New research from FIU shows that some visual-language AI models have become particularly susceptible to image-based hacks.

Buy-in-Bulk Active Learning. Liu Yang and Jaime Carbonell. Advances in Neural Information Processing Systems 26 (NIPS), 2013. Liu Yang, Avrim Blum and Jaime Carbonell. Learnability of DNF with ...

Rudolf Virchow fundamentally changed medicine when he formulated his cell theory of disease in the 19th century: Diseases do ...

Journal of Imaging, vol. 7, no. 6, p. 94, June 2021. I originally developed this project as part of my master thesis at the University of St Andrews. Documentation is available here. A casual over-the ...

Abstract: The detection and classification of radar emitters from the electromagnetic spectrum is an essential task for electronic support. This article introduces an innovative method that directly ...

The MNIST handwritten digits classification problem involves recognizing digits (0–9) from grayscale images. The MNIST dataset is a benchmark dataset for image classification tasks, particularly ...

A custom PyTorch Multi-Layer Perceptron (MLP) built to classify 200 bird species. This project analyzes the performance and limitations of fully connected networks on high-dimensional spatial data for ...

Leukemia is a prevalent and widespread blood disease, and its early diagnosis is crucial for effective patient treatment. Diagnosing leukemia types heavily relies on pathologists’ morphological ...

Abstract: Pregnancy complications significantly impact women and pose potential threats to the developing child’s health. Early identification of these complications is imperative for life-saving ...

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Introduction: Lung cancer is currently among the most prevalent and lethal cancers in the world in terms of incidence and fatality rates. In clinical practice, identifying the specific subtypes of ...