Abstract: For image classification tasks, the convolutional neural network (CNN) has so far been the automatic choice. However, the revolutionary triumph of the Transformer architecture in NLP ...

Abstract: Graph Neural Networks (GNNs) are rapidly becoming essential tools in deep learning, but their effectiveness when applied to images is often limited by challenges in graph representation.

Today marks the launch of Computer Vision 2.0, our next‑generation computer‑vision benchmark built to evaluate modern artificial intelligence (AI)‑capable hardware with accuracy, fairness and ...