Визуальные семантические встраивания
method
ID: visualsemanticembeddings
Related Papers
Learning Visually-Grounded Semantics from Contrastive Adversarial Samples
AbstractWe study the problem of grounding distributional representations of texts on the visual domain, namely visual-semantic embeddings (VSE for short). Begin with an insightful adversarial attack on VSE embeddings, we …...
Lessons Learned in Multilingual Grounded Language Learning
AbstractRecent work has shown how to learn better visual-semantic embeddings by leveraging image descriptions in more than one language. Here, we investigate in detail which conditions affect the performance of …...
Probing Multimodal Embeddings for Linguistic Properties: the Visual-Semantic Case
AbstractSemantic embeddings have advanced the state of the art for countless natural language processing tasks, and various extensions to multimodal domains, such as visual-semantic embeddings, have been proposed. While the …...