2 papers
cs.CV2024
Data Pruning via Separability, Integrity, and Model Uncertainty-Aware Importance Sampling
Steven Grosz, Rui Zhao, Rajeev Ranjan +4
This paper improves upon existing data pruning methods for image classification by introducing a novel pruning metric and pruning procedure based on importance sampling. The propos…
cs.CV2024
Hide and Seek: How Does Watermarking Impact Face Recognition?
Yuguang Yao, Steven Grosz, Sijia Liu +1
The recent progress in generative models has revolutionized the synthesis of highly realistic images, including face images. This technological development has undoubtedly helped f…