| Causal Triplet: An Open Challenge for Intervention-centric Causal Representation Learning | Jan 12, 2023 | counterfactualRepresentation Learning | CodeCode Available | 1 | 5 |
| Causal Proxy Models for Concept-Based Model Explanations | Sep 28, 2022 | 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 |
| Counterfactual Explanations for Time Series Forecasting | Oct 12, 2023 | counterfactualTime Series | CodeCode Available | 1 | 5 |
| Diffusion Models for Counterfactual Explanations | Mar 29, 2022 | counterfactual | CodeCode Available | 1 | 5 |
| Anytime-valid off-policy inference for contextual bandits | Oct 19, 2022 | counterfactualMulti-Armed Bandits | CodeCode Available | 1 | 5 |
| AdViCE: Aggregated Visual Counterfactual Explanations for Machine Learning Model Validation | Sep 12, 2021 | BIG-bench Machine Learningcounterfactual | CodeCode Available | 1 | 5 |
| Making Heads or Tails: Towards Semantically Consistent Visual Counterfactuals | Mar 24, 2022 | counterfactualCounterfactual Explanation | CodeCode Available | 1 | 5 |
| DiG-IN: Diffusion Guidance for Investigating Networks - Uncovering Classifier Differences Neuron Visualisations and Visual Counterfactual Explanations | Jan 1, 2024 | counterfactualimage-classification | CodeCode Available | 1 | 5 |
| Learning from Counterfactual Links for Link Prediction | Jun 3, 2021 | Causal Inferencecounterfactual | CodeCode Available | 1 | 5 |
| Gumbel Counterfactual Generation From Language Models | Nov 11, 2024 | counterfactualCounterfactual Reasoning | CodeCode Available | 1 | 5 |
| MECD+: Unlocking Event-Level Causal Graph Discovery for Video Reasoning | Jan 13, 2025 | Causal DiscoveryCausal Inference | CodeCode Available | 1 | 5 |
| Counterfactual Generative Modeling with Variational Causal Inference | Oct 16, 2024 | Causal Inferencecounterfactual | CodeCode Available | 1 | 5 |
| Causal Inference for Chatting Handoff | Oct 6, 2022 | Causal InferenceChatbot | CodeCode Available | 1 | 5 |
| Counterfactual Generative Networks | Jan 15, 2021 | Classificationcounterfactual | CodeCode Available | 1 | 5 |
| Counterfactual Generator: A Weakly-Supervised Method for Named Entity Recognition | Nov 1, 2020 | counterfactualnamed-entity-recognition | CodeCode Available | 1 | 5 |
| Counterfactual Inference for Text Classification Debiasing | Aug 1, 2021 | Classificationcounterfactual | CodeCode Available | 1 | 5 |
| MMWorld: Towards Multi-discipline Multi-faceted World Model Evaluation in Videos | Jun 12, 2024 | counterfactualFuture prediction | CodeCode Available | 1 | 5 |
| Empirical Analysis of Model Selection for Heterogeneous Causal Effect Estimation | Nov 3, 2022 | AutoMLCausal Inference | CodeCode Available | 1 | 5 |
| Modality-Balanced Learning for Multimedia Recommendation | Jul 26, 2024 | Collaborative Filteringcounterfactual | CodeCode Available | 1 | 5 |
| Multi-Aspect Controllable Text Generation with Disentangled Counterfactual Augmentation | May 30, 2024 | Attributecounterfactual | CodeCode Available | 1 | 5 |
| Multilinear Mixture of Experts: Scalable Expert Specialization through Factorization | Feb 19, 2024 | Attributecounterfactual | CodeCode Available | 1 | 5 |
| Multi-Objective Counterfactual Explanations | Apr 23, 2020 | counterfactualDiversity | CodeCode Available | 1 | 5 |
| NICE: An Algorithm for Nearest Instance Counterfactual Explanations | Apr 15, 2021 | counterfactual | CodeCode Available | 1 | 5 |
| Explainable Earth Surface Forecasting under Extreme Events | Oct 2, 2024 | counterfactualEarth Observation | CodeCode Available | 1 | 5 |
