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Counterfactual Inference

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Showing 1–50 of 124 papers

TitleStatusHype
MECD+: Unlocking Event-Level Causal Graph Discovery for Video ReasoningCode1
Counterfactual Causal Inference in Natural Language with Large Language ModelsCode1
Modality-Balanced Learning for Multimedia RecommendationCode1
Disentangling ID and Modality Effects for Session-based RecommendationCode1
Counterfactual contrastive learning: robust representations via causal image synthesisCode1
Doubly Abductive Counterfactual Inference for Text-based Image EditingCode1
Debiasing Recommendation with Personal PopularityCode1
Path-Specific Counterfactual Fairness for Recommender SystemsCode1
Measuring axiomatic soundness of counterfactual image modelsCode1
Modeling Causal Mechanisms with Diffusion Models for Interventional and Counterfactual QueriesCode1
A Counterfactual Collaborative Session-based Recommender SystemCode1
Counterfactual Reasoning for Out-of-distribution Multimodal Sentiment AnalysisCode1
User-controllable Recommendation Against Filter BubblesCode1
Counterfactual Debiasing Inference for Compositional Action RecognitionCode1
Counterfactual Inference for Text Classification DebiasingCode1
Contrastive Mixture of Posteriors for Counterfactual Inference, Data Integration and FairnessCode1
Learning from Counterfactual Links for Link PredictionCode1
A Structural Causal Model for MR Images of Multiple SclerosisCode1
Leveraging Structured Biological Knowledge for Counterfactual Inference: a Case Study of Viral PathogenesisCode1
Clicks can be Cheating: Counterfactual Recommendation for Mitigating Clickbait IssueCode1
Enabling Counterfactual Survival Analysis with Balanced RepresentationsCode1
Learning Decomposed Representation for Counterfactual InferenceCode1
Deep Structural Causal Models for Tractable Counterfactual InferenceCode1
Counterfactual VQA: A Cause-Effect Look at Language BiasCode1
Going from a Representative Agent to Counterfactuals in Combinatorial Choice—0
Adaptively-weighted Nearest Neighbors for Matrix CompletionCode0
Counterfactual Inference for Eliminating Sentiment Bias in Recommender Systems—0
Beyond Whole Dialogue Modeling: Contextual Disentanglement for Conversational Recommendation—0
Generative Framework for Personalized Persuasion: Inferring Causal, Counterfactual, and Latent KnowledgeCode0
Counterfactual Inference under Thompson Sampling—0
Counterfactual experience augmented off-policy reinforcement learningCode0
MoSFormer: Augmenting Temporal Context with Memory of Surgery for Surgical Phase Recognition—0
Robust Counterfactual Inference in Markov Decision Processes—0
CounterBench: A Benchmark for Counterfactuals Reasoning in Large Language Models—0
Controllable Sequence Editing for Biological and Clinical TrajectoriesCode0
CausalSR: Structural Causal Model-Driven Super-Resolution with Counterfactual InferenceCode0
Image Quality Assessment: Investigating Causal Perceptual Effects with Abductive Counterfactual Inference—0
Multimodal Sentiment Analysis Based on Causal Reasoning—0
Navigating Spatial Inequities in Freight Truck Crash Severity via Counterfactual Inference in Los Angeles—0
Do LLMs Have the Generalization Ability in Conducting Causal Inference?Code0
Mitigating Propensity Bias of Large Language Models for Recommender Systems—0
Domain Adaptation for Industrial Time-series Forecasting via Counterfactual Inference—0
Self-Distilled Disentangled Learning for Counterfactual PredictionCode0
Take its Essence, Discard its Dross! Debiasing for Toxic Language Detection via Counterfactual Causal EffectCode0
A Counterfactual Analysis of the Dishonest Casino—0
Blood Glucose Control Via Pre-trained Counterfactual Invertible Neural Networks—0
Conformal Counterfactual Inference under Hidden Confounding—0
M-scan: A Multi-Scenario Causal-driven Adaptive Network for Recommendation—0
Towards Multimodal Sentiment Analysis Debiasing via Bias Purification—0
Best of Three Worlds: Adaptive Experimentation for Digital Marketing in Practice—0
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