| CausalSR: Structural Causal Model-Driven Super-Resolution with Counterfactual Inference | Jan 27, 2025 | Causal Inferencecounterfactual | CodeCode Available | 0 |
| Philip G. Wright, directed acyclic graphs, and instrumental variables | Jan 26, 2025 | Causal Inferencecounterfactual | —Unverified | 0 |
| Optimal Transport on Categorical Data for Counterfactuals using Compositional Data and Dirichlet Transport | Jan 26, 2025 | counterfactualFairness | CodeCode Available | 0 |
| Large Language Models as Theory of Mind Aware Generative Agents with Counterfactual Reflection | Jan 26, 2025 | Common Sense Reasoningcounterfactual | —Unverified | 0 |
| Asymmetrical Latent Representation for Individual Treatment Effect Modeling | Jan 23, 2025 | counterfactualCounterfactual Reasoning | —Unverified | 0 |
| Triplet Synthesis For Enhancing Composed Image Retrieval via Counterfactual Image Generation | Jan 22, 2025 | counterfactualImage Generation | —Unverified | 0 |
| Generating with Fairness: A Modality-Diffused Counterfactual Framework for Incomplete Multimodal Recommendations | Jan 21, 2025 | counterfactualFairness | CodeCode Available | 1 |
| Fairness Testing through Extreme Value Theory | Jan 20, 2025 | counterfactualFairness | —Unverified | 0 |
| Modeling Attention during Dimensional Shifts with Counterfactual and Delayed Feedback | Jan 19, 2025 | counterfactualDecision Making | CodeCode Available | 0 |
| Leveraging counterfactual concepts for debugging and improving CNN model performance | Jan 19, 2025 | counterfactualCounterfactual Explanation | —Unverified | 0 |
| Counterfactual Explanations for k-means and Gaussian Clustering | Jan 17, 2025 | Clusteringcounterfactual | —Unverified | 0 |
| Temporal Causal Reasoning with (Non-Recursive) Structural Equation Models | Jan 17, 2025 | counterfactual | —Unverified | 0 |
| Finding the Trigger: Causal Abductive Reasoning on Video Events | Jan 16, 2025 | counterfactualManagement | —Unverified | 0 |
| Beyond Reward Hacking: Causal Rewards for Large Language Model Alignment | Jan 16, 2025 | Causal Inferencecounterfactual | CodeCode Available | 4 |
| Reassessing the Role of Chain-of-Thought in Sentiment Analysis: Insights and Limitations | Jan 15, 2025 | counterfactualSentiment Analysis | —Unverified | 0 |
| A Partial Initialization Strategy to Mitigate the Overfitting Problem in CATE Estimation with Hidden Confounding | Jan 15, 2025 | counterfactual | —Unverified | 0 |
| Graph Counterfactual Explainable AI via Latent Space Traversal | Jan 15, 2025 | counterfactual | —Unverified | 0 |
| OptiChat: Bridging Optimization Models and Practitioners with Large Language Models | Jan 14, 2025 | Code Generationcounterfactual | CodeCode Available | 2 |
| An AI-driven framework for rapid and localized optimizations of urban open spaces | Jan 14, 2025 | counterfactualFeature Importance | —Unverified | 0 |
| MECD+: Unlocking Event-Level Causal Graph Discovery for Video Reasoning | Jan 13, 2025 | Causal DiscoveryCausal Inference | CodeCode Available | 1 |
| Neural Probabilistic Circuits: Enabling Compositional and Interpretable Predictions through Logical Reasoning | Jan 13, 2025 | Attributecounterfactual | —Unverified | 0 |
| What Is a Counterfactual Cause in Action Theories? | Jan 12, 2025 | counterfactual | —Unverified | 0 |
| Towards Counterfactual and Contrastive Explainability and Transparency of DCNN Image Classifiers | Jan 12, 2025 | counterfactual | —Unverified | 0 |
| Faithful Counterfactual Visual Explanations (FCVE) | Jan 12, 2025 | counterfactualCounterfactual Explanation | —Unverified | 0 |
| Counterfactually Fair Reinforcement Learning via Sequential Data Preprocessing | Jan 10, 2025 | Causal Inferencecounterfactual | —Unverified | 0 |