Fast image and video denoising via nonlocal means of similar neighborhoods. - Mona Mahmoudi; Guillermo Sapiro (IEEE Signal Process. Lett., 2005)

On the estimation of geodesic paths on sampled manifolds under random projections. - Mona Mahmoudi; Pierre Vandergheynst; Matteo Sorci (ICIP, 2008)

Three-dimensional point cloud recognition via distributions of geometric distances. - Mona Mahmoudi; Guillermo Sapiro (Graph. Model., 2009)

A Gromov-Hausdorff Framework with Diffusion Geometry for Topologically-Robust Non-rigid Shape Matching. - Alexander M. Bronstein; Michael M. Bronstein; Ron Kimmel; Mona Mahmoudi; Guillermo Sapiro (Int. J. Comput. Vis., 2010)

Sparse Representations for Range Data Restoration. - Mona Mahmoudi; Guillermo Sapiro (IEEE Trans. Image Process., 2012)

Building Trust in Mental Health Chatbots: Safety Metrics and LLM-Based Evaluation Tools. - Jung In Park; Mahyar Abbasian; Iman Azimi; Dawn Bounds; Angela Jun; Jaesu Han; Robert McCarron; Jessica L. Borelli; Jia Li 054; Mona Mahmoudi; Carmen Wiedenhoeft; Amir M. Rahmani (CoRR, 2024)