15 citations · 17 across the 4 of their papers we have counts for
4 papers
Anomalous State Sequence Modeling to Enhance Safety in Reinforcement Learning
Leen Kweider, Maissa Abou Kassem, Ubai Sandouk
The deployment of artificial intelligence (AI) in decision-making applications requires ensuring an appropriate level of safety and reliability, particularly in changing environmen…
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…
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…
Learning Contextualized Music Semantics from Tags via a Siamese Network
Ubai Sandouk, Ke Chen
Music information retrieval faces a challenge in modeling contextualized musical concepts formulated by a set of co-occurring tags. In this paper, we investigate the suitability of…