| Statistical Perspective on Functional and Causal Neural Connectomics: The Time-Aware PC Algorithm | Apr 11, 2022 | Causal Inferencecounterfactual | CodeCode Available | 1 |
| Knowledge Infused Decoding | Apr 6, 2022 | counterfactualQuestion Answering | CodeCode Available | 1 |
| CIRS: Bursting Filter Bubbles by Counterfactual Interactive Recommender System | Apr 4, 2022 | Causal Inferencecounterfactual | CodeCode Available | 1 |
| Counterfactual Cycle-Consistent Learning for Instruction Following and Generation in Vision-Language Navigation | Mar 30, 2022 | counterfactualData Augmentation | CodeCode Available | 1 |
| Diffusion Models for Counterfactual Explanations | Mar 29, 2022 | counterfactual | CodeCode Available | 1 |
| Making Heads or Tails: Towards Semantically Consistent Visual Counterfactuals | Mar 24, 2022 | counterfactualCounterfactual Explanation | CodeCode Available | 1 |
| CaRTS: Causality-driven Robot Tool Segmentation from Vision and Kinematics Data | Mar 15, 2022 | counterfactualSegmentation | CodeCode Available | 1 |
| MERIt: Meta-Path Guided Contrastive Learning for Logical Reasoning | Mar 1, 2022 | Contrastive Learningcounterfactual | CodeCode Available | 1 |
| Disentangling Long and Short-Term Interests for Recommendation | Feb 26, 2022 | Contrastive Learningcounterfactual | CodeCode Available | 1 |
| DoCoGen: Domain Counterfactual Generation for Low Resource Domain Adaptation | Feb 24, 2022 | counterfactualDomain Adaptation | CodeCode Available | 1 |
| COLD Decoding: Energy-based Constrained Text Generation with Langevin Dynamics | Feb 23, 2022 | counterfactualCounterfactual Reasoning | CodeCode Available | 1 |
| Diffusion Causal Models for Counterfactual Estimation | Feb 21, 2022 | counterfactual | CodeCode Available | 1 |
| Learning and Evaluating Graph Neural Network Explanations based on Counterfactual and Factual Reasoning | Feb 17, 2022 | Causal Inferencecounterfactual | CodeCode Available | 1 |
| Decoupling Local and Global Representations of Time Series | Feb 4, 2022 | counterfactualTime Series | CodeCode Available | 1 |
| Which Style Makes Me Attractive? Interpretable Control Discovery and Counterfactual Explanation on StyleGAN | Jan 24, 2022 | counterfactualCounterfactual Explanation | CodeCode Available | 1 |
| On the Robustness of Sparse Counterfactual Explanations to Adverse Perturbations | Jan 22, 2022 | counterfactualCounterfactual Explanation | CodeCode Available | 1 |
| Learning Fair Node Representations with Graph Counterfactual Fairness | Jan 10, 2022 | Attributecounterfactual | CodeCode Available | 1 |
| BITES: Balanced Individual Treatment Effect for Survival data | Jan 5, 2022 | counterfactual | CodeCode Available | 1 |
| Debiased Learning from Naturally Imbalanced Pseudo-Labels | Jan 5, 2022 | counterfactualCounterfactual Reasoning | CodeCode Available | 1 |
| Contextual Debiasing for Visual Recognition With Causal Mechanisms | Jan 1, 2022 | Causal Inferencecounterfactual | CodeCode Available | 1 |
| CRASS: A Novel Data Set and Benchmark to Test Counterfactual Reasoning of Large Language Models | Dec 22, 2021 | counterfactualCounterfactual Reasoning | CodeCode Available | 1 |
| Unsupervised Editing for Counterfactual Stories | Dec 10, 2021 | counterfactual | CodeCode Available | 1 |
| FuseDream: Training-Free Text-to-Image Generation with Improved CLIP+GAN Space Optimization | Dec 2, 2021 | counterfactualImage Generation | CodeCode Available | 1 |
| SyncTwin: Treatment Effect Estimation with Longitudinal Outcomes | Dec 1, 2021 | counterfactual | CodeCode Available | 1 |
| Inducing Causal Structure for Interpretable Neural Networks | Dec 1, 2021 | counterfactualData Augmentation | CodeCode Available | 1 |
