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A Survey on Masked Autoencoder for Self-supervised Learning in Vision and Beyond [article]

Chaoning Zhang, Chenshuang Zhang, Junha Song, John Seon Keun Yi, Kang Zhang, In So Kweon
2022 arXiv   pre-print
As a milestone to bridge the gap with BERT in NLP, masked autoencoder has attracted unprecedented attention for SSL in vision and beyond.  ...  Masked autoencoders are scalable vision learners, as the title of MAE , which suggests that self-supervised learning (SSL) in vision might undertake a similar trajectory as in NLP.  ...  Their method, based on a Swin transformer, combines the multiscale feature learnability of hViT and the efficiency of masked image modeling by making the hierarchical transformer compatible with MAE.  ... 
arXiv:2208.00173v1 fatcat:d2bxvpzcabg3lei4mcnsts5wqe

Discerning a 'Rhetorics of Catechesis' in Origen of Alexandria's Commentary on the Gospel of John: A Sociorhetorical Analysis of Book XIII:3-42 (John 4:13-15)

Francois Elias Beyrouti, Université D'Ottawa / University Of Ottawa, Université D'Ottawa / University Of Ottawa
2013
Their assessments indicate that we need a way out of this like-dislike bind in order to move more towards appreciating his writings based on their inner structure and any discernible consi [...]  ...  Robbins and continues to be developed by a group of international scholars under his direction.  ...  , the Hivites, and the Jebusites  ... 
doi:10.20381/ruor-844 fatcat:o6eyuyvbxbg5doe7xbukqzetti