| Ask to Know More: Generating Counterfactual Explanations for Fake Claims | Jun 10, 2022 | Articlescounterfactual | CodeCode Available | 1 | 5 |
| Evading the Simplicity Bias: Training a Diverse Set of Models Discovers Solutions with Superior OOD Generalization | May 12, 2021 | counterfactualModel Selection | CodeCode Available | 1 | 5 |
| COLD Decoding: Energy-based Constrained Text Generation with Langevin Dynamics | Feb 23, 2022 | counterfactualCounterfactual Reasoning | CodeCode Available | 1 | 5 |
| Evaluating Reliability in Medical DNNs: A Critical Analysis of Feature and Confidence-Based OOD Detection | Aug 30, 2024 | counterfactualMedical Image Analysis | CodeCode Available | 1 | 5 |
| Explainable Data-Driven Optimization: From Context to Decision and Back Again | Jan 24, 2023 | counterfactualCounterfactual Explanation | CodeCode Available | 1 | 5 |
| Explainable Earth Surface Forecasting under Extreme Events | Oct 2, 2024 | counterfactualEarth Observation | CodeCode Available | 1 | 5 |
| A Counterfactual Safety Margin Perspective on the Scoring of Autonomous Vehicles' Riskiness | Aug 2, 2023 | Autonomous Vehiclescounterfactual | CodeCode Available | 1 | 5 |
| Contrastive Mixture of Posteriors for Counterfactual Inference, Data Integration and Fairness | Jun 15, 2021 | counterfactualCounterfactual Inference | CodeCode Available | 1 | 5 |
| Explaining Deep Graph Networks with Molecular Counterfactuals | Nov 9, 2020 | counterfactualPrediction | CodeCode Available | 1 | 5 |
| Bias and Fairness in Large Language Models: A Survey | Sep 2, 2023 | counterfactualFairness | CodeCode Available | 1 | 5 |
| Exploring Diffusion Time-steps for Unsupervised Representation Learning | Jan 21, 2024 | Attributecounterfactual | CodeCode Available | 1 | 5 |
| Counterfactual Generative Networks | Jan 15, 2021 | Classificationcounterfactual | CodeCode Available | 1 | 5 |
| Counterfactual Explanations in Sequential Decision Making Under Uncertainty | Jul 6, 2021 | counterfactualCounterfactual Explanation | CodeCode Available | 1 | 5 |
| ExSum: From Local Explanations to Model Understanding | Apr 30, 2022 | counterfactualmodel | CodeCode Available | 1 | 5 |
| Counterfactual Explanations for Time Series Forecasting | Oct 12, 2023 | counterfactualTime Series | CodeCode Available | 1 | 5 |
| A Survey of Deep Causal Models and Their Industrial Applications | Sep 19, 2022 | Causal Inferencecounterfactual | CodeCode Available | 1 | 5 |
| DiG-IN: Diffusion Guidance for Investigating Networks -- Uncovering Classifier Differences Neuron Visualisations and Visual Counterfactual Explanations | Nov 29, 2023 | counterfactualimage-classification | CodeCode Available | 1 | 5 |
| A Survey on Causal Inference for Recommendation | Mar 21, 2023 | Causal Inferencecounterfactual | CodeCode Available | 1 | 5 |
| A Survey on Graph Counterfactual Explanations: Definitions, Methods, Evaluation, and Research Challenges | Oct 21, 2022 | BenchmarkingCommunity Detection | CodeCode Available | 1 | 5 |
| A Ladder of Causal Distances | May 5, 2020 | BenchmarkingCausal Discovery | CodeCode Available | 1 | 5 |
| Contextual Debiasing for Visual Recognition With Causal Mechanisms | Jan 1, 2022 | Causal Inferencecounterfactual | CodeCode Available | 1 | 5 |
| Continuous-Time Modeling of Counterfactual Outcomes Using Neural Controlled Differential Equations | Jun 16, 2022 | Causal Inferencecounterfactual | CodeCode Available | 1 | 5 |
| Algorithmic Recourse: from Counterfactual Explanations to Interventions | Feb 14, 2020 | counterfactualDecision Making | CodeCode Available | 1 | 5 |
| FuseDream: Training-Free Text-to-Image Generation with Improved CLIP+GAN Space Optimization | Dec 2, 2021 | counterfactualImage Generation | CodeCode Available | 1 | 5 |
| BiasEdit: Debiasing Stereotyped Language Models via Model Editing | Mar 11, 2025 | counterfactualLanguage Modeling | CodeCode Available | 1 | 5 |
