2 papers
cs.CV2024
How to Determine the Preferred Image Distribution of a Black-Box Vision-Language Model?
Saeid Asgari Taghanaki, Joseph Lambourne, Alana Mongkhounsavath
Large foundation models have revolutionized the field, yet challenges remain in optimizing multi-modal models for specialized visual tasks. We propose a novel, generalizable method…
cs.LG2024
Detecting Generative Parroting through Overfitting Masked Autoencoders
Saeid Asgari Taghanaki, Joseph Lambourne
The advent of generative AI models has revolutionized digital content creation, yet it introduces challenges in maintaining copyright integrity due to generative parroting, where m…