Image as a Foreign Language: BEiT Pretraining for All Vision and Vision-Language Tasks
Masked "language" modeling on images (Imglish), texts (English), and image-text pairs ("parallel sentences") in a unified manner.
Github: https://github.com/microsoft/unilm/tree/master/beit
Paper: https://arxiv.org/abs/2208.10442v1
Datasets: https://paperswithcode.com/dataset/visual-genome
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