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Serge is Professor of Computer Science at the University of Copenhagen and head of the Pioneer Centre for AI. Previously, he was the Andrew H. and Ann R. Tisch Professor of Computer Science at Cornell Tech where he also served as Associate Dean. He has also been a member of the Visiting Faculty program at Google. He is known for his contributions to the fields of computer vision and machine learning, specifically object recognition and image segmentation, and he has co-founded several startups in those areas. He also serves as a board member of the European Laboratory for Learning and Intelligent Systems (ELLIS).
Recent interests include research using language and visions models toward the development of technology that will allow everyday Internet users to protect themselves from misinformation.
Serge's P1 Publications
Text-Driven Stylization of Video Objects
Sebastian Loeschcke, Serge Belongie, Sagie Benaim
Neural Image Recolorization for Creative Domains
Boyi Li, Serge Belongie, Ser-Nam Lim, Abe Davis
On Label Granularity and Object Localization
Elijah Cole, Kimberly Wilber, Grant van Horn, Xuan Yang, Marco Fornoni, Pietro Perona, Serge Belongie, Andrew Howard, Oisin Mac Aodha
When Does Contrastive Visual Representation Learning Work?
Elijah Cole, Xuan Yang, Kimberly Wilber, Oisin M. Aodha, Serge Belongie
Exploring Fine-Grained Audiovisual Categorization with the SSW60 Dataset
Grant van Horn, Rui Qian, Kimberly Wilber, Hartwig Adam, Oisin Mac Aodha, Serge Belongie
Polynomial Neural Fields for Subband Decomposition and Manipulation
Guandao Yang, Sagie Benaim, Varun Jampani, Kyle Genova, Jonathan T. Barron, Thomas Funkhouser, Bharath Hariharan, Serge Belongie
Visual Prompt Tuning
Menglin Jia, Luming Tang, Bor-Chun Chen, Claire Cardie, Serge Belongie, Bharath Hariharan, Ser-Nam Lim
The Herbarium 2021 Half–Earth Challenge Dataset and Machine Learning Competition
Riccardo de Lutio, John Y. Park, Kimberly A. Watson, Stefano D'Aronco, Jan D. Wegner, Jan J. Wieringa, Melissa Tulig, Richard L. Pyle, Timothy J. Gallaher, Gillian Brown, Gordon Guymer, Andrew Franks, Dhahara Ranatunga, Yumiko Baba, Serge J. Belongie, Fabián A. Michelangeli, Barbara A. Ambrose, Damon P. Little
Fine-Grained Image Analysis with Deep Learning: A Survey
X. -S. Wei, Y. -Z. Song, O. M. Aodha, J. Wu, Y. Peng, J. Tang, J. Yang, S. Belongie