| Decoupling Local and Global Representations of Time Series | Feb 4, 2022 | counterfactualTime Series | CodeCode Available | 1 | 5 |
| Explaining NLP Models via Minimal Contrastive Editing (MiCE) | Dec 27, 2020 | counterfactualMultiple-choice | CodeCode Available | 1 | 5 |
| Deep Counterfactual Regret Minimization | Nov 1, 2018 | counterfactual | CodeCode Available | 1 | 5 |
| Calibrated Explanations for Regression | Aug 30, 2023 | counterfactualExplainable artificial intelligence | CodeCode Available | 1 | 5 |
| Calibrated Explanations: with Uncertainty Information and Counterfactuals | May 3, 2023 | counterfactualExplainable artificial intelligence | CodeCode Available | 1 | 5 |
| Continuous-Time Modeling of Counterfactual Outcomes Using Neural Controlled Differential Equations | Jun 16, 2022 | Causal Inferencecounterfactual | CodeCode Available | 1 | 5 |
| Contrastive Counterfactual Visual Explanations With Overdetermination | Jun 28, 2021 | counterfactual | CodeCode Available | 1 | 5 |
| CaMP: Causal Multi-policy Planning for Interactive Navigation in Multi-room Scenes | Sep 21, 2023 | counterfactualVisual Navigation | CodeCode Available | 1 | 5 |
| Decisions, Counterfactual Explanations and Strategic Behavior | Feb 11, 2020 | counterfactual | CodeCode Available | 1 | 5 |
| Causal Inference for Chatting Handoff | Oct 6, 2022 | Causal InferenceChatbot | CodeCode Available | 1 | 5 |
| CoSIm: Commonsense Reasoning for Counterfactual Scene Imagination | Jul 8, 2022 | counterfactual | CodeCode Available | 1 | 5 |
| On Robustness and Bias Analysis of BERT-based Relation Extraction | Sep 14, 2020 | counterfactualRelation | CodeCode Available | 1 | 5 |
| Are self-explanations from Large Language Models faithful? | Jan 15, 2024 | counterfactualFaithfulness Critic | CodeCode Available | 1 | 5 |
| Flooding Spread of Manipulated Knowledge in LLM-Based Multi-Agent Communities | Jul 10, 2024 | counterfactualFact Checking | CodeCode Available | 1 | 5 |
| Cooperative Multi-Agent Reinforcement Learning with Sequential Credit Assignment | May 21, 2021 | counterfactualMulti-agent Reinforcement Learning | 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 |
| Decomposed Soft Actor-Critic Method for Cooperative Multi-Agent Reinforcement Learning | Apr 14, 2021 | counterfactualDeep Reinforcement Learning | CodeCode Available | 1 | 5 |
| GenderCARE: A Comprehensive Framework for Assessing and Reducing Gender Bias in Large Language Models | Aug 22, 2024 | counterfactualData Augmentation | CodeCode Available | 1 | 5 |
| Capabilities of GPT-4 on Medical Challenge Problems | Mar 20, 2023 | counterfactualMemorization | CodeCode Available | 1 | 5 |
| Adversarial Counterfactual Learning and Evaluation for Recommender System | Nov 8, 2020 | Causal Inferencecounterfactual | CodeCode Available | 1 | 5 |
| CARLA: A Python Library to Benchmark Algorithmic Recourse and Counterfactual Explanation Algorithms | Aug 2, 2021 | Benchmarkingcounterfactual | CodeCode Available | 1 | 5 |
| CaRTS: Causality-driven Robot Tool Segmentation from Vision and Kinematics Data | Mar 15, 2022 | counterfactualSegmentation | CodeCode Available | 1 | 5 |
| Adversarial Counterfactual Visual Explanations | Mar 17, 2023 | counterfactualCounterfactual Explanation | CodeCode Available | 1 | 5 |
| CounterCurate: Enhancing Physical and Semantic Visio-Linguistic Compositional Reasoning via Counterfactual Examples | Feb 20, 2024 | counterfactualData Augmentation | CodeCode Available | 1 | 5 |
| CA-SpaceNet: Counterfactual Analysis for 6D Pose Estimation in Space | Jul 16, 2022 | 6D Pose EstimationCausal Inference | CodeCode Available | 1 | 5 |
| Towards explainable classifiers using the counterfactual approach -- global explanations for discovering bias in data | May 5, 2020 | Bias Detectioncounterfactual | CodeCode Available | 1 | 5 |
| Causal normalizing flows: from theory to practice | Jun 8, 2023 | counterfactual | CodeCode Available | 1 | 5 |
| Causal Action Influence Aware Counterfactual Data Augmentation | May 29, 2024 | counterfactualCounterfactual Reasoning | CodeCode Available | 1 | 5 |
| GRETEL: A unified framework for Graph Counterfactual Explanation Evaluation | Jun 7, 2022 | counterfactualCounterfactual Explanation | CodeCode Available | 1 | 5 |
| HalluciDoctor: Mitigating Hallucinatory Toxicity in Visual Instruction Data | Nov 22, 2023 | Attributecounterfactual | CodeCode Available | 1 | 5 |
| Counterfactual Conservative Q Learning for Offline Multi-agent Reinforcement Learning | Sep 22, 2023 | counterfactualMulti-agent Reinforcement Learning | CodeCode Available | 1 | 5 |
| Human Trajectory Prediction via Counterfactual Analysis | Jul 29, 2021 | Autonomous Vehiclescounterfactual | CodeCode Available | 1 | 5 |
| Causal Autoregressive Flows | Nov 4, 2020 | Causal DiscoveryCausal Inference | CodeCode Available | 1 | 5 |
| Counterfactual Causal Inference in Natural Language with Large Language Models | Oct 8, 2024 | ArticlesCausal Inference | CodeCode Available | 1 | 5 |
| Inducing Causal Structure for Interpretable Neural Networks | Dec 1, 2021 | counterfactualData Augmentation | CodeCode Available | 1 | 5 |
| CausalCite: A Causal Formulation of Paper Citations | Nov 5, 2023 | Causal Inferencecounterfactual | CodeCode Available | 1 | 5 |
| Instance-based Counterfactual Explanations for Time Series Classification | Sep 28, 2020 | Classificationcounterfactual | CodeCode Available | 1 | 5 |
| Causal Estimation of Memorisation Profiles | Jun 6, 2024 | counterfactualEconometrics | CodeCode Available | 1 | 5 |
| Counterfactual Cycle-Consistent Learning for Instruction Following and Generation in Vision-Language Navigation | Mar 30, 2022 | counterfactualData Augmentation | CodeCode Available | 1 | 5 |
| Counterfactual Data Augmentation using Locally Factored Dynamics | Jul 6, 2020 | counterfactualData Augmentation | CodeCode Available | 1 | 5 |
| CausalConceptTS: Causal Attributions for Time Series Classification using High Fidelity Diffusion Models | May 24, 2024 | counterfactualTime Series | CodeCode Available | 1 | 5 |
| Counterfactual Data Augmentation for Neural Machine Translation | Jun 1, 2021 | counterfactualData Augmentation | CodeCode Available | 1 | 5 |
| Counterfactual Explainable Recommendation | Aug 24, 2021 | Causal Inferencecounterfactual | CodeCode Available | 1 | 5 |
| Causal Diffusion Autoencoders: Toward Counterfactual Generation via Diffusion Probabilistic Models | Apr 27, 2024 | counterfactualDisentanglement | CodeCode Available | 1 | 5 |
| Counterfactual Debiasing Inference for Compositional Action Recognition | Oct 17, 2021 | Action RecognitionCausal Inference | CodeCode Available | 1 | 5 |
| I Wish I Would Have Loved This One, But I Didn't -- A Multilingual Dataset for Counterfactual Detection in Product Reviews | Apr 14, 2021 | counterfactualCounterfactual Detection | CodeCode Available | 1 | 5 |
| Causal Discovery in Physical Systems from Videos | Jul 1, 2020 | Causal Discoverycounterfactual | CodeCode Available | 1 | 5 |
| LANCE: Stress-testing Visual Models by Generating Language-guided Counterfactual Images | May 30, 2023 | counterfactualLanguage Modeling | CodeCode Available | 1 | 5 |
| AntGPT: Can Large Language Models Help Long-term Action Anticipation from Videos? | Jul 31, 2023 | Action Anticipationcounterfactual | CodeCode Available | 1 | 5 |
| CheXplaining in Style: Counterfactual Explanations for Chest X-rays using StyleGAN | Jul 15, 2022 | counterfactualMedical Image Analysis | CodeCode Available | 1 | 5 |
