3 citations · 6 across the 2 of their papers we have counts for
2 papers
cs.CV2021★ 3 cited
Ontology-based n-ball Concept Embeddings Informing Few-shot Image Classification
Mirantha Jayathilaka, Tingting Mu, Uli Sattler
We propose a novel framework named ViOCE that integrates ontology-based background knowledge in the form of -ball concept embeddings into a neural network based vision architect…
cs.CV2020★ 3 cited
Visual-Semantic Embedding Model Informed by Structured Knowledge
Mirantha Jayathilaka, Tingting Mu, Uli Sattler
We propose a novel approach to improve a visual-semantic embedding model by incorporating concept representations captured from an external structured knowledge base. We investigat…