most citedLinking convolutional kernel size to generalization bias in face analysis CNNs

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eess.IV2023

Visualizing chest X-ray dataset biases using GANs

Hao Liang, Kevin Ni, Guha Balakrishnan

Recent work demonstrates that images from various chest X-ray datasets contain visual features that are strongly correlated with protected demographic attributes like race and gend…

eess.IV2023

X-ray Recognition: Patient identification from X-rays using a contrastive objective

Hao Liang, Kevin Ni, Guha Balakrishnan

Recent research demonstrates that deep learning models are capable of precisely extracting bio-information (e.g. race, gender and age) from patients' Chest X-Rays (CXRs). In this p…