Yusuf Aytar
Yusuf Aytar
Research Scientist, DeepMind
Verified email at csail.mit.edu - Homepage
Title
Cited by
Cited by
Year
SoundNet: Learning Sound Representations from Unlabeled Video
Y Aytar, C Vondrick, A Torralba
Neural Information Processing Systems, 2016
5872016
Tabula rasa: Model transfer for object category detection
Y Aytar, A Zisserman
2011 international conference on computer vision, 2252-2259, 2011
3572011
Learning cross-modal embeddings for cooking recipes and food images
A Salvador, N Hynes, Y Aytar, J Marin, F Ofli, I Weber, A Torralba
Proceedings of the IEEE conference on computer vision and pattern …, 2017
2162017
Playing hard exploration games by watching youtube
Y Aytar, T Pfaff, D Budden, T Paine, Z Wang, N de Freitas
Advances in neural information processing systems, 2930-2941, 2018
1402018
Learning aligned cross-modal representations from weakly aligned data
L Castrejon, Y Aytar, C Vondrick, H Pirsiavash, A Torralba
Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2016
1112016
See, hear, and read: Deep aligned representations
Y Aytar, C Vondrick, A Torralba
arXiv preprint arXiv:1706.00932, 2017
902017
Sickle cell detection using a smartphone
SM Knowlton, I Sencan, Y Aytar, J Khoory, MM Heeney, IC Ghiran, ...
Scientific reports 5, 15022, 2015
762015
Recipe1m+: A dataset for learning cross-modal embeddings for cooking recipes and food images
J Marin, A Biswas, F Ofli, N Hynes, A Salvador, Y Aytar, I Weber, ...
IEEE transactions on pattern analysis and machine intelligence, 2019
742019
Utilizing semantic word similarity measures for video retrieval
Y Aytar, M Shah, J Luo
2008 IEEE Conference on Computer Vision and Pattern Recognition, 1-8, 2008
712008
How transferable are CNN-based features for age and gender classification?
G Ozbulak, Y Aytar, HK Ekenel
2016 International Conference of the Biometrics Special Interest Group …, 2016
692016
Cross-modal scene networks
Y Aytar, L Castrejon, C Vondrick, H Pirsiavash, A Torralba
IEEE transactions on pattern analysis and machine intelligence 40 (10), 2303 …, 2017
682017
Temporal cycle-consistency learning
D Dwibedi, Y Aytar, J Tompson, P Sermanet, A Zisserman
Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2019
622019
Enhancing Exemplar SVMs using Part Level Transfer Regularization
Y Aytar, A Zisserman
BMVC, 2012
482012
Is saki# delicious? the food perception gap on instagram and its relation to health
F Ofli, Y Aytar, I Weber, R Al Hammouri, A Torralba
Proceedings of the 26th International Conference on World Wide Web, 509-518, 2017
402017
Face-to-BMI: Using computer vision to infer body mass index on social media
E Kocabey, M Camurcu, F Ofli, Y Aytar, J Marin, A Torralba, I Weber
Proceedings of the International AAAI Conference on Web and Social Media 11 (1), 2017
382017
Improving semantic concept detection and retrieval using contextual estimates
Y Aytar, OB Orhan, M Shah
2007 IEEE International Conference on Multimedia and Expo, 536-539, 2007
352007
Transfer learning for object category detection
A Zisserman, Y Aytar
University of Oxford, 2014
152014
Part level transfer regularization for enhancing exemplar svms
Y Aytar, A Zisserman
Computer Vision and Image Understanding 138, 114-123, 2015
132015
One-shot high-fidelity imitation: Training large-scale deep nets with rl
TL Paine, SG Colmenarejo, Z Wang, S Reed, Y Aytar, T Pfaff, ...
arXiv preprint arXiv:1810.05017, 2018
112018
Scaling data-driven robotics with reward sketching and batch reinforcement learning
S Cabi, S Gómez Colmenarejo, A Novikov, K Konyushkova, S Reed, ...
arXiv, arXiv: 1909.12200, 2019
102019
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