| Enhancing Metabolic Syndrome Prediction with Hybrid Data Balancing and Counterfactuals | Apr 9, 2025 | counterfactualSynthetic Data Generation | CodeCode Available | 0 |
| Generalized Semantic Contrastive Learning via Embedding Side Information for Few-Shot Object Detection | Apr 9, 2025 | Contrastive Learningcounterfactual | CodeCode Available | 2 |
| Generative Framework for Personalized Persuasion: Inferring Causal, Counterfactual, and Latent Knowledge | Apr 8, 2025 | Causal Discoverycounterfactual | CodeCode Available | 0 |
| Restoring Feasibility in Power Grid Optimization: A Counterfactual ML Approach | Apr 8, 2025 | counterfactualDecision Making | —Unverified | 0 |
| OmniDrive: A Holistic Vision-Language Dataset for Autonomous Driving with Counterfactual Reasoning | Apr 6, 2025 | Autonomous Drivingcounterfactual | —Unverified | 0 |
| When is using AI the rational choice? The importance of counterfactuals in AI deployment decisions | Apr 4, 2025 | counterfactualNavigate | —Unverified | 0 |
| Counterfactual Inference under Thompson Sampling | Apr 3, 2025 | Causal Inferencecounterfactual | —Unverified | 0 |
| The quasi-semantic competence of LLMs: a case study on the part-whole relation | Apr 3, 2025 | counterfactualRelation | —Unverified | 0 |
| Semiparametric Counterfactual Regression | Apr 3, 2025 | counterfactualDecision Making | CodeCode Available | 0 |
| Improving Counterfactual Truthfulness for Molecular Property Prediction through Uncertainty Quantification | Apr 3, 2025 | counterfactualMolecular Property Prediction | —Unverified | 0 |
| A Causal Inference Framework for Data Rich Environments | Apr 2, 2025 | Causal Inferencecounterfactual | —Unverified | 0 |
| All Patches Matter, More Patches Better: Enhance AI-Generated Image Detection via Panoptic Patch Learning | Apr 2, 2025 | AllContrastive Learning | —Unverified | 0 |
| WHERE and WHICH: Iterative Debate for Biomedical Synthetic Data Augmentation | Mar 31, 2025 | counterfactualData Augmentation | —Unverified | 0 |
| When Counterfactual Reasoning Fails: Chaos and Real-World Complexity | Mar 31, 2025 | counterfactualCounterfactual Reasoning | —Unverified | 0 |
| Reinterpreting demand estimation | Mar 30, 2025 | Causal Inferencecounterfactual | —Unverified | 0 |
| Towards Interpretable Counterfactual Generation via Multimodal Autoregression | Mar 29, 2025 | counterfactualDecision Making | —Unverified | 0 |
| MASCOTS: Model-Agnostic Symbolic COunterfactual explanations for Time Series | Mar 28, 2025 | counterfactualCounterfactual Reasoning | —Unverified | 0 |
| A Causal Framework to Measure and Mitigate Non-binary Treatment Discrimination | Mar 28, 2025 | Binary Classificationcounterfactual | CodeCode Available | 0 |
| PyUAT: Open-source Python framework for efficient and scalable cell tracking | Mar 27, 2025 | Cell Trackingcounterfactual | CodeCode Available | 0 |
| Visual Jenga: Discovering Object Dependencies via Counterfactual Inpainting | Mar 27, 2025 | counterfactualObject | —Unverified | 0 |
| What Changed and What Could Have Changed? State-Change Counterfactuals for Procedure-Aware Video Representation Learning | Mar 27, 2025 | Action Segmentationcounterfactual | —Unverified | 0 |
| Inferring Treatment Effects in Large Panels by Uncovering Latent Similarities | Mar 26, 2025 | Causal Inferencecounterfactual | —Unverified | 0 |
| Diffusion Counterfactuals for Image Regressors | Mar 26, 2025 | counterfactualDenoising | CodeCode Available | 0 |
| Demand Estimation with Text and Image Data | Mar 26, 2025 | Attributecounterfactual | CodeCode Available | 1 |
| LLM-based Agent Simulation for Maternal Health Interventions: Uncertainty Estimation and Decision-focused Evaluation | Mar 25, 2025 | counterfactualDecision Making | CodeCode Available | 0 |
