| Counterfactual Reasoning for Out-of-distribution Multimodal Sentiment Analysis | Jul 24, 2022 | Causal Inferencecounterfactual | CodeCode Available | 1 |
| Shift in house price estimates during COVID-19 reveals effect of crisis on collective speculation | Jul 21, 2022 | counterfactualDecision Making | —Unverified | 0 |
| Learning Counterfactually Invariant Predictors | Jul 20, 2022 | counterfactualObject Recognition | CodeCode Available | 1 |
| Alterfactual Explanations -- The Relevance of Irrelevance for Explaining AI Systems | Jul 19, 2022 | counterfactualCounterfactual Explanation | —Unverified | 0 |
| CA-SpaceNet: Counterfactual Analysis for 6D Pose Estimation in Space | Jul 16, 2022 | 6D Pose EstimationCausal Inference | CodeCode Available | 1 |
| Outcome-Guided Counterfactuals for Reinforcement Learning Agents from a Jointly Trained Generative Latent Space | Jul 15, 2022 | counterfactualReinforcement Learning (RL) | —Unverified | 0 |
| 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 |
| A Query-Optimal Algorithm for Finding Counterfactuals | Jul 14, 2022 | counterfactual | —Unverified | 0 |
| Hindsight Learning for MDPs with Exogenous Inputs | Jul 13, 2022 | counterfactualDecision Making | CodeCode Available | 0 |
| Causal Conceptions of Fairness and their Consequences | Jul 12, 2022 | counterfactualDecision Making | —Unverified | 0 |
| On the Relationship Between Counterfactual Explainer and Recommender | Jul 9, 2022 | Collaborative Filteringcounterfactual | —Unverified | 0 |
| SCouT: Synthetic Counterfactuals via Spatiotemporal Transformers for Actionable Healthcare | Jul 9, 2022 | counterfactualDecision Making | —Unverified | 0 |
| BOSS: Bottom-up Cross-modal Semantic Composition with Hybrid Counterfactual Training for Robust Content-based Image Retrieval | Jul 9, 2022 | Content-Based Image Retrievalcounterfactual | —Unverified | 0 |
| CoSIm: Commonsense Reasoning for Counterfactual Scene Imagination | Jul 8, 2022 | counterfactual | CodeCode Available | 1 |
| PoseGU: 3D Human Pose Estimation with Novel Human Pose Generator and Unbiased Learning | Jul 7, 2022 | 3D Human Pose Estimation3D Pose Estimation | —Unverified | 0 |
| Device-Cloud Collaborative Recommendation via Meta Controller | Jul 7, 2022 | counterfactualDevice-Cloud Collaboration | —Unverified | 0 |
| Evaluating Human-like Explanations for Robot Actions in Reinforcement Learning Scenarios | Jul 7, 2022 | counterfactualDecision Making | —Unverified | 0 |
| Towards Counterfactual Image Manipulation via CLIP | Jul 6, 2022 | counterfactualImage Manipulation | CodeCode Available | 1 |
| Robust Counterfactual Explanations for Tree-Based Ensembles | Jul 6, 2022 | counterfactual | —Unverified | 0 |
| De-Biasing Generative Models using Counterfactual Methods | Jul 4, 2022 | counterfactualDisentanglement | —Unverified | 0 |
| Counterfactually Measuring and Eliminating Social Bias in Vision-Language Pre-training Models | Jul 3, 2022 | counterfactual | CodeCode Available | 0 |
| Generating Counterfactual Hard Negative Samples for Graph Contrastive Learning | Jul 1, 2022 | Contrastive Learningcounterfactual | —Unverified | 0 |
| The (de)biasing effect of GAN-based augmentation methods on skin lesion images | Jun 30, 2022 | counterfactualData Augmentation | CodeCode Available | 1 |
| Flexible text generation for counterfactual fairness probing | Jun 28, 2022 | Attributecounterfactual | —Unverified | 0 |
