Jonathon Shlens
Jonathon Shlens
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Tensorflow: A system for large-scale machine learning
M Abadi, P Barham, J Chen, Z Chen, A Davis, J Dean, M Devin, ...
12th {USENIX} symposium on operating systems design and implementation …, 2016
29903*2016
Rethinking the inception architecture for computer vision
C Szegedy, V Vanhoucke, S Ioffe, J Shlens, Z Wojna
Proceedings of the IEEE conference on computer vision and pattern …, 2016
146172016
Explaining and harnessing adversarial examples
I Goodfellow, J Shlens, C Szegedy
ICLR, 2014
83742014
A tutorial on principal component analysis
J Shlens
arXiv preprint arXiv:1404.1100, 2014
30862014
Learning transferable architectures for scalable image recognition
B Zoph, V Vasudevan, J Shlens, QV Le
Proceedings of the IEEE conference on computer vision and pattern …, 2018
30642018
Devise: A deep visual-semantic embedding model
A Frome, G Corrado, J Shlens, S Bengio, J Dean, MA Ranzato, T Mikolov
20412013
Conditional image synthesis with auxiliary classifier gans
A Odena, C Olah, J Shlens
International conference on machine learning, 2642-2651, 2017
19782017
Adversarial autoencoders
A Makhzani, J Shlens, N Jaitly, I Goodfellow, B Frey
arXiv preprint arXiv:1511.05644, 2015
18322015
Spatio-temporal correlations and visual signalling in a complete neuronal population
JW Pillow, J Shlens, L Paninski, A Sher, AM Litke, EJ Chichilnisky, ...
Nature 454 (7207), 995-999, 2008
13172008
Progressive neural architecture search
C Liu, B Zoph, M Neumann, J Shlens, W Hua, LJ Li, L Fei-Fei, A Yuille, ...
Proceedings of the European conference on computer vision (ECCV), 19-34, 2018
11492018
Zero-shot learning by convex combination of semantic embeddings
M Norouzi, T Mikolov, S Bengio, Y Singer, J Shlens, A Frome, GS Corrado, ...
arXiv preprint arXiv:1312.5650, 2013
7382013
A learned representation for artistic style
V Dumoulin, J Shlens, M Kudlur
arXiv preprint arXiv:1610.07629, 2016
6622016
The structure of multi-neuron firing patterns in primate retina
J Shlens, GD Field, JL Gauthier, MI Grivich, D Petrusca, A Sher, AM Litke, ...
Journal of Neuroscience 26 (32), 8254-8266, 2006
5272006
Do better imagenet models transfer better?
S Kornblith, J Shlens, QV Le
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2019
5022019
Net2net: Accelerating learning via knowledge transfer
T Chen, I Goodfellow, J Shlens
arXiv preprint arXiv:1511.05641, 2015
4432015
Fast, accurate detection of 100,000 object classes on a single machine
T Dean, MA Ruzon, M Segal, J Shlens, S Vijayanarasimhan, J Yagnik
Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2013
3882013
Randaugment: Practical automated data augmentation with a reduced search space
ED Cubuk, B Zoph, J Shlens, QV Le
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2020
3632020
Functional connectivity in the retina at the resolution of photoreceptors
GD Field, JL Gauthier, A Sher, M Greschner, TA Machado, LH Jepson, ...
Nature 467 (7316), 673-677, 2010
3272010
Proceedings of the IEEE conference on computer vision and pattern recognition
C Szegedy, V Vanhoucke, S Ioffe, J Shlens, Z Wojna
IEEE, 2015
2982015
Youtube-boundingboxes: A large high-precision human-annotated data set for object detection in video
E Real, J Shlens, S Mazzocchi, X Pan, V Vanhoucke
proceedings of the IEEE Conference on Computer Vision and Pattern …, 2017
2802017
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