Caglar Gulcehre - Google Scholar Citations

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	All	Since 2014
Citations	14268	14234
h-index	24	24
i10-index	31	31

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20142015201620172018201990 380 1555 2928 5034 4136

Co-authors

Yoshua BengioProfessor, University of Montreal (Computer Sc. & Op. Res.), Mila, CIFAR, CRM, IVADO, REPARTI, GRSNCVerified email at mila.quebec
Kyunghyun ChoNew York University, Facebook AI ResearchVerified email at nyu.edu
Razvan PascanuStaff Research Scientist at Google DeepMindVerified email at google.com
Holger SchwenkResearch scientist, Facebook, and professor of Computer ScienceVerified email at fb.com
Fethi bougaresAssociate Professor, University of Le MansVerified email at univ-lemans.fr
Junyoung ChungResearch Scientist, DeepMindVerified email at google.com
Bart van MerriënboerGoogleVerified email at google.com
Dzmitry BahdanauUniversité de MontréalVerified email at iro.umontreal.ca
Yann N. DauphinFacebook AI ResearchVerified email at dauphin.io
Aaron CourvilleUniversité de MontréalVerified email at umontreal.ca
Surya GanguliAssistant Professor, Stanford UniversityVerified email at stanford.edu
Ramesh Maruthi NallapatiPrincipal Applied Scientist, Amazon AWS AIVerified email at amazon.com
Bowen ZhouVP, JD.com; Head of JD AI & Director of JD AI ResearchVerified email at jd.com
Sarath ChandarUniversity of MontrealVerified email at iro.umontreal.ca
Marcin MoczulskiUniversity of OxfordVerified email at stcatz.ox.ac.uk
Sungjin AhnAssistant Professor, Rutgers UniversityVerified email at rutgers.edu
Bing XiangPrincipal ScientistVerified email at amazon.com
Misha DenilDeepMindVerified email at google.com
Kelvin XuPhD Student at UC BerkeleyVerified email at berkeley.edu
Orhan FiratGoogle AIVerified email at google.com

Caglar Gulcehre

Research Scientist at Deepmind and PhD from MILA

Verified email at iro.umontreal.ca - Homepage

Machine Learning Representation Learning Reinforcement Learning Cognitive Science


Title	Cited by	Year
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	6227	2014
Empirical evaluation of gated recurrent neural networks on sequence modeling J Chung, C Gulcehre, KH Cho, Y Bengio arXiv preprint arXiv:1412.3555, 2014	3186	2014
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	737	2014
How to construct deep recurrent neural networks R Pascanu, C Gulcehre, K Cho, Y Bengio arXiv preprint arXiv:1312.6026, 2013	510	2013
Abstractive text summarization using sequence-to-sequence rnns and beyond R Nallapati, B Zhou, C Gulcehre, B Xiang arXiv preprint arXiv:1602.06023, 2016	508	2016
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	416	2016
Gated feedback recurrent neural networks J Chung, C Gulcehre, K Cho, Y Bengio International Conference on Machine Learning, 2067-2075, 2015	399	2015
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	254	2018
Recurrent batch normalization T Cooijmans, N Ballas, C Laurent, Ç Gülçehre, A Courville arXiv preprint arXiv:1603.09025, 2016	229	2016
Pointing the unknown words C Gulcehre, S Ahn, R Nallapati, B Zhou, Y Bengio arXiv preprint arXiv:1603.08148, 2016	228	2016
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	212	2013
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	193	2016
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	167	2015
Policy distillation AA Rusu, SG Colmenarejo, C Gulcehre, G Desjardins, J Kirkpatrick, ... arXiv preprint arXiv:1511.06295, 2015	158	2015
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	113	2016
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	101	2016
Noisy activation functions C Gulcehre, M Moczulski, M Denil, Y Bengio International conference on machine learning, 3059-3068, 2016	93	2016
Knowledge matters: Importance of prior information for optimization Ç Gülçehre, Y Bengio The Journal of Machine Learning Research 17 (1), 226-257, 2016	92	2016
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	82	2014
AlphaStar: Mastering the Real-Time Strategy Game StarCraft II Jan, 2019	53*	2019

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