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Bradley C. Love

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Matching domain experts by training from scratch on domain knowledge

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May 15, 2024
Xiaoliang Luo, Guangzhi Sun, Bradley C. Love

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Large language models surpass human experts in predicting neuroscience results

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Mar 14, 2024
Xiaoliang Luo, Akilles Rechardt, Guangzhi Sun, Kevin K. Nejad, Felipe Yáñez, Bati Yilmaz, Kangjoo Lee, Alexandra O. Cohen, Valentina Borghesani, Anton Pashkov, Daniele Marinazzo, Jonathan Nicholas, Alessandro Salatiello, Ilia Sucholutsky, Pasquale Minervini, Sepehr Razavi, Roberta Rocca, Elkhan Yusifov, Tereza Okalova, Nianlong Gu, Martin Ferianc, Mikail Khona, Kaustubh R. Patil, Pui-Shee Lee, Rui Mata, Nicholas E. Myers, Jennifer K Bizley, Sebastian Musslick, Isil Poyraz Bilgin, Guiomar Niso, Justin M. Ales, Michael Gaebler, N Apurva Ratan Murty, Leyla Loued-Khenissi, Anna Behler, Chloe M. Hall, Jessica Dafflon, Sherry Dongqi Bao, Bradley C. Love

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On Leakage in Machine Learning Pipelines

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Nov 07, 2023
Leonard Sasse, Eliana Nicolaisen-Sobesky, Juergen Dukart, Simon B. Eickhoff, Michael Götz, Sami Hamdan, Vera Komeyer, Abhijit Kulkarni, Juha Lahnakoski, Bradley C. Love, Federico Raimondo, Kaustubh R. Patil

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Getting aligned on representational alignment

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Nov 02, 2023
Ilia Sucholutsky, Lukas Muttenthaler, Adrian Weller, Andi Peng, Andreea Bobu, Been Kim, Bradley C. Love, Erin Grant, Iris Groen, Jascha Achterberg, Joshua B. Tenenbaum, Katherine M. Collins, Katherine L. Hermann, Kerem Oktar, Klaus Greff, Martin N. Hebart, Nori Jacoby, Qiuyi Zhang, Raja Marjieh, Robert Geirhos, Sherol Chen, Simon Kornblith, Sunayana Rane, Talia Konkle, Thomas P. O'Connell, Thomas Unterthiner, Andrew K. Lampinen, Klaus-Robert Müller, Mariya Toneva, Thomas L. Griffiths

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Confound-leakage: Confound Removal in Machine Learning Leads to Leakage

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Oct 17, 2022
Sami Hamdan, Bradley C. Love, Georg G. von Polier, Susanne Weis, Holger Schwender, Simon B. Eickhoff, Kaustubh R. Patil

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Exploring Alignment of Representations with Human Perception

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Nov 29, 2021
Vedant Nanda, Ayan Majumdar, Camila Kolling, John P. Dickerson, Krishna P. Gummadi, Bradley C. Love, Adrian Weller

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A Too-Good-to-be-True Prior to Reduce Shortcut Reliance

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Feb 12, 2021
Nikolay Dagaev, Brett D. Roads, Xiaoliang Luo, Daniel N. Barry, Kaustubh R. Patil, Bradley C. Love

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Enriching ImageNet with Human Similarity Judgments and Psychological Embeddings

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Nov 22, 2020
Brett D. Roads, Bradley C. Love

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Robust priors for regularized regression

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Oct 06, 2020
Sebastian Bobadilla-Suarez, Matt Jones, Bradley C. Love

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The perceptual boost of visual attention is task-dependent in naturalistic settings

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Feb 22, 2020
Freddie Bickford Smith, Xiaoliang Luo, Brett D. Roads, Bradley C. Love

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