| Decoupling Local and Global Representations of Time Series | Feb 4, 2022 | counterfactualTime Series | CodeCode Available | 1 | 5 |
| Explaining Deep Graph Networks with Molecular Counterfactuals | Nov 9, 2020 | counterfactualPrediction | CodeCode Available | 1 | 5 |
| Benchmarking Counterfactual Image Generation | Mar 29, 2024 | BenchmarkingConditional Image Generation | CodeCode Available | 1 | 5 |
| Deep Counterfactual Estimation with Categorical Background Variables | Oct 11, 2022 | Causal Inferencecounterfactual | CodeCode Available | 1 | 5 |
| Calibrated Explanations: with Uncertainty Information and Counterfactuals | May 3, 2023 | counterfactualExplainable artificial intelligence | CodeCode Available | 1 | 5 |
| Contextual Debiasing for Visual Recognition With Causal Mechanisms | Jan 1, 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 |
| DeCaFlow: A Deconfounding Causal Generative Model | Mar 19, 2025 | Causal Inferencecounterfactual | CodeCode Available | 1 | 5 |
| ExSum: From Local Explanations to Model Understanding | Apr 30, 2022 | counterfactualmodel | CodeCode Available | 1 | 5 |
| Causal Inference for Chatting Handoff | Oct 6, 2022 | Causal InferenceChatbot | CodeCode Available | 1 | 5 |
| Decisions, Counterfactual Explanations and Strategic Behavior | Feb 11, 2020 | counterfactual | CodeCode Available | 1 | 5 |
| Are self-explanations from Large Language Models faithful? | Jan 15, 2024 | counterfactualFaithfulness Critic | CodeCode Available | 1 | 5 |
| Fast Diffusion-Based Counterfactuals for Shortcut Removal and Generation | Dec 21, 2023 | counterfactualCounterfactual Explanation | CodeCode Available | 1 | 5 |
| Flooding Spread of Manipulated Knowledge in LLM-Based Multi-Agent Communities | Jul 10, 2024 | counterfactualFact Checking | CodeCode Available | 1 | 5 |
| Causality-Inspired Fair Representation Learning for Multimodal Recommendation | Oct 26, 2023 | AttributeCausal Inference | 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 |
| 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 |
| Gumbel Counterfactual Generation From Language Models | Nov 11, 2024 | counterfactualCounterfactual Reasoning | 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 |
| Gifsplanation via Latent Shift: A Simple Autoencoder Approach to Counterfactual Generation for Chest X-rays | Feb 18, 2021 | counterfactualImage Attribution | 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 |
| Causal Action Influence Aware Counterfactual Data Augmentation | May 29, 2024 | counterfactualCounterfactual Reasoning | CodeCode Available | 1 | 5 |
| GPU-Accelerated Counterfactual Regret Minimization | Aug 27, 2024 | counterfactualGPU | CodeCode Available | 1 | 5 |
| Graph Neural Networks for Vulnerability Detection: A Counterfactual Explanation | Apr 24, 2024 | counterfactualCounterfactual Explanation | CodeCode Available | 1 | 5 |
| Counterfactual Attention Learning for Fine-Grained Visual Categorization and Re-identification | Aug 19, 2021 | Causal Inferencecounterfactual | CodeCode Available | 1 | 5 |
| Counterfactual Causal Inference in Natural Language with Large Language Models | Oct 8, 2024 | ArticlesCausal Inference | CodeCode Available | 1 | 5 |
| Causal Autoregressive Flows | Nov 4, 2020 | Causal DiscoveryCausal Inference | CodeCode Available | 1 | 5 |
| Causal Estimation of Memorisation Profiles | Jun 6, 2024 | counterfactualEconometrics | CodeCode Available | 1 | 5 |
| Counterfactual Data Augmentation using Locally Factored Dynamics | Jul 6, 2020 | counterfactualData Augmentation | CodeCode Available | 1 | 5 |
| CausalCite: A Causal Formulation of Paper Citations | Nov 5, 2023 | Causal Inferencecounterfactual | CodeCode Available | 1 | 5 |
| Improving Conversational Recommendation Systems via Counterfactual Data Simulation | Jun 5, 2023 | Conversational Recommendationcounterfactual | CodeCode Available | 1 | 5 |
| Towards Fair Graph Neural Networks via Graph Counterfactual | Jul 10, 2023 | counterfactualFairness | CodeCode Available | 1 | 5 |
| Debiasing Recommendation with Personal Popularity | Feb 12, 2024 | counterfactualCounterfactual Inference | CodeCode Available | 1 | 5 |
| Instance-based Counterfactual Explanations for Time Series Classification | Sep 28, 2020 | Classificationcounterfactual | 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 Cycle-Consistent Learning for Instruction Following and Generation in Vision-Language Navigation | Mar 30, 2022 | counterfactualData Augmentation | CodeCode Available | 1 | 5 |
| Introspective Distillation for Robust Question Answering | Nov 1, 2021 | counterfactualInductive Bias | CodeCode Available | 1 | 5 |
| Causal Diffusion Autoencoders: Toward Counterfactual Generation via Diffusion Probabilistic Models | Apr 27, 2024 | counterfactualDisentanglement | CodeCode Available | 1 | 5 |
| Is Knowledge All Large Language Models Needed for Causal Reasoning? | Dec 30, 2023 | AllCausal Discovery | CodeCode Available | 1 | 5 |
| Counterfactual Debiasing Inference for Compositional Action Recognition | Oct 17, 2021 | Action RecognitionCausal Inference | CodeCode Available | 1 | 5 |
| Causal Discovery in Physical Systems from Videos | Jul 1, 2020 | Causal Discoverycounterfactual | CodeCode Available | 1 | 5 |
| Counterfactual Evaluation of Slate Recommendations with Sequential Reward Interactions | Jul 25, 2020 | counterfactualNews Recommendation | 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 |
| Decomposed Soft Actor-Critic Method for Cooperative Multi-Agent Reinforcement Learning | Apr 14, 2021 | counterfactualDeep Reinforcement Learning | CodeCode Available | 1 | 5 |
