| Variational Causal Inference | Sep 13, 2022 | Causal Inferencecounterfactual | CodeCode Available | 1 |
| Sim2Word: Explaining Similarity with Representative Attribute Words via Counterfactual Explanations | Sep 8, 2022 | Attributecounterfactual | CodeCode Available | 1 |
| What is Healthy? Generative Counterfactual Diffusion for Lesion Localization | Jul 25, 2022 | counterfactualImage Segmentation | CodeCode Available | 1 |
| Counterfactual Reasoning for Out-of-distribution Multimodal Sentiment Analysis | Jul 24, 2022 | Causal Inferencecounterfactual | CodeCode Available | 1 |
| Learning Counterfactually Invariant Predictors | Jul 20, 2022 | counterfactualObject Recognition | CodeCode Available | 1 |
| CA-SpaceNet: Counterfactual Analysis for 6D Pose Estimation in Space | Jul 16, 2022 | 6D Pose EstimationCausal Inference | CodeCode Available | 1 |
| CheXplaining in Style: Counterfactual Explanations for Chest X-rays using StyleGAN | Jul 15, 2022 | counterfactualMedical Image Analysis | CodeCode Available | 1 |
| Reinforced Path Reasoning for Counterfactual Explainable Recommendation | Jul 14, 2022 | Attributecounterfactual | CodeCode Available | 1 |
| CoSIm: Commonsense Reasoning for Counterfactual Scene Imagination | Jul 8, 2022 | counterfactual | CodeCode Available | 1 |
| Towards Counterfactual Image Manipulation via CLIP | Jul 6, 2022 | counterfactualImage Manipulation | CodeCode Available | 1 |
| The (de)biasing effect of GAN-based augmentation methods on skin lesion images | Jun 30, 2022 | counterfactualData Augmentation | CodeCode Available | 1 |
| Continuous-Time Modeling of Counterfactual Outcomes Using Neural Controlled Differential Equations | Jun 16, 2022 | Causal Inferencecounterfactual | CodeCode Available | 1 |
| Memory-Based Model Editing at Scale | Jun 13, 2022 | counterfactualDialogue Generation | CodeCode Available | 1 |
| Ask to Know More: Generating Counterfactual Explanations for Fake Claims | Jun 10, 2022 | Articlescounterfactual | CodeCode Available | 1 |
| ESCHER: Eschewing Importance Sampling in Games by Computing a History Value Function to Estimate Regret | Jun 8, 2022 | counterfactual | CodeCode Available | 1 |
| GRETEL: A unified framework for Graph Counterfactual Explanation Evaluation | Jun 7, 2022 | counterfactualCounterfactual Explanation | CodeCode Available | 1 |
| D'ARTAGNAN: Counterfactual Video Generation | Jun 3, 2022 | Anatomycounterfactual | CodeCode Available | 1 |
| From Representation to Reasoning: Towards both Evidence and Commonsense Reasoning for Video Question-Answering | May 30, 2022 | counterfactualDescriptive | CodeCode Available | 1 |
| CEBaB: Estimating the Causal Effects of Real-World Concepts on NLP Model Behavior | May 27, 2022 | Causal Inferencecounterfactual | CodeCode Available | 1 |
| Sparse Visual Counterfactual Explanations in Image Space | May 16, 2022 | counterfactual | CodeCode Available | 1 |
| Should We Rely on Entity Mentions for Relation Extraction? Debiasing Relation Extraction with Counterfactual Analysis | May 8, 2022 | counterfactualRelation | CodeCode Available | 1 |
| ExSum: From Local Explanations to Model Understanding | Apr 30, 2022 | counterfactualmodel | CodeCode Available | 1 |
| User-controllable Recommendation Against Filter Bubbles | Apr 29, 2022 | Blockingcounterfactual | CodeCode Available | 1 |
| Causal Transformer for Estimating Counterfactual Outcomes | Apr 14, 2022 | counterfactual | CodeCode Available | 1 |
| Global Counterfactual Explanations: Investigations, Implementations and Improvements | Apr 14, 2022 | counterfactualCounterfactual Explanation | CodeCode Available | 1 |
