Joshua Gleason — accepted AI-conference papers

2022

Where in the World Is This Image? Transformer-Based Geo-Localization in the Wild

Shraman Pramanick, Ewa M. Nowara, Joshua Gleason, Carlos D. Castillo, Rama Chellappa

ECCV 2022poster

"Predicting the geographic location (geo-localization) from a single ground-level RGB image taken anywhere in the world is a very challenging problem. The challenges include huge diversity of images due to different environmental scenarios, drastic variation in the appearance of the same location de…

Cited by 40 Source ↗PDF ↗code ↗Scholar ↗

2021

PASS: Protected Attribute Suppression System for Mitigating Bias in Face Recognition

Prithviraj Dhar, Joshua Gleason, Aniket Roy, Carlos D. Castillo, Rama Chellappa

ICCV 2021poster

Face recognition networks encode information about sensitive attributes while being trained for identity classification. Such encoding has two major issues: (a) it makes the face representations susceptible to privacy leakage (b) it appears to contribute to bias in face recognition. However, existin…

Cited by 50 PDF ↗Scholar ↗