| Antidote: A Unified Framework for Mitigating LVLM Hallucinations in Counterfactual Presupposition and Object Perception | Apr 29, 2025 | counterfactualHallucination | CodeCode Available | 1 |
| Identifying Interpretable Subspaces in Image Representations | Jul 20, 2023 | counterfactualLanguage Modeling | CodeCode Available | 1 |
| Counterfactual Explanations for Medical Image Classification and Regression using Diffusion Autoencoder | Aug 2, 2024 | counterfactualimage-classification | CodeCode Available | 1 |
| IG2: Integrated Gradient on Iterative Gradient Path for Feature Attribution | Jun 16, 2024 | counterfactual | CodeCode Available | 1 |
| Cooperative Multi-Agent Reinforcement Learning with Sequential Credit Assignment | May 21, 2021 | counterfactualMulti-agent Reinforcement Learning | CodeCode Available | 1 |
| Anytime-valid off-policy inference for contextual bandits | Oct 19, 2022 | counterfactualMulti-Armed Bandits | CodeCode Available | 1 |
| AdViCE: Aggregated Visual Counterfactual Explanations for Machine Learning Model Validation | Sep 12, 2021 | BIG-bench Machine Learningcounterfactual | CodeCode Available | 1 |
| Information Theoretic Counterfactual Learning from Missing-Not-At-Random Feedback | Sep 6, 2020 | counterfactualRecommendation Systems | CodeCode Available | 1 |
| Counterfactual Conservative Q Learning for Offline Multi-agent Reinforcement Learning | Sep 22, 2023 | counterfactualMulti-agent Reinforcement Learning | CodeCode Available | 1 |
| Modeling Causal Mechanisms with Diffusion Models for Interventional and Counterfactual Queries | Feb 2, 2023 | counterfactualCounterfactual Inference | CodeCode Available | 1 |
| Introspective Distillation for Robust Question Answering | Nov 1, 2021 | counterfactualInductive Bias | CodeCode Available | 1 |
| Investigating and Simplifying Masking-based Saliency Methods for Model Interpretability | Oct 19, 2020 | counterfactual | CodeCode Available | 1 |
| I Wish I Would Have Loved This One, But I Didn't -- A Multilingual Dataset for Counterfactual Detection in Product Reviews | Apr 14, 2021 | counterfactualCounterfactual Detection | CodeCode Available | 1 |
| Causal Inference for Chatting Handoff | Oct 6, 2022 | Causal InferenceChatbot | CodeCode Available | 1 |
| Know What I don't Know: Handling Ambiguous and Unanswerable Questions for Text-to-SQL | Dec 17, 2022 | counterfactualText to SQL | CodeCode Available | 1 |
| LANCE: Stress-testing Visual Models by Generating Language-guided Counterfactual Images | May 30, 2023 | counterfactualLanguage Modeling | CodeCode Available | 1 |
| Learning Counterfactually Invariant Predictors | Jul 20, 2022 | counterfactualObject Recognition | CodeCode Available | 1 |
| Learning Data Representations with Joint Diffusion Models | Jan 31, 2023 | counterfactualDomain Adaptation | CodeCode Available | 1 |
| Causal Inference for Spatial Treatments | Oct 31, 2020 | Causal Inferencecounterfactual | CodeCode Available | 1 |
| Learning Distortion Invariant Representation for Image Restoration from A Causality Perspective | Mar 13, 2023 | counterfactualImage Restoration | CodeCode Available | 1 |
| CF-GNNExplainer: Counterfactual Explanations for Graph Neural Networks | Feb 5, 2021 | counterfactualPrediction | CodeCode Available | 1 |
| Learning to Contrast the Counterfactual Samples for Robust Visual Question Answering | Nov 1, 2020 | Contrastive Learningcounterfactual | CodeCode Available | 1 |
| LEMON: Explainable Entity Matching | Oct 1, 2021 | counterfactualSensitivity | CodeCode Available | 1 |
| Counterfactual Generative Networks | Jan 15, 2021 | Classificationcounterfactual | CodeCode Available | 1 |
| D'ARTAGNAN: Counterfactual Video Generation | Jun 3, 2022 | Anatomycounterfactual | CodeCode Available | 1 |
