Swin Transformer supports 3-billion-parameter vision models that can train with higher-resolution images for greater task applicability

3 years ago

Swin Transformer, a Transformer-based general-purpose vision architecture, was further evolved to address challenges specific to large vision models. As a…

Startup lets doctors classify skin conditions with the snap of a picture

3 years ago

At the age of 22, when Susan Conover wanted to get a strange-looking mole checked out, she was told it…

Building explainability into the components of machine-learning models

3 years ago

Explanation methods that help users understand and trust machine-learning models often describe how much certain features used in the model…

Exploring emerging topics in artificial intelligence policy

3 years ago

Members of the public sector, private sector, and academia convened for the second AI Policy Forum Symposium last month to…

ICLR 2022 highlights from Microsoft Research Asia: Expanding the horizon of machine learning techniques and applications

3 years ago

ICLR (International Conference on Learning Representations) is recognized as one of the top conferences in the field of deep learning.…

Taking the guesswork out of dental care with artificial intelligence

3 years ago

When you picture a hospital radiologist, you might think of a specialist who sits in a dark room and spends…

Robots play with play dough

3 years ago

The inner child in many of us feels an overwhelming sense of joy when stumbling across a pile of the…

Researchers release open-source photorealistic simulator for autonomous driving

3 years ago

Hyper-realistic virtual worlds have been heralded as the best driving schools for autonomous vehicles (AVs), since they’ve proven fruitful test…

DoWhy evolves to independent PyWhy model to help causal inference grow

3 years ago

Identifying causal effects is an integral part of scientific inquiry. It helps us understand everything from educational outcomes to the…

Seeing the whole from some of the parts

3 years ago

Upon looking at photographs and drawing on their past experiences, humans can often perceive depth in pictures that are, themselves,…