MIT researchers have identified significant examples of machine-learning model failure when those models are applied to data ...

Abstract: Diffusion models have demonstrated exceptional ability in modeling complex image distributions, making them versatile plug-and-play priors for solving imaging inverse problems. However, ...

Abstract: One of the prominent challenges encountered in real-world data is an imbalance, characterized by unequal distribution of observations across different target classes, which complicates ...

These inventions weren’t built in laboratories or classrooms. They started with simple observations, small frustrations, and curiosity. Using basic materials, these kids created devices that solve ...

On Landman, Cami Miller and Tommy Norris have a $400 million problem that seems to require help from a drug cartel kingpin. Or, Tommy (played by Billy Bob Thornton) just needs to remember a ...

A tool for spotting pancreatic cancer in routine CT scans has had promising results, one example of how China is racing to apply A.I. to medicine’s tough problems. Self-service kiosks at the ...