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Counterfactual Inference

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Showing 1–50 of 124 papers

TitleStatusHype
Path-Specific Counterfactual Fairness for Recommender SystemsCode1
Modeling Causal Mechanisms with Diffusion Models for Interventional and Counterfactual QueriesCode1
Debiasing Recommendation with Personal PopularityCode1
Counterfactual Debiasing Inference for Compositional Action RecognitionCode1
Measuring axiomatic soundness of counterfactual image modelsCode1
Contrastive Mixture of Posteriors for Counterfactual Inference, Data Integration and FairnessCode1
User-controllable Recommendation Against Filter BubblesCode1
Counterfactual Inference for Text Classification DebiasingCode1
Disentangling ID and Modality Effects for Session-based RecommendationCode1
Counterfactual VQA: A Cause-Effect Look at Language BiasCode1
MECD+: Unlocking Event-Level Causal Graph Discovery for Video ReasoningCode1
Learning Decomposed Representation for Counterfactual InferenceCode1
Leveraging Structured Biological Knowledge for Counterfactual Inference: a Case Study of Viral PathogenesisCode1
Modality-Balanced Learning for Multimedia RecommendationCode1
Counterfactual Reasoning for Out-of-distribution Multimodal Sentiment AnalysisCode1
Enabling Counterfactual Survival Analysis with Balanced RepresentationsCode1
Doubly Abductive Counterfactual Inference for Text-based Image EditingCode1
Clicks can be Cheating: Counterfactual Recommendation for Mitigating Clickbait IssueCode1
Deep Structural Causal Models for Tractable Counterfactual InferenceCode1
A Counterfactual Collaborative Session-based Recommender SystemCode1
Learning from Counterfactual Links for Link PredictionCode1
A Structural Causal Model for MR Images of Multiple SclerosisCode1
Counterfactual contrastive learning: robust representations via causal image synthesisCode1
Counterfactual Causal Inference in Natural Language with Large Language ModelsCode1
Controllable Sequence Editing for Biological and Clinical TrajectoriesCode0
Model-Agnostic Counterfactual Reasoning for Eliminating Popularity Bias in Recommender SystemCode0
HypoGen: Hyperbole Generation with Commonsense and Counterfactual KnowledgeCode0
Learning to Bound Counterfactual Inference from Observational, Biased and Randomised DataCode0
Harmonization with Flow-based Causal InferenceCode0
Integrating Markov processes with structural causal modeling enables counterfactual inference in complex systemsCode0
Learning Representations for Counterfactual InferenceCode0
MultiVerse: Causal Reasoning using Importance Sampling in Probabilistic ProgrammingCode0
Do LLMs Have the Generalization Ability in Conducting Causal Inference?Code0
Counterfactual Inference of Second OpinionsCode0
Dynamic Inter-treatment Information Sharing for Individualized Treatment Effects EstimationCode0
Deep Kalman FiltersCode0
CausalRec: Causal Inference for Visual Debiasing in Visually-Aware RecommendationCode0
Causal Expectation-MaximisationCode0
Counterfactual Inference for Consumer Choice Across Many Product CategoriesCode0
Counterfactual Supervision-based Information Bottleneck for Out-of-Distribution GeneralizationCode0
Counterfactual experience augmented off-policy reinforcement learningCode0
CausalSR: Structural Causal Model-Driven Super-Resolution with Counterfactual InferenceCode0
Counterfactual diagnosisCode0
Causal Inference Through the Structural Causal Marginal ProblemCode0
Counterfactual Data Augmentation via Perspective Transition for Open-Domain DialoguesCode0
Counterfactual Influence in Markov Decision ProcessesCode0
Causal Inference for Knowledge Graph based RecommendationCode0
Counterfactual Learning with Multioutput Deep KernelsCode0
Counterfactual Mean EmbeddingsCode0
Achieving Counterfactual Fairness with Imperfect Structural Causal ModelCode0
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