2 papers
cs.CV2021
Language Models as Zero-shot Visual Semantic Learners
Yue Jiao, Jonathon Hare, Adam Prügel-Bennett
Visual Semantic Embedding (VSE) models, which map images into a rich semantic embedding space, have been a milestone in object recognition and zero-shot learning. Current approache…
cs.CV2021
What Remains of Visual Semantic Embeddings
Yue Jiao, Jonathon Hare, Adam Prügel-Bennett
Zero shot learning (ZSL) has seen a surge in interest over the decade for its tight links with the mechanism making young children recognize novel objects. Although different parad…