| Robust image representations with counterfactual contrastive learning | Sep 16, 2024 | Contrastive Learningcounterfactual | CodeCode Available | 1 |
| SFR-RAG: Towards Contextually Faithful LLMs | Sep 16, 2024 | counterfactualHallucination | —Unverified | 0 |
| Enhancing RL Safety with Counterfactual LLM Reasoning | Sep 16, 2024 | counterfactualLanguage Modeling | CodeCode Available | 1 |
| Structural counterfactual analysis in macroeconomics: theory and inference | Sep 15, 2024 | counterfactual | —Unverified | 0 |
| A Simpler Alternative to Variational Regularized Counterfactual Risk Minimization | Sep 15, 2024 | counterfactualMulti-Label Classification | —Unverified | 0 |
| Proximal Ranking Policy Optimization for Practical Safety in Counterfactual Learning to Rank | Sep 15, 2024 | counterfactualLearning-To-Rank | —Unverified | 0 |
| On the limits of agency in agent-based models | Sep 14, 2024 | Computational Efficiencycounterfactual | CodeCode Available | 4 |
| TX-Gen: Multi-Objective Optimization for Sparse Counterfactual Explanations for Time-Series Classification | Sep 14, 2024 | counterfactualTime Series | —Unverified | 0 |
| Interactive Counterfactual Exploration of Algorithmic Harms in Recommender Systems | Sep 10, 2024 | counterfactualFairness | —Unverified | 0 |
| Celcomen: spatial causal disentanglement for single-cell and tissue perturbation modeling | Sep 9, 2024 | counterfactualDisentanglement | CodeCode Available | 1 |
| Latent 3D Brain MRI Counterfactual | Sep 9, 2024 | counterfactual | —Unverified | 0 |
| CRADLE-VAE: Enhancing Single-Cell Gene Perturbation Modeling with Counterfactual Reasoning-based Artifact Disentanglement | Sep 9, 2024 | counterfactualCounterfactual Reasoning | CodeCode Available | 0 |
| Debiasing Text Safety Classifiers through a Fairness-Aware Ensemble | Sep 5, 2024 | counterfactualFairness | CodeCode Available | 0 |
| Explainable AI for computational pathology identifies model limitations and tissue biomarkers | Sep 4, 2024 | Bias Detectioncounterfactual | CodeCode Available | 1 |
| Distribution Regression Difference-In-Differences | Sep 3, 2024 | counterfactualregression | —Unverified | 0 |
| Counterfactual Fairness by Combining Factual and Counterfactual Predictions | Sep 3, 2024 | counterfactualDecision Making | CodeCode Available | 0 |
| Price effects and pass-through of a VAT increase on restaurants in Germany: causal evidence for the first months and a mega sports event | Sep 2, 2024 | counterfactual | —Unverified | 0 |
| Assessing the Impact of Upselling in Online Fantasy Sports | Sep 1, 2024 | counterfactual | —Unverified | 0 |
| A Counterfactual Explanation Framework for Retrieval Models | Sep 1, 2024 | counterfactualCounterfactual Explanation | —Unverified | 0 |
| Evaluating Reliability in Medical DNNs: A Critical Analysis of Feature and Confidence-Based OOD Detection | Aug 30, 2024 | counterfactualMedical Image Analysis | CodeCode Available | 1 |
| See or Guess: Counterfactually Regularized Image Captioning | Aug 29, 2024 | Causal Inferencecounterfactual | CodeCode Available | 1 |
| Measuring the Reliability of Causal Probing Methods: Tradeoffs, Limitations, and the Plight of Nullifying Interventions | Aug 28, 2024 | counterfactual | —Unverified | 0 |
| Ensuring Equitable Financial Decisions: Leveraging Counterfactual Fairness and Deep Learning for Bias | Aug 27, 2024 | counterfactualData Augmentation | —Unverified | 0 |
| Evaluating Stability of Unreflective Alignment | Aug 27, 2024 | counterfactual | —Unverified | 0 |
| Using LLMs for Explaining Sets of Counterfactual Examples to Final Users | Aug 27, 2024 | Causal Inferencecounterfactual | CodeCode Available | 0 |