20 citations · 55 across the 16 of their papers we have counts for
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cs.LG2022★ 14 cited
Revisiting Self-Distillation
Minh Pham, Minsu Cho, Ameya Joshi +1
Knowledge distillation is the procedure of transferring "knowledge" from a large model (the teacher) to a more compact one (the student), often being used in the context of model c…
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…