Ultra-rapid object categorization in real-world scenes with top-down manipulations

• Bingjie Xu,

  Roles Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Software, Validation, Visualization, Writing – original draft, Writing – review & editing

  Affiliation NUS Graduate School for Integrative Sciences and Engineering, National University of Singapore, Singapore, Singapore

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• Mohan S. Kankanhalli,

  Roles Supervision, Writing – review & editing

  Affiliation School of Computing, National University of Singapore, Singapore, Singapore

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• Qi Zhao

  Roles Conceptualization, Funding acquisition, Project administration, Supervision, Writing – review & editing

  * E-mail: qzhao@cs.umn.edu

  Affiliation Department of Computer Science and Engineering, University of Minnesota, Minneapolis, MN, United States of America

  http://orcid.org/0000-0003-3054-8934

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