Say we have a digital image showing a number of colored geometric shapes which we need to match into groups according to their classification and color (a common problem in machine learning image ...

One of the main reasons is that many loss functions are too sensitive to sample points far from their classes. In this paper, ...

But these AI and machine learning datasets — like the ... handle “high-context” data such as legal contract classification, medical images, or scientific literature. It’s been shown ...

classification, and many others. Image processing working mechanism Artificial intelligence and Machine Learning algorithms usually use a workflow to learn from data. Consider a generic model of a ...

rather than curing the problem. Machine learning algorithms still largely lack the ability to reason about the interrelationships of the objects in an image. Most importantly, their reliance on ...

While multiple machine learning (ML) algorithms offered similar predictive performance, the cost-effective analysis revealed ...