Search Results - "Barberan, CJ"

Multi-task network for automated analysis of high-resolution endomicroscopy images to detect cervical precancer and cancer by Brenes, David, Barberan, CJ, Hunt, Brady, Parra, Sonia G., Salcedo, Mila P., Possati-Resende, Júlio C., Cremer, Miriam L., Castle, Philip E., Fregnani, José H.T.G., Maza, Mauricio, Schmeler, Kathleen M., Baraniuk, Richard, Richards-Kortum, Rebecca

“…Cervical cancer is a public health emergency in low- and middle-income countries where resource limitations hamper standard-of-care prevention strategies. The…”
Get full text

NFT-K: Non-Fungible Tangent Kernels by Alemohammad, Sina, Babaei, Hossein, Barberan, Cj, Liu, Naiming, Luzi, Lorenzo, Mason, Blake, Baraniuk, Richard G.

“…Deep neural networks have become essential for numerous applications due to their strong empirical performance such as vision, RL, and classification…”
Get full text

Can LLMs be Fooled? Investigating Vulnerabilities in LLMs by Abdali, Sara, He, Jia, Barberan, CJ, Anarfi, Richard

“…The advent of Large Language Models (LLMs) has garnered significant popularity and wielded immense power across various domains within Natural Language…”
Get full text

Securing Large Language Models: Threats, Vulnerabilities and Responsible Practices by Abdali, Sara, Anarfi, Richard, Barberan, CJ, He, Jia

“…Large language models (LLMs) have significantly transformed the landscape of Natural Language Processing (NLP). Their impact extends across a diverse spectrum…”
Get full text

Decoding the AI Pen: Techniques and Challenges in Detecting AI-Generated Text by Abdali, Sara, Anarfi, Richard, Barberan, CJ, He, Jia

“…Large Language Models (LLMs) have revolutionized the field of Natural Language Generation (NLG) by demonstrating an impressive ability to generate human-like…”
Get full text

NeuroView: Explainable Deep Network Decision Making by Barberan, CJ, Balestriero, Randall, Baraniuk, Richard G

“…Deep neural networks (DNs) provide superhuman performance in numerous computer vision tasks, yet it remains unclear exactly which of a DN's units contribute to…”
Get full text

NeuroView-RNN: It's About Time by Barberan, CJ, Alemohammad, Sina, Liu, Naiming, Balestriero, Randall, Baraniuk, Richard G

“…Recurrent Neural Networks (RNNs) are important tools for processing sequential data such as time-series or video. Interpretability is defined as the ability to…”
Get full text

NFT-K: Non-Fungible Tangent Kernels by Alemohammad, Sina, Babaei, Hossein, Barberan, CJ, Liu, Naiming, Luzi, Lorenzo, Mason, Blake, Baraniuk, Richard G

“…Deep neural networks have become essential for numerous applications due to their strong empirical performance such as vision, RL, and classification…”
Get full text