Deep Dive into DeViSE
Review of DeViSE
4 min readFeb 17, 2021
Conceptual Contributions
In DeViSE, the authors tackle the issue that visual recognition systems are often limited in their ability to scale to large numbers of classification categories in part due to difficulty in acquiring such a balanced dataset as well as the traditionally rigid nature of classification within defined classes. The authors propose a new…