Science
Cutting the Carbon Cost of Training: A New Tool Helps NLP Models Lower Their Gas Emissions
You can reduce your model’s carbon emissions by being choosy about when and where you train it.
DenseNet
Tech & Society
AI Sees Race in X-Rays
Researchers from Emory University, MIT, Purdue University, and other institutions found that deep learning systems trained to interpret x-rays and CT scans also were able to identify their subjects as Asian, Black, or White.
Machine Learning Research
What Machines Want to See: An image compressor for more accurate computer vision
Researchers typically downsize images for vision networks to accommodate limited memory and accelerate processing. A new method not only compresses images but yields better classification.
Machine Learning Research
Covid-19 Triage: Computer vision for x-rays helps triage Covid-19 patients.
The pandemic has pushed hospitals to their limits. A new machine learning system could help doctors make sure the most severe cases get timely, appropriate care.