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counterfactual

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TitleStatusHype
Deep Learning on a Healthy Data Diet: Finding Important Examples for FairnessCode0
MACAW: A Causal Generative Model for Medical ImagingCode0
Deep Learning for Medical Imaging From Diagnosis Prediction to its Counterfactual ExplanationCode0
Counterfactual diagnosisCode0
Causality-based Counterfactual Explanation for Classification ModelsCode0
Deep Kalman FiltersCode0
Machine learning in policy evaluation: new tools for causal inferenceCode0
Provably Robust and Plausible Counterfactual Explanations for Neural Networks via Robust OptimisationCode0
Can counterfactual explanations of AI systems' predictions skew lay users' causal intuitions about the world? If so, can we correct for that?Code0
Explainable Reinforcement Learning Through a Causal LensCode0
Using Instruction-Tuned Large Language Models to Identify Indicators of Vulnerability in Police Incident NarrativesCode0
EXPLAIN, EDIT, GENERATE: Rationale-Sensitive Counterfactual Data Augmentation for Multi-hop Fact VerificationCode0
Deep IV: A Flexible Approach for Counterfactual PredictionCode0
Punctate White Matter Lesion Segmentation in Preterm Infants Powered by Counterfactually Generative LearningCode0
Deep Counterfactual Networks with Propensity-DropoutCode0
Deep Causal Learning to Explain and Quantify The Geo-Tension's Impact on Natural Gas MarketCode0
An Information Criterion for Controlled Disentanglement of Multimodal DataCode0
Calculating and Visualizing Counterfactual Feature Importance ValuesCode0
Deep Backtracking Counterfactuals for Causally Compliant ExplanationsCode0
Making a (Counterfactual) Difference One Rationale at a TimeCode0
Explaining Deep Learning Models with Constrained Adversarial ExamplesCode0
Counterfactual Detection meets Transfer LearningCode0
Explaining Graph Neural Networks with Large Language Models: A Counterfactual Perspective for Molecular Property PredictionCode0
Counterfactual Depth from a Single RGB ImageCode0
Explaining Groups of Points in Low-Dimensional RepresentationsCode0
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