| Counterfactual Attention Learning for Fine-Grained Visual Categorization and Re-identification | Aug 19, 2021 | Causal Inferencecounterfactual | CodeCode Available | 1 | 5 |
| Counterfactual contrastive learning: robust representations via causal image synthesis | Mar 14, 2024 | Contrastive Learningcounterfactual | CodeCode Available | 1 | 5 |
| Learning from Counterfactual Links for Link Prediction | Jun 3, 2021 | Causal Inferencecounterfactual | CodeCode Available | 1 | 5 |
| Auto IV: Counterfactual Prediction via Automatic Instrumental Variable Decomposition | Jul 13, 2021 | Causal Inferencecounterfactual | CodeCode Available | 1 | 5 |
| Counterfactual Conservative Q Learning for Offline Multi-agent Reinforcement Learning | Sep 22, 2023 | counterfactualMulti-agent Reinforcement Learning | CodeCode Available | 1 | 5 |
| Identifying Interpretable Subspaces in Image Representations | Jul 20, 2023 | counterfactualLanguage Modeling | CodeCode Available | 1 | 5 |
| Counterfactual Causal Inference in Natural Language with Large Language Models | Oct 8, 2024 | ArticlesCausal Inference | CodeCode Available | 1 | 5 |
| DiG-IN: Diffusion Guidance for Investigating Networks -- Uncovering Classifier Differences Neuron Visualisations and Visual Counterfactual Explanations | Nov 29, 2023 | counterfactualimage-classification | CodeCode Available | 1 | 5 |
| Counterfactual Cycle-Consistent Learning for Instruction Following and Generation in Vision-Language Navigation | Mar 30, 2022 | counterfactualData Augmentation | CodeCode Available | 1 | 5 |
| Beyond Trivial Counterfactual Explanations with Diverse Valuable Explanations | Mar 18, 2021 | AttributeBIG-bench Machine Learning | CodeCode Available | 1 | 5 |
