| Eliminating the Language Bias for Visual Question Answering with fine-grained Causal Intervention | Oct 14, 2024 | Contrastive Learningcounterfactual | —Unverified | 0 |
| Is Structure Dependence Shaped for Efficient Communication?: A Case Study on Coordination | Oct 14, 2024 | counterfactual | CodeCode Available | 0 |
| Use of What-if Scenarios to Help Explain Artificial Intelligence Models for Neonatal Health | Oct 12, 2024 | counterfactualData Augmentation | CodeCode Available | 0 |
| Uncertainty-Aware Optimal Treatment Selection for Clinical Time Series | Oct 11, 2024 | counterfactualTime Series | —Unverified | 0 |
| Natural Language Counterfactual Explanations for Graphs Using Large Language Models | Oct 11, 2024 | counterfactualExplainable artificial intelligence | CodeCode Available | 0 |
| Multi-Facet Counterfactual Learning for Content Quality Evaluation | Oct 10, 2024 | Contrastive Learningcounterfactual | —Unverified | 0 |
| Time Can Invalidate Algorithmic Recourse | Oct 10, 2024 | counterfactualvalid | CodeCode Available | 0 |
| Learning to Balance Altruism and Self-interest Based on Empathy in Mixed-Motive Games | Oct 10, 2024 | counterfactualCounterfactual Reasoning | —Unverified | 0 |
| Group Shapley Value and Counterfactual Simulations in a Structural Model | Oct 9, 2024 | counterfactual | —Unverified | 0 |
| Bounds and Sensitivity Analysis of the Causal Effect Under Outcome-Independent MNAR Confounding | Oct 9, 2024 | counterfactualSensitivity | —Unverified | 0 |
| Unsupervised Model Diagnosis | Oct 8, 2024 | counterfactualKeypoint Detection | —Unverified | 0 |
| Are causal effect estimations enough for optimal recommendations under multitreatment scenarios? | Oct 7, 2024 | counterfactual | —Unverified | 0 |
| Design Information Disclosure under Bidder Heterogeneity in Online Advertising Auctions: Implications of Bid-Adherence Behavior | Oct 7, 2024 | counterfactual | —Unverified | 0 |
| Cognitive maps and schizophrenia | Oct 4, 2024 | counterfactualRepresentation Learning | —Unverified | 0 |
| Investigating and Mitigating Object Hallucinations in Pretrained Vision-Language (CLIP) Models | Oct 4, 2024 | counterfactualData Augmentation | CodeCode Available | 0 |
| ActPlan-1K: Benchmarking the Procedural Planning Ability of Visual Language Models in Household Activities | Oct 4, 2024 | Benchmarkingcounterfactual | —Unverified | 0 |
| Self-eXplainable AI for Medical Image Analysis: A Survey and New Outlooks | Oct 3, 2024 | counterfactualCounterfactual Explanation | —Unverified | 0 |
| Reasoning Elicitation in Language Models via Counterfactual Feedback | Oct 2, 2024 | counterfactualQuestion Answering | —Unverified | 0 |
| Learning Personalized Treatment Decisions in Precision Medicine: Disentangling Treatment Assignment Bias in Counterfactual Outcome Prediction and Biomarker Identification | Oct 1, 2024 | counterfactual | CodeCode Available | 0 |
| Mitigating Propensity Bias of Large Language Models for Recommender Systems | Sep 30, 2024 | counterfactualCounterfactual Inference | —Unverified | 0 |
| What If We Had Used a Different App? Reliable Counterfactual KPI Analysis in Wireless Systems | Sep 30, 2024 | Conformal Predictioncounterfactual | CodeCode Available | 0 |
| Counterfactual Evaluation of Ads Ranking Models through Domain Adaptation | Sep 29, 2024 | counterfactualDomain Adaptation | —Unverified | 0 |
| Ads Supply Personalization via Doubly Robust Learning | Sep 29, 2024 | counterfactual | —Unverified | 0 |
| Good Data Is All Imitation Learning Needs | Sep 26, 2024 | Allcounterfactual | —Unverified | 0 |
| CleanerCLIP: Fine-grained Counterfactual Semantic Augmentation for Backdoor Defense in Contrastive Learning | Sep 26, 2024 | backdoor defenseContrastive Learning | —Unverified | 0 |