The Next Web

Understanding the limits of convolutional neural networks — one of AI’s greatest achievements

After a prolonged winter, artificial intelligence is experiencing a scorching summer mainly thanks to advances in deep learning and artificial neural networks. To be more precise, the renewed interest ...
Nature

When and how convolutional neural networks generalize to out-of-distribution category–viewpoint combinations

Object recognition and viewpoint estimation lie at the heart of visual understanding. Recent studies have suggested that convolutional neural networks (CNNs) fail to generalize to out-of-distribution ...
Nature

A flow feature detection method for modeling pressure distribution around a cylinder in non-uniform flows by using a convolutional neural network

In a myriad of engineering situations, we often hope to establish a model which can acquire load conditions around structures through flow features detection. A data-driven method is developed to ...