning: A Causal Perspective | Sep 8, 2021 | counterfactualDisentanglement | CodeCode Available | 1 |