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cs.LG2023★ 2 cited
Circumventing Concept Erasure Methods For Text-to-Image Generative Models
Minh Pham, Kelly O. Marshall, Niv Cohen +2
Text-to-image generative models can produce photo-realistic images for an extremely broad range of concepts, and their usage has proliferated widely among the general public. On th…
cs.LG2022
Smooth-Reduce: Leveraging Patches for Improved Certified Robustness
Ameya Joshi, Minh Pham, Minsu Cho +4
Randomized smoothing (RS) has been shown to be a fast, scalable technique for certifying the robustness of deep neural network classifiers. However, methods based on RS require aug…