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Counterfactual Inference

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Showing 1–50 of 124 papers

TitleStatusHype
Counterfactual VQA: A Cause-Effect Look at Language BiasCode1
Counterfactual contrastive learning: robust representations via causal image synthesisCode1
Clicks can be Cheating: Counterfactual Recommendation for Mitigating Clickbait IssueCode1
User-controllable Recommendation Against Filter BubblesCode1
Leveraging Structured Biological Knowledge for Counterfactual Inference: a Case Study of Viral PathogenesisCode1
Contrastive Mixture of Posteriors for Counterfactual Inference, Data Integration and FairnessCode1
Enabling Counterfactual Survival Analysis with Balanced RepresentationsCode1
Deep Structural Causal Models for Tractable Counterfactual InferenceCode1
A Counterfactual Collaborative Session-based Recommender SystemCode1
Learning from Counterfactual Links for Link PredictionCode1
Modality-Balanced Learning for Multimedia RecommendationCode1
Counterfactual Causal Inference in Natural Language with Large Language ModelsCode1
Measuring axiomatic soundness of counterfactual image modelsCode1
Learning Decomposed Representation for Counterfactual InferenceCode1
Counterfactual Reasoning for Out-of-distribution Multimodal Sentiment AnalysisCode1
Path-Specific Counterfactual Fairness for Recommender SystemsCode1
Modeling Causal Mechanisms with Diffusion Models for Interventional and Counterfactual QueriesCode1
Disentangling ID and Modality Effects for Session-based RecommendationCode1
Counterfactual Inference for Text Classification DebiasingCode1
Debiasing Recommendation with Personal PopularityCode1
Doubly Abductive Counterfactual Inference for Text-based Image EditingCode1
A Structural Causal Model for MR Images of Multiple SclerosisCode1
MECD+: Unlocking Event-Level Causal Graph Discovery for Video ReasoningCode1
Counterfactual Debiasing Inference for Compositional Action RecognitionCode1
Learning Representations for Counterfactual InferenceCode0
Adaptively-weighted Nearest Neighbors for Matrix CompletionCode0
Controllable Sequence Editing for Biological and Clinical TrajectoriesCode0
HypoGen: Hyperbole Generation with Commonsense and Counterfactual KnowledgeCode0
Integrating Markov processes with structural causal modeling enables counterfactual inference in complex systemsCode0
Learning to Bound Counterfactual Inference from Observational, Biased and Randomised DataCode0
Generative Framework for Personalized Persuasion: Inferring Causal, Counterfactual, and Latent KnowledgeCode0
Counterfactual Learning with Multioutput Deep KernelsCode0
Causal Expectation-MaximisationCode0
Harmonization with Flow-based Causal InferenceCode0
Do LLMs Have the Generalization Ability in Conducting Causal Inference?Code0
Counterfactual Inference of Second OpinionsCode0
CausalSR: Structural Causal Model-Driven Super-Resolution with Counterfactual InferenceCode0
Counterfactual inference for sequential experimentsCode0
CausalRec: Causal Inference for Visual Debiasing in Visually-Aware RecommendationCode0
Deep Kalman FiltersCode0
Doubly robust nearest neighbors in factor modelsCode0
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
Counterfactual diagnosisCode0
Counterfactual Influence in Markov Decision ProcessesCode0
Causal Inference Through the Structural Causal Marginal ProblemCode0
Counterfactual Data Augmentation via Perspective Transition for Open-Domain DialoguesCode0
Counterfactual Mean EmbeddingsCode0
Causal Inference for Knowledge Graph based RecommendationCode0
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