| Identifying Spurious Correlations using Counterfactual Alignment | Dec 1, 2023 | Attributecounterfactual | CodeCode Available | 1 |
| Towards Assessing and Benchmarking Risk-Return Tradeoff of Off-Policy Evaluation | Nov 30, 2023 | Benchmarkingcounterfactual | CodeCode Available | 1 |
| VITATECS: A Diagnostic Dataset for Temporal Concept Understanding of Video-Language Models | Nov 29, 2023 | counterfactualDiagnostic | CodeCode Available | 1 |
| DiG-IN: Diffusion Guidance for Investigating Networks -- Uncovering Classifier Differences Neuron Visualisations and Visual Counterfactual Explanations | Nov 29, 2023 | counterfactualimage-classification | CodeCode Available | 1 |
| HalluciDoctor: Mitigating Hallucinatory Toxicity in Visual Instruction Data | Nov 22, 2023 | Attributecounterfactual | CodeCode Available | 1 |
| Generating Realistic Counterfactuals for Retinal Fundus and OCT Images using Diffusion Models | Nov 20, 2023 | counterfactualCounterfactual Reasoning | CodeCode Available | 1 |
| The Linear Representation Hypothesis and the Geometry of Large Language Models | Nov 7, 2023 | counterfactualSentence | CodeCode Available | 1 |
| CausalCite: A Causal Formulation of Paper Citations | Nov 5, 2023 | Causal Inferencecounterfactual | CodeCode Available | 1 |
| Towards objective and systematic evaluation of bias in artificial intelligence for medical imaging | Nov 3, 2023 | counterfactual | CodeCode Available | 1 |
| Intriguing Properties of Data Attribution on Diffusion Models | Nov 1, 2023 | counterfactual | CodeCode Available | 1 |
| D4Explainer: In-Distribution GNN Explanations via Discrete Denoising Diffusion | Oct 30, 2023 | counterfactualDenoising | CodeCode Available | 1 |
| Causality-Inspired Fair Representation Learning for Multimodal Recommendation | Oct 26, 2023 | AttributeCausal Inference | CodeCode Available | 1 |
| Local Universal Explainer (LUX) -- a rule-based explainer with factual, counterfactual and visual explanations | Oct 23, 2023 | counterfactualExplainable artificial intelligence | CodeCode Available | 1 |
| Improving Large Language Models in Event Relation Logical Prediction | Oct 13, 2023 | counterfactualEvent Relation Extraction | CodeCode Available | 1 |
| Counterfactual Explanations for Time Series Forecasting | Oct 12, 2023 | counterfactualTime Series | CodeCode Available | 1 |
| Explainable Image Similarity: Integrating Siamese Networks and Grad-CAM | Oct 11, 2023 | counterfactualDecision Making | CodeCode Available | 1 |
| What If the TV Was Off? Examining Counterfactual Reasoning Abilities of Multi-modal Language Models | Oct 10, 2023 | BenchmarkingCode Generation | CodeCode Available | 1 |
| Latent Diffusion Counterfactual Explanations | Oct 10, 2023 | counterfactual | CodeCode Available | 1 |
| MenatQA: A New Dataset for Testing the Temporal Comprehension and Reasoning Abilities of Large Language Models | Oct 8, 2023 | counterfactual | CodeCode Available | 1 |
| Tractable Bounding of Counterfactual Queries by Knowledge Compilation | Oct 5, 2023 | counterfactual | CodeCode Available | 1 |
| GNNX-BENCH: Unravelling the Utility of Perturbation-based GNN Explainers through In-depth Benchmarking | Oct 3, 2023 | Benchmarkingcounterfactual | CodeCode Available | 1 |
| Counterfactual Conservative Q Learning for Offline Multi-agent Reinforcement Learning | Sep 22, 2023 | counterfactualMulti-agent Reinforcement Learning | CodeCode Available | 1 |
| CaMP: Causal Multi-policy Planning for Interactive Navigation in Multi-room Scenes | Sep 21, 2023 | counterfactualVisual Navigation | CodeCode Available | 1 |
| CaMP: Causal Multi-policy Planning for Interactive Navigation in Multi-room Scenes | Sep 21, 2023 | counterfactualVisual Navigation | CodeCode Available | 1 |
| Accelerating Nash Equilibrium Convergence in Monte Carlo Settings Through Counterfactual Value Based Fictitious Play | Sep 4, 2023 | counterfactual | CodeCode Available | 1 |
