2 papers
cs.LG2016
Multi-Label Zero-Shot Learning via Concept Embedding
Ubai Sandouk, Ke Chen
Zero Shot Learning (ZSL) enables a learning model to classify instances of an unseen class during training. While most research in ZSL focuses on single-label classification, few s…
cs.IR2015
Learning Contextualized Semantics from Co-occurring Terms via a Siamese Architecture
Ubai Sandouk, Ke Chen
One of the biggest challenges in Multimedia information retrieval and understanding is to bridge the semantic gap by properly modeling concept semantics in context. The presence of…