Výsledky vyhledávání - "Nookula, Gopal"

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TelescopeML -- I. An End-to-End Python Package for Interpreting Telescope Datasets through Training Machine Learning Models, Generating Statistical Reports, and Visualizing Results

Autor: Ehsan, Gharib-Nezhad, Batalha, Natasha E., Valizadegan, Hamed, Martinho, Miguel J. S., Habibi, Mahdi, Nookula, Gopal

Publikováno v: Journal of Open Source Software, 9(99), 6346 (2024)

We are on the verge of a revolutionary era in space exploration, thanks to advancements in telescopes such as the James Webb Space Telescope (\textit{JWST}). High-resolution, high signal-to-noise spectra from exoplanet and brown dwarf atmospheres hav

Externí odkaz: http://arxiv.org/abs/2407.16917

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Shadows Aren't So Dangerous After All: A Fast and Robust Defense Against Shadow-Based Adversarial Attacks

Autor: Wang, Andrew, Mayor, Wyatt, Smith, Ryan, Nookula, Gopal, Ditzler, Gregory

Robust classification is essential in tasks like autonomous vehicle sign recognition, where the downsides of misclassification can be grave. Adversarial attacks threaten the robustness of neural network classifiers, causing them to consistently and c

Externí odkaz: http://arxiv.org/abs/2208.09285

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