3 citations · 4 across the 3 of their papers we have counts for
3 papers
cs.LG2025
Topological Signatures of Adversaries in Multimodal Alignments
Minh Vu, Geigh Zollicoffer, Huy Mai +3
Multimodal Machine Learning systems, particularly those aligning text and image data like CLIP/BLIP models, have become increasingly prevalent, yet remain susceptible to adversaria…
cs.LG2022★ 1 cited
EMaP: Explainable AI with Manifold-based Perturbations
Minh N. Vu, Huy Q. Mai, My T. Thai
In the last few years, many explanation methods based on the perturbations of input data have been introduced to improve our understanding of decisions made by black-box models. Th…
math.AT2018★ 3 cited
Persistent Homology and Euler Integral Transforms
Robert Ghrist, Rachel Levanger, Huy Mai
The Euler calculus -- an integral calculus based on Euler characteristic as a valuation on constructible functions -- is shown to be an incisive tool for answering questions about…