Search Results for author: Manil Shrestha

Found 3 papers, 1 papers with code

E3: Ensemble of Expert Embedders for Adapting Synthetic Image Detectors to New Generators Using Limited Data

1 code implementation12 Apr 2024 Aref Azizpour, Tai D. Nguyen, Manil Shrestha, Kaidi Xu, Edward Kim, Matthew C. Stamm

To address these issues, we introduce the Ensemble of Expert Embedders (E3), a novel continual learning framework for updating synthetic image detectors.

Continual Learning Synthetic Image Detection +1

Explanation Container in Case-Based Biomedical Question-Answering

no code implementations13 Dec 2021 Prateek Goel, Adam J. Johs, Manil Shrestha, Rosina O. Weber

The National Center for Advancing Translational Sciences(NCATS) Biomedical Data Translator (Translator) aims to attenuate problems faced by translational scientists.

Question Answering

Knowledge-based XAI through CBR: There is more to explanations than models can tell

no code implementations23 Aug 2021 Rosina Weber, Manil Shrestha, Adam J Johs

Knowledge-based explainable artificial intelligence extends the data in this formulation by adding features aligned with domain knowledge that can increase accuracy when selecting explanation categories.

Explainable artificial intelligence Explainable Artificial Intelligence (XAI)

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