| Training and Validating a Treatment Recommender with Partial Verification Evidence | Jun 10, 2024 | counterfactualMissing Values | —Unverified | 0 |
| Controlling Counterfactual Harm in Decision Support Systems Based on Prediction Sets | Jun 10, 2024 | counterfactualPrediction | CodeCode Available | 0 |
| PairCFR: Enhancing Model Training on Paired Counterfactually Augmented Data through Contrastive Learning | Jun 9, 2024 | Contrastive Learningcounterfactual | CodeCode Available | 0 |
| Self-Distilled Disentangled Learning for Counterfactual Prediction | Jun 9, 2024 | counterfactualCounterfactual Inference | CodeCode Available | 0 |
| TIGeR: Unifying Text-to-Image Generation and Retrieval with Large Multimodal Models | Jun 9, 2024 | counterfactualImage Generation | —Unverified | 0 |
| G-Transformer: Counterfactual Outcome Prediction under Dynamic and Time-varying Treatment Regimes | Jun 8, 2024 | Causal Inferencecounterfactual | —Unverified | 0 |
| Probabilistic Perspectives on Error Minimization in Adversarial Reinforcement Learning | Jun 7, 2024 | counterfactualDeep Reinforcement Learning | CodeCode Available | 0 |
| GNNAnatomy: Rethinking Model-Level Explanations for Graph Neural Networks | Jun 6, 2024 | Classificationcounterfactual | —Unverified | 0 |
| Multi-Agent Imitation Learning: Value is Easy, Regret is Hard | Jun 6, 2024 | counterfactualImitation Learning | —Unverified | 0 |
| Causal Estimation of Memorisation Profiles | Jun 6, 2024 | counterfactualEconometrics | CodeCode Available | 1 |
| When does IV identification not restrict outcomes? | Jun 5, 2024 | counterfactual | —Unverified | 0 |
| Towards Understanding the Influence of Training Samples on Explanations | Jun 5, 2024 | counterfactualCounterfactual Explanation | —Unverified | 0 |
| Do Cure Violence Programs Reduce Gun Violence? Evidence from New York City | Jun 4, 2024 | counterfactual | —Unverified | 0 |
| Probing the Category of Verbal Aspect in Transformer Language Models | Jun 4, 2024 | counterfactual | —Unverified | 0 |
| Extended Mind Transformers | Jun 4, 2024 | Common Sense Reasoningcounterfactual | CodeCode Available | 2 |
| Unsupervised Distractor Generation via Large Language Model Distilling and Counterfactual Contrastive Decoding | Jun 3, 2024 | counterfactualDistractor Generation | —Unverified | 0 |
| CoLa-DCE -- Concept-guided Latent Diffusion Counterfactual Explanations | Jun 3, 2024 | CoLAcounterfactual | —Unverified | 0 |
| Take its Essence, Discard its Dross! Debiasing for Toxic Language Detection via Counterfactual Causal Effect | Jun 3, 2024 | counterfactualCounterfactual Inference | CodeCode Available | 0 |
| Expected Grad-CAM: Towards gradient faithfulness | Jun 3, 2024 | counterfactualSensitivity | CodeCode Available | 0 |
| Compositional 4D Dynamic Scenes Understanding with Physics Priors for Video Question Answering | Jun 2, 2024 | counterfactualCounterfactual Reasoning | CodeCode Available | 1 |
| Causal Contrastive Learning for Counterfactual Regression Over Time | Jun 1, 2024 | Causal InferenceContrastive Learning | —Unverified | 0 |
| Reward Machines for Deep RL in Noisy and Uncertain Environments | May 31, 2024 | counterfactualDecision Making | CodeCode Available | 0 |
| Weak Robust Compatibility Between Learning Algorithms and Counterfactual Explanation Generation Algorithms | May 31, 2024 | counterfactualCounterfactual Explanation | —Unverified | 0 |
| Enhancing Counterfactual Image Generation Using Mahalanobis Distance with Distribution Preferences in Feature Space | May 31, 2024 | counterfactualCounterfactual Explanation | —Unverified | 0 |
| Probabilities of Causation for Continuous and Vector Variables | May 30, 2024 | counterfactualDecision Making | —Unverified | 0 |