Sarath Chandar
Sarath Chandar
Assistant Professor @ Polytechnique Montreal and Mila. Canada CIFAR AI Chair.
Verified email at mila.quebec - Homepage
Title
Cited by
Cited by
Year
An autoencoder approach to learning bilingual word representations
S Chandar, S Lauly, H Larochelle, M Khapra, B Ravindran, VC Raykar, ...
Advances in Neural Information Processing Systems, 1853-1861, 2014
310*2014
Guesswhat?! visual object discovery through multi-modal dialogue
H De Vries, F Strub, S Chandar, O Pietquin, H Larochelle, A Courville
Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2017
2482017
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
2132016
A deep reinforcement learning chatbot
IV Serban, C Sankar, M Germain, S Zhang, Z Lin, S Subramanian, T Kim, ...
arXiv preprint arXiv:1709.02349, 2017
1992017
Correlational neural networks
S Chandar, MM Khapra, H Larochelle, B Ravindran
Neural computation 28 (2), 257-285, 2016
1282016
The hanabi challenge: A new frontier for ai research
N Bard, JN Foerster, S Chandar, N Burch, M Lanctot, HF Song, E Parisotto, ...
Artificial Intelligence 280, 103216, 2020
1032020
Dynamic neural turing machine with continuous and discrete addressing schemes
C Gulcehre, S Chandar, K Cho, Y Bengio
Neural computation 30 (4), 857-884, 2018
81*2018
Complex sequential question answering: Towards learning to converse over linked question answer pairs with a knowledge graph
A Saha, V Pahuja, M Khapra, K Sankaranarayanan, S Chandar
Proceedings of the AAAI Conference on Artificial Intelligence 32 (1), 2018
772018
Hierarchical memory networks
S Chandar, S Ahn, H Larochelle, P Vincent, G Tesauro, Y Bengio
arXiv preprint arXiv:1605.07427, 2016
762016
Memory augmented neural networks with wormhole connections
C Gulcehre, S Chandar, Y Bengio
arXiv preprint arXiv:1701.08718, 2017
572017
Do neural dialog systems use the conversation history effectively? an empirical study
C Sankar, S Subramanian, C Pal, S Chandar, Y Bengio
arXiv preprint arXiv:1906.01603, 2019
462019
Toward training recurrent neural networks for lifelong learning
S Sodhani, S Chandar, Y Bengio
Neural computation 32 (1), 1-35, 2020
44*2020
Bridge correlational neural networks for multilingual multimodal representation learning
J Rajendran, MM Khapra, S Chandar, B Ravindran
arXiv preprint arXiv:1510.03519, 2015
412015
Clustering is efficient for approximate maximum inner product search
A Auvolat, S Chandar, P Vincent, H Larochelle, Y Bengio
arXiv preprint arXiv:1507.05910, 2015
312015
Towards non-saturating recurrent units for modelling long-term dependencies
S Chandar, C Sankar, E Vorontsov, SE Kahou, Y Bengio
Proceedings of the AAAI Conference on Artificial Intelligence 33 (01), 3280-3287, 2019
242019
Multilingual deep learning
S Chandar, MM Khapra, B Ravindran, V Raykar, A Saha
Deep Learning Workshop at NIPS, 2013
202013
A deep reinforcement learning chatbot (short version)
IV Serban, C Sankar, M Germain, S Zhang, Z Lin, S Subramanian, T Kim, ...
arXiv preprint arXiv:1801.06700, 2018
132018
A correlational encoder decoder architecture for pivot based sequence generation
A Saha, MM Khapra, S Chandar, J Rajendran, K Cho
arXiv preprint arXiv:1606.04754, 2016
132016
Learning to navigate the synthetically accessible chemical space using reinforcement learning
SK Gottipati, B Sattarov, S Niu, Y Pathak, H Wei, S Liu, S Blackburn, ...
International Conference on Machine Learning, 3668-3679, 2020
112020
The octopus approach to the Alexa competition: A deep ensemble-based socialbot
IV Serban, C Sankar, S Zhang, Z Lin, S Subramanian, T Kim, S Chandar, ...
Alexa Prize Proceedings, 2017
112017
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