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AI weighs in on debate about universal facial expressions

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Nature 589, 202-203 (2021)


Updates & Corrections

  • Correction 21 January 2021: The original version of this News & Views described a control experiment as assessing the raters; instead it assessed the DNN.


  1. 1.

    Cowen, A. S. et al. Nature 589, 251–257 (2021).

    Article  Google Scholar 

  2. 2.

    Shariff, A. F. & Tracy, J. L. Curr. Direct. Psychol. Sci. 20, 395–399 (2011).

    Article  Google Scholar 

  3. 3.

    Cosmides, L. & Tooby, J. in Handbook of Emotions 2nd edn (eds Lewis, M. & Haviland-Jones, J. M.) 91–115 (Guilford, 2000).

    Google Scholar 

  4. 4.

    Russell, J. A. Psychol. Bull. 115, 102–141 (1994).

    PubMed  Article  Google Scholar 

  5. 5.

    Barrett, L. F., Adolphs, R., Marsella, S., Martinez, A. M. & Pollak, S. D. Psychol. Sci. Public Interest 20, 1–68 (2019).

    PubMed  Article  Google Scholar 

  6. 6.

    Gendron, M., Crivelli, C. & Barrett, L. F. Curr. Direct. Psychol. Sci. 27, 211–219 (2018).

    Article  Google Scholar 

  7. 7.

    Gendron, M. et al. Sci. Rep. 10, 3867 (2020).

    PubMed  Article  Google Scholar 

  8. 8.

    Rychlowska, M. et al. Proc. Natl Acad. Sci. USA 112, E2429–E2436 (2015).

    PubMed  Article  Google Scholar 

  9. 9.

    Aviezer, H. et al. Psychol. Sci. 19, 724–732 (2008).

    PubMed  Article  Google Scholar 

  10. 10.

    Hoemann, K. et al. Emotion 19, 1292–1313 (2019).

    PubMed  Article  Google Scholar 

  11. 11.

    Gendron, M. & Barrett, L. F. in The Science of Facial Expression (eds Fernández-Dols, J.-M. & Russell, J. A.) 15–36 (Oxford Univ. Press, 2017).

    Google Scholar 

  12. 12.

    Srinivasan, R. & Martinez, A. M. IEEE Trans. Affective Comput. (IEEE, 2018).

    Article  Google Scholar 

Download references


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