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- Publications
- Influence
mixup: Beyond Empirical Risk Minimization
- Hongyi Zhang, M. Cissé, Yann Dauphin, David Lopez-Paz
- Computer Science, Mathematics
- ICLR
- 25 October 2017
TLDR
Convolutional Sequence to Sequence Learning
- Jonas Gehring, M. Auli, David Grangier, Denis Yarats, Yann Dauphin
- Computer Science
- ICML
- 8 May 2017
TLDR
Theano: A Python framework for fast computation of mathematical expressions
- Rami Al-Rfou, G. Alain, +109 authors Y. Zhang
- Mathematics, Computer Science
- ArXiv
- 9 May 2016
TLDR
Language Modeling with Gated Convolutional Networks
- Yann Dauphin, Angela Fan, M. Auli, David Grangier
- Computer Science
- ICML
- 23 December 2016
TLDR
Hierarchical Neural Story Generation
- Angela Fan, M. Lewis, Yann Dauphin
- Computer Science
- ACL
- 1 May 2018
TLDR
Identifying and attacking the saddle point problem in high-dimensional non-convex optimization
- Yann Dauphin, Razvan Pascanu, Çaglar Gülçehre, Kyunghyun Cho, S. Ganguli, Yoshua Bengio
- Computer Science, Mathematics
- NIPS
- 10 June 2014
TLDR
Parseval Networks: Improving Robustness to Adversarial Examples
- M. Cissé, P. Bojanowski, E. Grave, Yann Dauphin, Nicolas Usunier
- Mathematics, Computer Science
- ICML
- 28 April 2017
TLDR
Pay Less Attention with Lightweight and Dynamic Convolutions
- Felix Wu, Angela Fan, Alexei Baevski, Yann Dauphin, M. Auli
- Computer Science
- ICLR
- 29 January 2019
TLDR
Using Recurrent Neural Networks for Slot Filling in Spoken Language Understanding
- G. Mesnil, Yann Dauphin, +8 authors G. Zweig
- Computer Science
- IEEE/ACM Transactions on Audio, Speech, and…
- 1 March 2015
TLDR
Deal or No Deal? End-to-End Learning of Negotiation Dialogues
- M. Lewis, Denis Yarats, Yann Dauphin, D. Parikh, Dhruv Batra
- Computer Science
- EMNLP
- 1 June 2017
TLDR