Bilinear pooling in video-QA: empirical challenges and motivational drift from neurological parallels

Bilinear pooling (BLP) refers to a family of operations recently developed for fusing features from different modalities predominantly for visual question answering (VQA) models. Successive BLP techniques have yielded higher performance with lower computational expense, yet at the same time they hav...

Descripción completa

Detalles Bibliográficos
Autores principales: Winterbottom, Thomas, Xiao, Sarah, McLean, Alistair, Al Moubayed, Noura
Formato: Online Artículo Texto
Lenguaje:English
Publicado: PeerJ Inc. 2022
Materias:
Artificial Intelligence
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9202627/
https://www.ncbi.nlm.nih.gov/pubmed/35721409
http://dx.doi.org/10.7717/peerj-cs.974

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9202627/
https://www.ncbi.nlm.nih.gov/pubmed/35721409
http://dx.doi.org/10.7717/peerj-cs.974

Ejemplares similares