Jeff A. Bilmes's Publications

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How Many Images Does It Take? Estimating Imitation Thresholds in Text-to-Image Models

Sahil Verma, Royi Rassin, Arnav Mohanty Das, Gantavya Bhatt, Preethi Seshadri, Chirag Shah, Jeff Bilmes, Hannaneh Hajishirzi, and Yanai Elazar. How Many Images Does It Take? Estimating Imitation Thresholds in Text-to-Image Models. Transactions on Machine Learning Research (TMLR), December 2025. Accepted publication

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@article{verma2025imitationthresholds,
  title   = {How Many Images Does It Take? Estimating Imitation Thresholds in Text-to-Image Models},
  author  = {Verma, Sahil and Rassin, Royi and Das, Arnav Mohanty and Bhatt, Gantavya and Seshadri, Preethi and Shah, Chirag and Bilmes, Jeff and Hajishirzi, Hannaneh and Elazar, Yanai},
  journal = {Transactions on Machine Learning Research (TMLR)},
  year    = {2025},
  month   = {December},
  note    = {Accepted publication},
}

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