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counterfactual

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Showing 151–200 of 2765 papers

TitleStatusHype
Bias and Fairness in Large Language Models: A SurveyCode1
Calibrated Explanations for RegressionCode1
Face Presentation Attack Detection by Excavating Causal Clues and Adapting Embedding StatisticsCode1
Do We Fully Understand Students' Knowledge States? Identifying and Mitigating Answer Bias in Knowledge TracingCode1
Explaining Black-Box Models through CounterfactualsCode1
Studying Large Language Model Generalization with Influence FunctionsCode1
Diffusion Models for Counterfactual Generation and Anomaly Detection in Brain ImagesCode1
A Counterfactual Safety Margin Perspective on the Scoring of Autonomous Vehicles' RiskinessCode1
AntGPT: Can Large Language Models Help Long-term Action Anticipation from Videos?Code1
Identifying Interpretable Subspaces in Image RepresentationsCode1
TimeTuner: Diagnosing Time Representations for Time-Series Forecasting with Counterfactual ExplanationsCode1
Rumor Detection with Diverse Counterfactual EvidenceCode1
Towards Fair Graph Neural Networks via Graph CounterfactualCode1
Reasoning or Reciting? Exploring the Capabilities and Limitations of Language Models Through Counterfactual TasksCode1
What Makes ImageNet Look Unlike LAIONCode1
High Fidelity Image Counterfactuals with Probabilistic Causal ModelsCode1
Causal normalizing flows: from theory to practiceCode1
Multimodal Fusion Interactions: A Study of Human and Automatic QuantificationCode1
Q: How to Specialize Large Vision-Language Models to Data-Scarce VQA Tasks? A: Self-Train on Unlabeled Images!Code1
Path-Specific Counterfactual Fairness for Recommender SystemsCode1
Improving Conversational Recommendation Systems via Counterfactual Data SimulationCode1
Nonparametric Identifiability of Causal Representations from Unknown InterventionsCode1
PlaSma: Making Small Language Models Better Procedural Knowledge Models for (Counterfactual) PlanningCode1
The Magic of IF: Investigating Causal Reasoning Abilities in Large Language Models of CodeCode1
LANCE: Stress-testing Visual Models by Generating Language-guided Counterfactual ImagesCode1
Counterfactual reasoning: Testing language models' understanding of hypothetical scenariosCode1
Polyglot or Not? Measuring Multilingual Encyclopedic Knowledge in Foundation ModelsCode1
SCOTT: Self-Consistent Chain-of-Thought DistillationCode1
Calibrated Explanations: with Uncertainty Information and CounterfactualsCode1
Why So Gullible? Enhancing the Robustness of Retrieval-Augmented Models against Counterfactual NoiseCode1
Interpretable Neural-Symbolic Concept ReasoningCode1
The Effect of Counterfactuals on Reading Chest X-raysCode1
A Survey on Causal Inference for RecommendationCode1
Context-faithful Prompting for Large Language ModelsCode1
Capabilities of GPT-4 on Medical Challenge ProblemsCode1
Adversarial Counterfactual Visual ExplanationsCode1
DualFair: Fair Representation Learning at Both Group and Individual Levels via Contrastive Self-supervisionCode1
Learning Distortion Invariant Representation for Image Restoration from A Causality PerspectiveCode1
User Retention-oriented Recommendation with Decision TransformerCode1
Masked Images Are Counterfactual Samples for Robust Fine-tuningCode1
Measuring axiomatic soundness of counterfactual image modelsCode1
Time-uniform confidence bands for the CDF under nonstationarityCode1
GAM Coach: Towards Interactive and User-centered Algorithmic RecourseCode1
GANterfactual-RL: Understanding Reinforcement Learning Agents' Strategies through Visual Counterfactual ExplanationsCode1
Teaching CLIP to Count to TenCode1
Dataset Interfaces: Diagnosing Model Failures Using Controllable Counterfactual GenerationCode1
Modeling Causal Mechanisms with Diffusion Models for Interventional and Counterfactual QueriesCode1
A Counterfactual Collaborative Session-based Recommender SystemCode1
Learning Data Representations with Joint Diffusion ModelsCode1
ExplainableFold: Understanding AlphaFold Prediction with Explainable AICode1
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