Caglar Gulcehre
Caglar Gulcehre
Research Scientist at Deepmind and PhD from MILA
Verified email at iro.umontreal.ca - Homepage
TitleCited byYear
Learning phrase representations using RNN encoder-decoder for statistical machine translation
K Cho, B Van Merriënboer, C Gulcehre, D Bahdanau, F Bougares, ...
arXiv preprint arXiv:1406.1078, 2014
62272014
Empirical evaluation of gated recurrent neural networks on sequence modeling
J Chung, C Gulcehre, KH Cho, Y Bengio
arXiv preprint arXiv:1412.3555, 2014
31862014
Identifying and attacking the saddle point problem in high-dimensional non-convex optimization
YN Dauphin, R Pascanu, C Gulcehre, K Cho, S Ganguli, Y Bengio
Advances in neural information processing systems, 2933-2941, 2014
7372014
How to construct deep recurrent neural networks
R Pascanu, C Gulcehre, K Cho, Y Bengio
arXiv preprint arXiv:1312.6026, 2013
5102013
Abstractive text summarization using sequence-to-sequence rnns and beyond
R Nallapati, B Zhou, C Gulcehre, B Xiang
arXiv preprint arXiv:1602.06023, 2016
5082016
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
4162016
Gated feedback recurrent neural networks
J Chung, C Gulcehre, K Cho, Y Bengio
International Conference on Machine Learning, 2067-2075, 2015
3992015
Relational inductive biases, deep learning, and graph networks
PW Battaglia, JB Hamrick, V Bapst, A Sanchez-Gonzalez, V Zambaldi, ...
arXiv preprint arXiv:1806.01261, 2018
2542018
Recurrent batch normalization
T Cooijmans, N Ballas, C Laurent, Ç Gülçehre, A Courville
arXiv preprint arXiv:1603.09025, 2016
2292016
Pointing the unknown words
C Gulcehre, S Ahn, R Nallapati, B Zhou, Y Bengio
arXiv preprint arXiv:1603.08148, 2016
2282016
Combining modality specific deep neural networks for emotion recognition in video
SE Kahou, C Pal, X Bouthillier, P Froumenty, Ç Gülçehre, R Memisevic, ...
Proceedings of the 15th ACM on International conference on multimodal …, 2013
2122013
Emonets: Multimodal deep learning approaches for emotion recognition in video
SE Kahou, X Bouthillier, P Lamblin, C Gulcehre, V Michalski, K Konda, ...
Journal on Multimodal User Interfaces 10 (2), 99-111, 2016
1932016
On using monolingual corpora in neural machine translation
C Gulcehre, O Firat, K Xu, K Cho, L Barrault, HC Lin, F Bougares, ...
arXiv preprint arXiv:1503.03535, 2015
1672015
Policy distillation
AA Rusu, SG Colmenarejo, C Gulcehre, G Desjardins, J Kirkpatrick, ...
arXiv preprint arXiv:1511.06295, 2015
1582015
Generating factoid questions with recurrent neural networks: The 30m factoid question-answer corpus
IV Serban, A García-Durán, C Gulcehre, S Ahn, S Chandar, A Courville, ...
arXiv preprint arXiv:1603.06807, 2016
1132016
Theano: A Python framework for fast computation of mathematical expressions
TTD Team, R Al-Rfou, G Alain, A Almahairi, C Angermueller, D Bahdanau, ...
arXiv preprint arXiv:1605.02688, 2016
1012016
Noisy activation functions
C Gulcehre, M Moczulski, M Denil, Y Bengio
International conference on machine learning, 3059-3068, 2016
932016
Knowledge matters: Importance of prior information for optimization
Ç Gülçehre, Y Bengio
The Journal of Machine Learning Research 17 (1), 226-257, 2016
922016
Learned-norm pooling for deep feedforward and recurrent neural networks
C Gulcehre, K Cho, R Pascanu, Y Bengio
Joint European Conference on Machine Learning and Knowledge Discovery in …, 2014
822014
AlphaStar: Mastering the Real-Time Strategy Game StarCraft II
Jan, 2019
53*2019
The system can't perform the operation now. Try again later.
Articles 1–20