| Modeling Causal Mechanisms with Diffusion Models for Interventional and Counterfactual Queries | Feb 2, 2023 | counterfactualCounterfactual Inference | CodeCode Available | 1 |
| User-controllable Recommendation Against Filter Bubbles | Apr 29, 2022 | Blockingcounterfactual | CodeCode Available | 1 |
| Counterfactual VQA: A Cause-Effect Look at Language Bias | Jun 8, 2020 | Causal Inferencecounterfactual | CodeCode Available | 1 |
| Doubly Abductive Counterfactual Inference for Text-based Image Editing | Mar 5, 2024 | counterfactualCounterfactual Inference | CodeCode Available | 1 |
| MECD+: Unlocking Event-Level Causal Graph Discovery for Video Reasoning | Jan 13, 2025 | Causal DiscoveryCausal Inference | CodeCode Available | 1 |
| Enabling Counterfactual Survival Analysis with Balanced Representations | Jun 14, 2020 | counterfactualCounterfactual Inference | CodeCode Available | 1 |
| Counterfactual Debiasing Inference for Compositional Action Recognition | Oct 17, 2021 | Action RecognitionCausal Inference | CodeCode Available | 1 |
| Counterfactual Reasoning for Out-of-distribution Multimodal Sentiment Analysis | Jul 24, 2022 | Causal Inferencecounterfactual | CodeCode Available | 1 |
| Debiasing Recommendation with Personal Popularity | Feb 12, 2024 | counterfactualCounterfactual Inference | CodeCode Available | 1 |
| Disentangling ID and Modality Effects for Session-based Recommendation | Apr 19, 2024 | Causal Inferencecounterfactual | CodeCode Available | 1 |
| Leveraging Structured Biological Knowledge for Counterfactual Inference: a Case Study of Viral Pathogenesis | Jan 13, 2021 | counterfactualCounterfactual Inference | CodeCode Available | 1 |
| Measuring axiomatic soundness of counterfactual image models | Mar 2, 2023 | counterfactualCounterfactual Inference | CodeCode Available | 1 |
| Modality-Balanced Learning for Multimedia Recommendation | Jul 26, 2024 | Collaborative Filteringcounterfactual | CodeCode Available | 1 |
| Path-Specific Counterfactual Fairness for Recommender Systems | Jun 5, 2023 | Blockingcounterfactual | CodeCode Available | 1 |
| Counterfactual Causal Inference in Natural Language with Large Language Models | Oct 8, 2024 | ArticlesCausal Inference | CodeCode Available | 1 |
| Counterfactual contrastive learning: robust representations via causal image synthesis | Mar 14, 2024 | Contrastive Learningcounterfactual | CodeCode Available | 1 |
| Learning from Counterfactual Links for Link Prediction | Jun 3, 2021 | Causal Inferencecounterfactual | CodeCode Available | 1 |
| Counterfactual Inference for Text Classification Debiasing | Aug 1, 2021 | Classificationcounterfactual | CodeCode Available | 1 |
| A Counterfactual Collaborative Session-based Recommender System | Jan 31, 2023 | Causal Inferencecounterfactual | CodeCode Available | 1 |
| Contrastive Mixture of Posteriors for Counterfactual Inference, Data Integration and Fairness | Jun 15, 2021 | counterfactualCounterfactual Inference | CodeCode Available | 1 |
| Clicks can be Cheating: Counterfactual Recommendation for Mitigating Clickbait Issue | Sep 21, 2020 | Click-Through Rate Predictioncounterfactual | CodeCode Available | 1 |
| Deep Structural Causal Models for Tractable Counterfactual Inference | Jun 11, 2020 | counterfactualCounterfactual Inference | CodeCode Available | 1 |
| A Structural Causal Model for MR Images of Multiple Sclerosis | Mar 4, 2021 | Causal Inferencecounterfactual | CodeCode Available | 1 |
| Learning Decomposed Representation for Counterfactual Inference | Jun 12, 2020 | counterfactualCounterfactual Inference | CodeCode Available | 1 |
| Blood Glucose Control Via Pre-trained Counterfactual Invertible Neural Networks | May 23, 2024 | counterfactualCounterfactual Inference | —Unverified | 0 |
