Perspectives and Prospects on Transformer Architecture for Cross-Modal Tasks with Language and Vision
Sign Up to like & getrecommendations! Published in 2022 at "International Journal of Computer Vision"
DOI: 10.1007/s11263-021-01547-8
Abstract: Transformer architectures have brought about fundamental changes to computational linguistic field, which had been dominated by recurrent neural networks for many years. Its success also implies drastic changes in cross-modal tasks with language and vision,… read more here.
Keywords: tasks language; transformer architecture; language vision; cross modal ... See more keywords
Mapping Language to Vision in a Real-World Robotic Scenario
Sign Up to like & getrecommendations! Published in 2018 at "IEEE Transactions on Cognitive and Developmental Systems"
DOI: 10.1109/tcds.2018.2819359
Abstract: Language has evolved over centuries and was gradually enriched and improved. The question, how people find assignment between meanings and referents, remains unanswered. There are many of computational models based on the statistical co-occurrence of… read more here.
Keywords: language vision; vision real; scenario; mapping language ... See more keywords