Purpose Glaucoma is the leading cause of global irreversible blindness. Present estimates
of global glaucoma prevalence are not up-to-date and focused mainly on European ancestry …

Background Numerous population-based studies of age-related macular degeneration have
been reported around the world, with the results of some studies suggesting racial or ethnic …

Since the outbreak of the coronavirus disease 2019 (COVID-19) pandemic, there have been
a few variants of the severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2), one of …

AI is undergoing a paradigm shift with the rise of models (eg, BERT, DALL-E, GPT-3) that are
trained on broad data at scale and are adaptable to a wide range of downstream tasks. We …

Fine-tuning is the de facto way to leverage large pretrained language models to perform
downstream tasks. However, it modifies all the language model parameters and therefore …

Many mammalian viruses have acquired genes from their hosts during their evolution. The
rationale for these acquisitions is usually quite clear: the captured genes are subverted to …

Although convolutional neural networks (CNNs) have achieved great success in computer
vision, this work investigates a simpler, convolution-free backbone network useful for many …

Language modelling provides a step towards intelligent communication systems by
harnessing large repositories of written human knowledge to better predict and understand …

Resistance switching in metal oxides could form the basis for next-generation non-volatile
memory. It has been argued that the current in the high-conductivity state of several …

Transformers have recently lead to encouraging progress in computer vision. In this work,
we present new baselines by improving the original Pyramid Vision Transformer (PVT v1) by …