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Aditya Khosla
Aditya Khosla
CTO, Iterative Health
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Imagenet large scale visual recognition challenge
O Russakovsky, J Deng, H Su, J Krause, S Satheesh, S Ma, Z Huang, ...
International journal of computer vision 115, 211-252, 2015
431112015
Learning deep features for discriminative localization
B Zhou, A Khosla, A Lapedriza, A Oliva, A Torralba
Proceedings of the IEEE conference on computer vision and pattern …, 2016
104282016
3d shapenets: A deep representation for volumetric shapes
Z Wu, S Song, A Khosla, F Yu, L Zhang, X Tang, J Xiao
Proceedings of the IEEE conference on computer vision and pattern …, 2015
60192015
Places: A 10 million image database for scene recognition
B Zhou, A Lapedriza, A Khosla, A Oliva, A Torralba
IEEE transactions on pattern analysis and machine intelligence 40 (6), 1452-1464, 2017
40312017
Multimodal deep learning
J Ngiam, A Khosla, M Kim, J Nam, H Lee, AY Ng
Proceedings of the 28th International Conference on Machine Learning (ICML), 2011
38602011
Diagnostic assessment of deep learning algorithms for detection of lymph node metastases in women with breast cancer
BE Bejnordi, M Veta, PJ Van Diest, B Van Ginneken, N Karssemeijer, ...
Jama 318 (22), 2199-2210, 2017
27692017
Network dissection: Quantifying interpretability of deep visual representations
D Bau, B Zhou, A Khosla, A Oliva, A Torralba
Proceedings of the IEEE conference on computer vision and pattern …, 2017
15742017
Novel dataset for fine-grained image categorization
A Khosla, N Jayadevaprakash, B Yao, FF Li
First Workshop on Fine-Grained Visual Categorization, CVPR, 2011
1536*2011
Object detectors emerge in Deep Scene CNNs
B Zhou, A Khosla, A Lapedriza, A Oliva, A Torralba
International Conference on Learning Representations, 2015
14412015
Deep learning for identifying metastatic breast cancer
D Wang, A Khosla, R Gargeya, H Irshad, AH Beck
arXiv preprint arXiv:1606.05718, 2016
11782016
Eye tracking for everyone
K Krafka, A Khosla, P Kellnhofer, H Kannan, S Bhandarkar, W Matusik, ...
Proceedings of the IEEE conference on computer vision and pattern …, 2016
10052016
Human Action Recognition by Learning Bases of Action Attributes and Parts
B Yao, X Jiang, A Khosla, AL Lin, L Guibas, L Fei-Fei
International Conference on Computer Vision, 2011
7552011
Comparison of deep neural networks to spatio-temporal cortical dynamics of human visual object recognition reveals hierarchical correspondence
RM Cichy, A Khosla, D Pantazis, A Torralba, A Oliva
Scientific reports 6 (1), 27755, 2016
745*2016
Undoing the Damage of Dataset Bias
A Khosla, T Zhou, T Malisiewicz, AA Efros, A Torralba
European Conference on Computer Vision, 2012
5782012
Places: An image database for deep scene understanding
B Zhou, A Khosla, A Lapedriza, A Torralba, A Oliva
arXiv preprint arXiv:1610.02055, 2016
4682016
What makes an image popular?
A Khosla, A Das Sarma, R Hamid
Proceedings of the 23rd international conference on World wide web, 867-876, 2014
4072014
HOGgles: Visualizing Object Detection Features
C Vondrick, A Khosla, T Malisiewicz, A Torralba
International Conference on Computer Vision (ICCV), 2013, 2013
3882013
Understanding and predicting image memorability at a large scale
A Khosla, AS Raju, A Torralba, A Oliva
International Conference on Computer Vision (ICCV), 2015, 2015
3842015
Combining randomization and discrimination for fine-grained image categorization
B Yao, A Khosla, L Fei-Fei
Computer Vision and Pattern Recognition (CVPR), 2011 IEEE Conference on …, 2011
3842011
Lapedriza
B Zhou, A Khosla
A., A. Oliva, and A. Torralba. Learning Deep Features for Discriminative …, 2016
3442016
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