Peyman Najafirad

Generalized Zero-Shot Learning using Multimodal Variational Auto-Encoder\n with Semantic Concepts

2021 · arXiv (Cornell University)

With the ever-increasing amount of data, the central challenge in multimodal\nlearning involves limitations of labelled samples. For the task of\nclassification, techniques such as meta-learning, zero-shot learning, and\nfew-shot learning showcase the ability to learn information about …