Jimmy Lei Ba

Predicting Deep Zero-Shot Convolutional Neural Networks Using Textual Descriptions

One of the main challenges in Zero-Shot Learning of visual categories is gathering semantic attributes to accompany images. Recent work has shown that learning from textual descriptions, such as Wikipedia articles, avoids the problem of having to explicitly define these attributes. We present a new…