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counterfactual

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TitleStatusHype
Counterfactual Cross-modality Reasoning for Weakly Supervised Video Moment LocalizationCode0
Counterfactual Control for Free from Generative ModelsCode0
FairFlow: An Automated Approach to Model-based Counterfactual Data Augmentation For NLPCode0
GCAN: Generative Counterfactual Attention-guided Network for Explainable Cognitive Decline Diagnostics based on fMRI Functional ConnectivityCode0
Counterfactual-Augmented Importance Sampling for Semi-Offline Policy EvaluationCode0
Counterfactual Augmentation for Multimodal Learning Under Presentation BiasCode0
FairLay-ML: Intuitive Debugging of Fairness in Data-Driven Social-Critical SoftwareCode0
Policy-Gradient Training of Fair and Unbiased Ranking FunctionsCode0
Evaluating Robustness of Counterfactual ExplanationsCode0
Counterfactual and Synthetic Control Method: Causal Inference with Instrumented Principal Component AnalysisCode0
Achieving Counterfactual Fairness with Imperfect Structural Causal ModelCode0
Beyond the Known: Decision Making with Counterfactual Reasoning Decision TransformerCode0
CRIPP-VQA: Counterfactual Reasoning about Implicit Physical Properties via Video Question AnsweringCode0
What's Wrong with Your Synthetic Tabular Data? Using Explainable AI to Evaluate Generative ModelsCode0
MiMICRI: Towards Domain-centered Counterfactual Explanations of Cardiovascular Image Classification ModelsCode0
Beyond Model Interpretability: On the Faithfulness and Adversarial Robustness of Contrastive Textual ExplanationsCode0
Fairness Through Counterfactual UtilitiesCode0
Counterfactual Analysis of Neural Networks Used to Create Fertilizer Management ZonesCode0
Beyond Known Reality: Exploiting Counterfactual Explanations for Medical ResearchCode0
Reasoning about Counterfactuals to Improve Human Inverse Reinforcement LearningCode0
Stable Heterogeneous Treatment Effect Estimation across Out-of-Distribution PopulationsCode0
Uncertainty Calibration for Counterfactual Propensity Estimation in RecommendationCode0
Beyond classical Hamilton's Rule. State distribution asymmetry and the dynamics of altruismCode0
Causal Explanations for Sequential Decision-Making in Multi-Agent SystemsCode0
CREST: A Joint Framework for Rationalization and Counterfactual Text GenerationCode0
Faithful and Robust Local Interpretability for Textual PredictionsCode0
Achieving Counterfactual Fairness for Anomaly DetectionCode0
Mitigating Biases of Large Language Models in Stance Detection with Counterfactual Augmented CalibrationCode0
Faithful Model Explanations through Energy-Constrained Conformal CounterfactualsCode0
Faithfulness Tests for Natural Language ExplanationsCode0
State-Building through Public Land Disposal? An Application of Matrix Completion for Counterfactual PredictionCode0
When and How to Lift the Lockdown? Global COVID-19 Scenario Analysis and Policy Assessment using Compartmental Gaussian ProcessesCode0
CRADLE-VAE: Enhancing Single-Cell Gene Perturbation Modeling with Counterfactual Reasoning-based Artifact DisentanglementCode0
Beyond Agreement: Diagnosing the Rationale Alignment of Automated Essay Scoring Methods based on Linguistically-informed CounterfactualsCode0
An Empirical Analysis of Parameter-Efficient Methods for Debiasing Pre-Trained Language ModelsCode0
Mitigating Modality Bias in Multi-modal Entity Alignment from a Causal PerspectiveCode0
Fast Inference of Removal-Based Node InfluenceCode0
Counterfactual Adversarial Learning with Representation InterpolationCode0
Benchmarking Instance-Centric Counterfactual Algorithms for XAI: From White Box to Black BoxCode0
Fast, Robust, Continuous Monocular Egomotion ComputationCode0
Mitigating Source Bias for Fairer Weak SupervisionCode0
Causal Responsibility Attribution for Human-AI CollaborationCode0
Recourse under Model Multiplicity via Argumentative Ensembling (Technical Report)Code0
Feature Attribution with Necessity and Sufficiency via Dual-stage Perturbation Test for Causal ExplanationCode0
Supervised Feature Compression based on Counterfactual AnalysisCode0
Mixture-Based Correction for Position and Trust Bias in Counterfactual Learning to RankCode0
COVID-19 and the gig economy in PolandCode0
Federated Behavioural Planes: Explaining the Evolution of Client Behaviour in Federated LearningCode0
Analyzing Intentional Behavior in Autonomous Agents under UncertaintyCode0
CausalRec: Causal Inference for Visual Debiasing in Visually-Aware RecommendationCode0
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