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Explainable Models

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Showing 51–75 of 128 papers

TitleStatusHype
Tell me why: Visual foundation models as self-explainable classifiersCode0
Towards Human-centered Explainable AI: A Survey of User Studies for Model ExplanationsCode0
Variable Selection with Copula EntropyCode0
When and How to Fool Explainable Models (and Humans) with Adversarial ExamplesCode0
ConceptDistil: Model-Agnostic Distillation of Concept Explanations—0
Fair-by-design explainable models for prediction of recidivism—0
Fair lending needs explainable models for responsible recommendation—0
FaxPlainAC: A Fact-Checking Tool Based on EXPLAINable Models with HumAn Correction in the Loop—0
Forecasting the future development in quality and value of professional football players for applications in team management—0
From Intrinsic to Counterfactual: On the Explainability of Contextualized Recommender Systems—0
The Analysis of Synonymy and Antonymy in Discourse Relations: An interpretable Modeling Approach—0
GENIE-NF-AI: Identifying Neurofibromatosis Tumors using Liquid Neural Network (LTC) trained on AACR GENIE Datasets—0
The Challenge of Imputation in Explainable Artificial Intelligence Models—0
AAAI FSS-19: Human-Centered AI: Trustworthiness of AI Models and Data Proceedings—0
Hyperbolic Convolutional Neural Networks—0
Concept Complement Bottleneck Model for Interpretable Medical Image Diagnosis—0
The Pragmatic Turn in Explainable Artificial Intelligence (XAI)—0
The State of Human-centered NLP Technology for Fact-checking—0
Interpretable Few-Shot Image Classification via Prototypical Concept-Guided Mixture of LoRA Experts—0
Interpreting Deep Forest through Feature Contribution and MDI Feature Importance—0
Interpreting GNN-based IDS Detections Using Provenance Graph Structural Features—0
Investigating ADR mechanisms with knowledge graph mining and explainable AI—0
Think Before You Speak: Explicitly Generating Implicit Commonsense Knowledge for Response Generation—0
Learning Explainable Interventions to Mitigate HIV Transmission in Sex Workers Across Five States in India—0
Learning to learn generative programs with Memoised Wake-Sleep—0
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