Nicolas Ballas
Nicolas Ballas
Facebook AI Research
Zweryfikowany adres z fb.com
TytułCytowane przezRok
Fitnets: Hints for thin deep nets
A Romero, N Ballas, SE Kahou, A Chassang, C Gatta, Y Bengio
arXiv preprint arXiv:1412.6550, 2014
9132014
Describing Videos by Exploiting Temporal Structure
L Yao, A Torabi, K Cho, N Ballas, C Pal, H Larochelle, A Courville
arXiv preprint arXiv:1502.08029, 2015
7112015
Theano: A Python framework for fast computation of mathematical expressions
R Al-Rfou, G Alain, A Almahairi, C Angermueller, D Bahdanau, N Ballas, ...
arXiv preprint arXiv:1605.02688, 2016
6012016
Recurrent batch normalization
T Cooijmans, N Ballas, C Laurent, Ç Gülçehre, A Courville
arXiv preprint arXiv:1603.09025, 2016
2752016
Delving deeper into convolutional networks for learning video representations
N Ballas, L Yao, C Pal, A Courville
arXiv preprint arXiv:1511.06432, 2015
2722015
A closer look at memorization in deep networks
D Arpit, S Jastrzębski, N Ballas, D Krueger, E Bengio, MS Kanwal, ...
Proceedings of the 34th International Conference on Machine Learning-Volume …, 2017
2422017
Zoneout: Regularizing rnns by randomly preserving hidden activations
D Krueger, T Maharaj, J Kramár, M Pezeshki, N Ballas, NR Ke, A Goyal, ...
arXiv preprint arXiv:1606.01305, 2016
1782016
Three factors influencing minima in sgd
S Jastrzębski, Z Kenton, D Arpit, N Ballas, A Fischer, Y Bengio, A Storkey
arXiv preprint arXiv:1711.04623, 2017
1062017
Dynamic capacity networks
A Almahairi, N Ballas, T Cooijmans, Y Zheng, H Larochelle, A Courville
International Conference on Machine Learning, 2549-2558, 2016
442016
Space-time robust representation for action recognition
N Ballas, Y Yang, ZZ Lan, B Delezoide, F Prêteux, A Hauptmann
Proceedings of the IEEE International Conference on Computer Vision, 2704-2711, 2013
422013
Residual connections encourage iterative inference
S Jastrzębski, D Arpit, N Ballas, V Verma, T Che, Y Bengio
arXiv preprint arXiv:1710.04773, 2017
372017
CEA LIST's Participation at MediaEval 2013 Placing Task.
A Popescu, N Ballas
MediaEval, 2013
352013
Large-scale image mining with flickr groups
AL Ginsca, A Popescu, H Le Borgne, N Ballas, P Vo, I Kanellos
International Conference on Multimedia Modeling, 318-334, 2015
292015
A dataset and exploration of models for understanding video data through fill-in-the-blank question-answering
T Maharaj, N Ballas, A Rohrbach, A Courville, C Pal
Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2017
282017
Stochastic gradient push for distributed deep learning
M Assran, N Loizou, N Ballas, M Rabbat
arXiv preprint arXiv:1811.10792, 2018
272018
A dissection of overfitting and generalization in continuous reinforcement learning
A Zhang, N Ballas, J Pineau
arXiv preprint arXiv:1806.07937, 2018
272018
Irim at TRECVID 2014: Semantic indexing and instance search
N Ballas, B Labbé, H Le Borgne, P Gosselin, D Picard, M Redi, ...
272014
Deep Nets Don't Learn via Memorization
D Krueger, N Ballas, S Jastrzebski, D Arpit, MS Kanwal, T Maharaj, ...
252017
Trajectories based descriptor for dynamic events annotation
N Ballas, B Delezoide, F Prêteux
Proceedings of the 2011 joint ACM workshop on Modeling and representing …, 2011
182011
On the relation between the sharpest directions of DNN loss and the SGD step length
S Jastrzebski, Z Kenton, N Ballas, A Fischer, Y Bengio, A Storkey
arXiv preprint arXiv:1807.05031, 2018
16*2018
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