Samuel Albanie

Samuel Albanie

Scalable Oversight and Hard Benchmarks.

No "zero-shot" without exponential data: Pretraining concept frequency determines multimodal model performance

Vishaal Udandarao and Ameya Prabhu and Adhiraj Ghosh and Yash Sharma and Philip HS Torr and Adel Bibi and Samuel Albanie and Matthias Bethge, Advances in Neural Information Processing Systems (NeurIPS), 2024
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paper

@article{Udandarao2024no,
    author = "Udandarao, Vishaal and Prabhu, Ameya and Ghosh, Adhiraj and Sharma, Yash and Torr, Philip HS and Bibi, Adel and Albanie, Samuel and Bethge, Matthias",
    title = {No "zero-shot" without exponential data: Pretraining concept frequency determines multimodal model performance},
    year = "2024",
    month = "December",
    booktitle = "Advances in Neural Information Processing Systems (NeurIPS)"
}