337 citations · 512 across the 24 of their papers we have counts for
3 papers · 1 filter
TrainFors: A Large Benchmark Training Dataset for Image Manipulation Detection and Localization
Soumyaroop Nandi, Prem Natarajan, Wael Abd-Almageed
The evaluation datasets and metrics for image manipulation detection and localization (IMDL) research have been standardized. But the training dataset for such a task is still nons…
Emergent Asymmetry of Precision and Recall for Measuring Fidelity and Diversity of Generative Models in High Dimensions
Mahyar Khayatkhoei, Wael AbdAlmageed
Precision and Recall are two prominent metrics of generative performance, which were proposed to separately measure the fidelity and diversity of generative models. Given their cen…
TRIGS: Trojan Identification from Gradient-based Signatures
Mohamed E. Hussein, Sudharshan Subramaniam Janakiraman, Wael AbdAlmageed
Training machine learning models can be very expensive or even unaffordable. This may be, for example, due to data limitations, such as unavailability or being too large, or comput…