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counterfactual

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Showing 451–500 of 2765 papers

TitleStatusHype
FOLIAGE: Towards Physical Intelligence World Models Via Unbounded Surface Evolution—0
DiCoFlex: Model-agnostic diverse counterfactuals with flexible control—0
A Synthetic Business Cycle Approach to Counterfactual Analysis with Nonstationary Macroeconomic Data—0
Individualised Counterfactual Examples Using Conformal Prediction Intervals—0
PoisonSwarm: Universal Harmful Information Synthesis via Model Crowdsourcing—0
Counterfactual Multi-player Bandits for Explainable Recommendation DiversificationCode0
Deriving Strategic Market Insights with Large Language Models: A Benchmark for Forward Counterfactual Generation—0
Recalibrating the Compass: Integrating Large Language Models into Classical Research Methods—0
Causality and "In-the-Wild" Video-Based Person Re-ID: A Survey—0
Covariate-Adjusted Deep Causal Learning for Heterogeneous Panel Data Models—0
Knowledge-Aligned Counterfactual-Enhancement Diffusion Perception for Unsupervised Cross-Domain Visual Emotion Recognition—0
Estimating Online Influence Needs Causal Modeling! Counterfactual Analysis of Social Media Engagement—0
Soft Weighted Machine Unlearning—0
Integrating Counterfactual Simulations with Language Models for Explaining Multi-Agent Behaviour—0
Graph Style Transfer for Counterfactual ExplainabilityCode0
Explainable Anatomy-Guided AI for Prostate MRI: Foundation Models and In Silico Clinical Trials for Virtual Biopsy-based Risk Assessment—0
Down to the Last Strike: The Effect of the Jury Lottery on Criminal Convictions—0
A Causal Approach to Mitigate Modality Preference Bias in Medical Visual Question Answering—0
Training on Plausible Counterfactuals Removes Spurious Correlations—0
A Novel Generative Model with Causality Constraint for Mitigating Biases in Recommender Systems—0
PO-Flow: Flow-based Generative Models for Sampling Potential Outcomes and Counterfactuals—0
SCENIR: Visual Semantic Clarity through Unsupervised Scene Graph RetrievalCode0
Mitigating Spurious Correlations with Causal Logit Perturbation—0
Denoising Concept Vectors with Sparse Autoencoders for Improved Language Model Steering—0
Replace in Translation: Boost Concept Alignment in Counterfactual Text-to-Image—0
Truth or Twist? Optimal Model Selection for Reliable Label Flipping Evaluation in LLM-based Counterfactuals—0
Characterization of Efficient Influence Function for Off-Policy Evaluation Under Optimal Policies—0
Success is in the Details: Evaluate and Enhance Details Sensitivity of Code LLMs through CounterfactualsCode0
Through a Compressed Lens: Investigating the Impact of Quantization on LLM Explainability and Interpretability—0
Causal Cartographer: From Mapping to Reasoning Over Counterfactual WorldsCode0
When Bias Backfires: The Modulatory Role of Counterfactual Explanations on the Adoption of Algorithmic Bias in XAI-Supported Human Decision-MakingCode0
Walking the Tightrope: Disentangling Beneficial and Detrimental Drifts in Non-Stationary Custom-Tuning—0
Counterfactual Explanations for Continuous Action Reinforcement LearningCode0
Measuring the Faithfulness of Thinking Drafts in Large Reasoning Models—0
From What Ifs to Insights: Counterfactuals in Causal Inference vs. Explainable AI—0
The Stablecoin Discount: Evidence of Tether's U.S. Treasury Bill Market Share in Lowering Yields—0
Internal Causal Mechanisms Robustly Predict Language Model Out-of-Distribution BehaviorsCode0
A New Bayesian Bootstrap for Quantitative Trade and Spatial Models—0
EarthSynth: Generating Informative Earth Observation with Diffusion Models—0
Behind the Screens: Uncovering Bias in AI-Driven Video Interview Assessments Using Counterfactuals—0
Finding Counterfactual Evidences for Node ClassificationCode0
Analysis of Customer Journeys Using Prototype Detection and Counterfactual Explanations for Sequential Data—0
Counterfactual Strategies for Markov Decision Processes—0
Sequential Treatment Effect Estimation with Unmeasured Confounders—0
Beyond the Known: Decision Making with Counterfactual Reasoning Decision TransformerCode0
Adaptively-weighted Nearest Neighbors for Matrix Completion—0
On the interplay of Explainability, Privacy and Predictive Performance with Explanation-assisted Model Extraction—0
Statistical Decision Theory with Counterfactual Loss—0
An Identifiable Cost-Aware Causal Decision-Making Framework Using Counterfactual Reasoning—0
Empowering Vision Transformers with Multi-Scale Causal Intervention for Long-Tailed Image Classification—0
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