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counterfactual

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Showing 351–400 of 2765 papers

TitleStatusHype
Antidote: A Unified Framework for Mitigating LVLM Hallucinations in Counterfactual Presupposition and Object PerceptionCode1
CoCo: Controllable Counterfactuals for Evaluating Dialogue State TrackersCode1
Counterfactual Explanations for Medical Image Classification and Regression using Diffusion AutoencoderCode1
IG2: Integrated Gradient on Iterative Gradient Path for Feature AttributionCode1
Counterfactual Attention Learning for Fine-Grained Visual Categorization and Re-identificationCode1
Anytime-valid off-policy inference for contextual banditsCode1
AdViCE: Aggregated Visual Counterfactual Explanations for Machine Learning Model ValidationCode1
Information Theoretic Counterfactual Learning from Missing-Not-At-Random FeedbackCode1
Continuous-Time Modeling of Counterfactual Outcomes Using Neural Controlled Differential EquationsCode1
Modeling Causal Mechanisms with Diffusion Models for Interventional and Counterfactual QueriesCode1
Introspective Distillation for Robust Question AnsweringCode1
Investigating and Simplifying Masking-based Saliency Methods for Model InterpretabilityCode1
I Wish I Would Have Loved This One, But I Didn't -- A Multilingual Dataset for Counterfactual Detection in Product ReviewsCode1
Causal Inference for Chatting HandoffCode1
Know What I don't Know: Handling Ambiguous and Unanswerable Questions for Text-to-SQLCode1
LANCE: Stress-testing Visual Models by Generating Language-guided Counterfactual ImagesCode1
CIRS: Bursting Filter Bubbles by Counterfactual Interactive Recommender SystemCode1
Learning Counterfactually Invariant PredictorsCode1
Causal Inference for Spatial TreatmentsCode1
Learning Decomposed Representation for Counterfactual InferenceCode1
Learning Time Series Counterfactuals via Latent Space RepresentationsCode1
Learning to Contrast the Counterfactual Samples for Robust Visual Question AnsweringCode1
Contextual Debiasing for Visual Recognition With Causal MechanismsCode1
LEMON: Explainable Entity MatchingCode1
Llama See, Llama Do: A Mechanistic Perspective on Contextual Entrainment and Distraction in LLMsCode1
LLMCheckup: Conversational Examination of Large Language Models via Interpretability Tools and Self-ExplanationsCode1
Contrastive Counterfactual Visual Explanations With OverdeterminationCode1
Causal Transformer for Estimating Counterfactual OutcomesCode1
Clicks can be Cheating: Counterfactual Recommendation for Mitigating Clickbait IssueCode1
Making Reasoning Matter: Measuring and Improving Faithfulness of Chain-of-Thought ReasoningCode1
Meaningfully Debugging Model Mistakes using Conceptual Counterfactual ExplanationsCode1
Measuring axiomatic soundness of counterfactual image modelsCode1
Context-faithful Prompting for Large Language ModelsCode1
MMWorld: Towards Multi-discipline Multi-faceted World Model Evaluation in VideosCode1
Modality-Balanced Learning for Multimedia RecommendationCode1
Contrastive Mixture of Posteriors for Counterfactual Inference, Data Integration and FairnessCode1
Multilinear Mixture of Experts: Scalable Expert Specialization through FactorizationCode1
Multimodal Fusion Interactions: A Study of Human and Automatic QuantificationCode1
NICE: An Algorithm for Nearest Instance Counterfactual ExplanationsCode1
Med-Real2Sim: Non-Invasive Medical Digital Twins using Physics-Informed Self-Supervised LearningCode1
Counterfactual Causal Inference in Natural Language with Large Language ModelsCode1
Counterfactual Zero-Shot and Open-Set Visual RecognitionCode1
On Generating Plausible Counterfactual and Semi-Factual Explanations for Deep LearningCode1
CausaLM: Causal Model Explanation Through Counterfactual Language ModelsCode1
On the Robustness of Sparse Counterfactual Explanations to Adverse PerturbationsCode1
Explainable Data-Driven Optimization: From Context to Decision and Back AgainCode1
Optimal Counterfactual Explanations in Tree EnsemblesCode1
Causal normalizing flows: from theory to practiceCode1
Minimizing Weighted Counterfactual Regret with Optimistic Online Mirror DescentCode1
What-If Motion Prediction for Autonomous DrivingCode1
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