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Learning transferable visual models from natural lan- guage supervision

Alec Radford, Jong Wook Kim, Chris Hallacy, Aditya Ramesh, Gabriel Goh, Sandhini Agarwal, Girish Sastry, Amanda Askell, Pamela Mishkin, Jack Clark, et al · 2021

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Adversarial Hubness in Multi-Modal Retrieval

cs.CR · 2024-12-18 · unverdicted · novelty 7.0

Adversarial hubs can be generated to be retrieved as top-1 for over 84% of test queries in text-to-image retrieval, far exceeding natural hubs.

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  • Adversarial Hubness in Multi-Modal Retrieval cs.CR · 2024-12-18 · unverdicted · none · ref 56

    Adversarial hubs can be generated to be retrieved as top-1 for over 84% of test queries in text-to-image retrieval, far exceeding natural hubs.