Recent Advances in Zero-Shot Recognition: Toward Data-Efficient Understanding of Visual Content

Abstract

With the recent renaissance of deep convolutional neural networks (CNNs), encouraging breakthroughs have been achieved on the supervised recognition tasks, where each class has sufficient and fully annotated training data. However, to scale the recognition to a large number of classes with few or no training samples for each class remains an unsolved… (More)
DOI: 10.1109/MSP.2017.2763441

Topics

3 Figures and Tables

Slides referencing similar topics