Deepfake detection models can look impressively accurate on paper while failing spectacularly in the real world. A detector that scores above ninety percent on a curated benchmark may collapse when a ...

Researchers have now developed a technique that advances the ability of these tools, such as ChatGPT, to make compositional generalizations. This technique, Meta-learning for Compositionality, ...

What is regularization in machine learning? Regularization in machine learning is a set of techniques used to ensure that a machine learning model can generalize to new data within the same data set.