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Scott Reed
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My current research topics are related to representation learning and deep learning, scalable object detection, multimodal learning, learning to disentangle factors of variation in sensory data, visual analogy-making, and learning compositional programs. Broadly I am interested in neural architectures that can automatically learn feature representations with strong generalization properties in a data-efficient manner.
My current research topics are related to representation learning and deep learning, scalable object detection, multimodal learning, learning to disentangle factors of variation in sensory data, visual analogy-making, and learning compositional programs. Broadly I am interested in neural architectures that can automatically learn feature representations with strong generalization properties in a data-efficient manner.
Papers36 papers
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NIPS 2020, (2020)
Serkan Cabi,Sergio Gómez Colmenarejo,Alexander Novikov,Ksenia Konyushova,Scott Reed,Rae Jeong,Konrad Zolna,Yusuf Aytar,David Budden, Mel Vecerik,Oleg Sushkov, David Barker
robotics science and systems, (2020)
Zolna Konrad,Reed Scott,Novikov Alexander, Colmenarej Sergio Gomez,Budden David, Cabi Serkan,Denil Misha,de Freitas Nando,Wang Ziyu
Cabi Serkan, Colmenarejo Sergio Gómez, Novikov Alexander,Konyushkova Ksenia,Reed Scott, Jeong Rae,Żołna Konrad,Aytar Yusuf,Budden David, Vecerik Mel, Sushkov Oleg, Barker David
Thomas Pierrot, Guillaume Ligner,Scott Reed,Olivier Sigaud, Perrin Nicolas, David Kas, Karim Beguir,Nando de Freitas
neural information processing systems, (2019)
Cited by5Bibtex
Thomas Pierrot, Guillaume Ligner,Scott E. Reed,Olivier Sigaud,Nicolas Perrin, Alexandre Laterre, David Kas, Karim Beguir,Nando de Freitas
ADVANCES IN NEURAL INFORMATION PROCESSING SYSTEMS 32 (NIPS 2019), (2019): 14646-14656
Yutian Chen, Yannis M. Assael,Brendan Shillingford,David Budden,Scott E. Reed,Heiga Zen,Quan Wang, Luis C. Cobo,Andrew Trask,Ben Laurie,Çaglar Gülçehre,Aäron van den Oord
international conference on learning representations, (2019)
ADVANCES IN NEURAL INFORMATION PROCESSING SYSTEMS 31 (NIPS 2018), (2018)
Scott Reed, Yusuf Aytar, Ziyu Wang, Tom Paine, Aäron van den Oord, Tobias Pfaff, Sergio Gomez, Alexander Novikov, David Budden, Oriol Vinyals
(2018)
Tom Le Paine, Sergio Gomez Colmenarejo,Ziyu Wang,Scott E. Reed,Yusuf Aytar, Tobias Pfaff,Matthew W. Hoffman, Gabriel Barth-Maron, Serkan Cabi,David Budden,Nando de Freitas
arXiv: Learning, (2018)
international conference on learning representations, (2018)
computer vision and pattern recognition, (2018)
Scott E. Reed,Aäron van den Oord,Nal Kalchbrenner, Sergio Gomez Colmenarejo,Ziyu Wang, Dan Belov,Nando de Freitas
ICML, (2017): 2912-2921
ADVANCES IN NEURAL INFORMATION PROCESSING SYSTEMS 30 (NIPS 2017), (2017)
ECCV, (2016): 21-37
computer vision and pattern recognition, pp.49-58, (2016)
Cited by379Bibtex
CVPR, (2016)
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