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Yandex Text-to-Image-1B

Yandex. NeurIPS 2021

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Dataset

Yandex Text-to-Image-1B is a new cross-model dataset (text and visual), where database and query vectors have different distributions in a shared representation space. The base set consists of Image embeddings produced by the Se-ResNext-101 model, and queries are textual embeddings produced by a variant of the DSSM model. Since the distributions are different, a 50M sample of the query distribution is provided.

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