| Automatic Debiased Estimation with Machine Learning-Generated Regressors | Jan 25, 2023 | counterfactualDimensionality Reduction | —Unverified | 0 | 0 |
| Difference-in-Differences with Sample Selection | Nov 14, 2024 | Causal Inferencecounterfactual | —Unverified | 0 | 0 |
| Difference-in-Differences with a Misclassified Treatment | Aug 4, 2022 | counterfactual | —Unverified | 0 | 0 |
| CoGS: Causality Constrained Counterfactual Explanations using goal-directed ASP | Jul 11, 2024 | Attributecounterfactual | —Unverified | 0 | 0 |
| Difference-in-Differences: Bridging Normalization and Disentanglement in PG-GAN | Oct 16, 2020 | counterfactualDisentanglement | —Unverified | 0 | 0 |
| Cognitive maps and schizophrenia | Oct 4, 2024 | counterfactualRepresentation Learning | —Unverified | 0 | 0 |
| Automatic Counterfactual Augmentation for Robust Text Classification Based on Word-Group Search | Jul 1, 2023 | counterfactualFairness | —Unverified | 0 | 0 |
| DifFaiRec: Generative Fair Recommender with Conditional Diffusion Model | Sep 18, 2024 | Attributecounterfactual | —Unverified | 0 | 0 |
| DifCluE: Generating Counterfactual Explanations with Diffusion Autoencoders and modal clustering | Feb 17, 2025 | Clusteringcounterfactual | —Unverified | 0 | 0 |
| DiCoFlex: Model-agnostic diverse counterfactuals with flexible control | May 29, 2025 | counterfactualDecision Making | —Unverified | 0 | 0 |
| COFFEE: Counterfactual Fairness for Personalized Text Generation in Explainable Recommendation | Oct 14, 2022 | counterfactualCounterfactual Inference | —Unverified | 0 | 0 |
| Automated and Distributed Statistical Analysis of Economic Agent-Based Models | Feb 10, 2021 | counterfactual | —Unverified | 0 | 0 |
| All Patches Matter, More Patches Better: Enhance AI-Generated Image Detection via Panoptic Patch Learning | Apr 2, 2025 | AllContrastive Learning | —Unverified | 0 | 0 |
| DiCE-Extended: A Robust Approach to Counterfactual Explanations in Machine Learning | Apr 26, 2025 | counterfactualDiversity | —Unverified | 0 | 0 |
| Diagnosis, Feedback, Adaptation: A Human-in-the-Loop Framework for Test-Time Policy Adaptation | Jul 12, 2023 | continuous-controlContinuous Control | —Unverified | 0 | 0 |
| Device-Cloud Collaborative Recommendation via Meta Controller | Jul 7, 2022 | counterfactualDevice-Cloud Collaboration | —Unverified | 0 | 0 |
| Detecting Trojaned DNNs Using Counterfactual Attributions | Dec 3, 2020 | counterfactualDiversity | —Unverified | 0 | 0 |
| COCO-Counterfactuals: Automatically Constructed Counterfactual Examples for Image-Text Pairs | Sep 23, 2023 | counterfactualData Augmentation | —Unverified | 0 | 0 |
| Assessing Electricity Service Unfairness with Transfer Counterfactual Learning | Oct 5, 2023 | Attributecounterfactual | —Unverified | 0 | 0 |
| Image Counterfactual Sensitivity Analysis for Detecting Unintended Bias | Jun 14, 2019 | Attributecounterfactual | —Unverified | 0 | 0 |
| Detecting and Understanding Generalization Barriers for Neural Machine Translation | Apr 5, 2020 | counterfactualMachine Translation | —Unverified | 0 | 0 |
| Designing User-Centric Behavioral Interventions to Prevent Dysglycemia with Novel Counterfactual Explanations | Oct 2, 2023 | counterfactual | —Unverified | 0 | 0 |
| CNRL at SemEval-2020 Task 5: Modelling Causal Reasoning in Language with Multi-Head Self-Attention Weights based Counterfactual Detection | May 31, 2020 | counterfactualCounterfactual Detection | —Unverified | 0 | 0 |
| Austria's KlimaTicket: Assessing the short-term impact of a cheap nationwide travel pass on demand | Jan 12, 2024 | counterfactual | —Unverified | 0 | 0 |
| Aligning Large Language Models with Counterfactual DPO | Jan 17, 2024 | counterfactual | —Unverified | 0 | 0 |
| Designing Counterfactual Generators using Deep Model Inversion | Sep 29, 2021 | counterfactualImage Generation | —Unverified | 0 | 0 |
| Design Information Disclosure under Bidder Heterogeneity in Online Advertising Auctions: Implications of Bid-Adherence Behavior | Oct 7, 2024 | counterfactual | —Unverified | 0 | 0 |
| Clinical outcome prediction under hypothetical interventions -- a representation learning framework for counterfactual reasoning | May 15, 2022 | counterfactualCounterfactual Reasoning | —Unverified | 0 | 0 |
| Deriving Strategic Market Insights with Large Language Models: A Benchmark for Forward Counterfactual Generation | May 26, 2025 | counterfactualCounterfactual Reasoning | —Unverified | 0 | 0 |
| Deriving Bounds and Inequality Constraints Using LogicalRelations Among Counterfactuals | Jul 1, 2020 | counterfactual | —Unverified | 0 | 0 |
| Denoising Concept Vectors with Sparse Autoencoders for Improved Language Model Steering | May 21, 2025 | counterfactualDenoising | —Unverified | 0 | 0 |
| Augmentation by Counterfactual Explanation -- Fixing an Overconfident Classifier | Oct 21, 2022 | Autonomous Drivingcounterfactual | —Unverified | 0 | 0 |
| Align-Deform-Subtract: An Interventional Framework for Explaining Object Differences | Mar 9, 2022 | counterfactualObject | —Unverified | 0 | 0 |
| Actionable Recourse via GANs for Mobile Health | Nov 12, 2022 | counterfactualCounterfactual Reasoning | —Unverified | 0 | 0 |
| Demographic Biases of Crowd Workers in Key Opinion Leaders Finding | Oct 18, 2021 | counterfactual | —Unverified | 0 | 0 |
| Demand and Welfare Analysis in Discrete Choice Models with Social Interactions | May 10, 2019 | counterfactualDiscrete Choice Models | —Unverified | 0 | 0 |
| Delayed and Indirect Impacts of Link Recommendations | Mar 17, 2023 | counterfactual | —Unverified | 0 | 0 |
| A Partial Initialization Strategy to Mitigate the Overfitting Problem in CATE Estimation with Hidden Confounding | Jan 15, 2025 | counterfactual | —Unverified | 0 | 0 |
| Deep Structural Causal Shape Models | Aug 23, 2022 | counterfactualImage Segmentation | —Unverified | 0 | 0 |
| CLEAR: Generative Counterfactual Explanations on Graphs | Oct 16, 2022 | counterfactualCounterfactual Explanation | —Unverified | 0 | 0 |
| DeepRite: Deep Recurrent Inverse TreatmEnt Weighting for Adjusting Time-varying Confounding in Modern Longitudinal Observational Data | Oct 28, 2020 | counterfactualManagement | —Unverified | 0 | 0 |
| CLEAR: Causal Explanations from Attention in Neural Recommenders | Oct 7, 2022 | counterfactualCounterfactual Explanation | —Unverified | 0 | 0 |
| A Two-Stage Mechanism for Demand Response Markets | May 24, 2022 | counterfactualVocal Bursts Valence Prediction | —Unverified | 0 | 0 |
| Plug-and-Play Model-Agnostic Counterfactual Policy Synthesis for Deep Reinforcement Learning based Recommendation | Aug 10, 2022 | counterfactualData Augmentation | —Unverified | 0 | 0 |
| Deep Learning with Logged Bandit Feedback | Jan 1, 2018 | counterfactualDeep Learning | —Unverified | 0 | 0 |
| Clarity: an improved gradient method for producing quality visual counterfactual explanations | Nov 22, 2022 | counterfactual | —Unverified | 0 | 0 |
| Attribution-based Explanations that Provide Recourse Cannot be Robust | May 31, 2022 | AttributeBIG-bench Machine Learning | —Unverified | 0 | 0 |
| Algorithms in Multi-Agent Systems: A Holistic Perspective from Reinforcement Learning and Game Theory | Jan 17, 2020 | counterfactualDeep Reinforcement Learning | —Unverified | 0 | 0 |
| Circuit-Based Intrinsic Methods to Detect Overfitting | Jul 3, 2019 | counterfactualMemorization | —Unverified | 0 | 0 |
| Deep Convolutional Neural Networks for Pairwise Causality | Jan 3, 2017 | AttributeCausal Discovery | —Unverified | 0 | 0 |