What is recorded here?
Applied a pure transformer to sequences of image patches for classification, reporting strong transfer after large-scale image pretraining.
Source-linked catalogue note. A detailed explanatory guide has not yet been prepared for this entry.
Scientific scope
This is the 2020 ViT preprint, later published at ICLR 2021; results depend on large-scale pretraining and studied recognition benchmarks.
Read the original work
- Dosovitskiy and colleagues: Vision Transformer image-patch classification — original paper
- Dosovitskiy and colleagues: Vision Transformer image-patch classification — official research page
This English explanation is an editorial reading view. It does not replace the complete original work or certify its science.
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People and systems
Alexey Dosovitskiy; Lucas Beyer; Alexander Kolesnikov; Dirk Weissenborn; Xiaohua Zhai; Thomas Unterthiner; Mostafa Dehghani; Matthias Minderer; Georg Heigold; Sylvain Gelly; Jakob Uszkoreit; Neil Houlsby
Complete named paper byline. Human research, source-reported system execution and experimental validation are distinct; individual effort shares are not measured.
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English catalogue narrative
Dosovitskiy and colleagues: Vision Transformer image-patch classification
Applied a pure transformer to sequences of image patches for classification, reporting strong transfer after large-scale image pretraining.
Scientific scope
This is the 2020 ViT preprint, later published at ICLR 2021; results depend on large-scale pretraining and studied recognition benchmarks.
Reading status
This is a source-linked WRS catalogue note. A full explanatory guide and independent scientific reconstruction have not been completed for this entry. Read the identified original work for its complete narrative and arguments.
People and systems
Alexey Dosovitskiy; Lucas Beyer; Alexander Kolesnikov; Dirk Weissenborn; Xiaohua Zhai; Thomas Unterthiner; Mostafa Dehghani; Matthias Minderer; Georg Heigold; Sylvain Gelly; Jakob Uszkoreit; Neil Houlsby
Complete named paper byline. Human research, source-reported system execution and experimental validation are distinct; individual effort shares are not measured.