2 papers
cs.CL2025
Contrastive Learning with Enhanced Abstract Representations using Grouped Loss of Abstract Semantic Supervision
Omri Suissa, Muhiim Ali, Shengmai Chen +2
Humans can recognize an image as an instance of a general concept, beyond simply identifying its objects and their relationships. In this paper, we investigate 1. The extent to whi…
cs.CL2025
Dynamic Relation Inference via Verb Embeddings
Omri Suissa, Muhiim Ali, Ariana Azarbal +2
CLIP has demonstrated exceptional image-text matching capabilities due to its training on contrastive learning tasks. Past research has suggested that whereas CLIP effectively matc…