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bibliography.bib
......@@ -610,7 +610,7 @@ new
}
@inproceedings{vaswani2017attention,
title={Attention is All You Need},
author={Ashish {Vaswani} and Noam {Shazeer} and Niki {Parmar} and Jakob {Uszkoreit} and Llion {Jones} and Aidan N. {Gomez} and Lukasz {Kaiser} and Illia {Polosukhin}},
author={Ashish {Vaswani} and Noam {Shazeer} and Niki {Parmar} and Jakob {Uszkoreit} and Llion {Jones} and Aidan {Gomez} and Lukasz {Kaiser} and Illia {Polosukhin}},
publisher={International Conference on Neural Information Processing},
pages={5998--6008},
year={2017}
......@@ -4237,8 +4237,8 @@ author = {Yoshua Bengio and
Tong Xiao and
Jingbo Zhu and
Changliang Li and
Derek F. Wong and
Lidia S. Chao},
Derek Wong and
Lidia Chao},
title = {Learning Deep Transformer Models for Machine Translation},
pages = {1810--1822},
publisher = {Annual Meeting of the Association for Computational Linguistics},
......@@ -4429,9 +4429,9 @@ author = {Yoshua Bengio and
}
@inproceedings{Yang2017TowardsBH,
author = {Baosong Yang and
Derek F. Wong and
Derek Wong and
Tong Xiao and
Lidia S. Chao and
Lidia Chao and
Jingbo Zhu},
title = {Towards Bidirectional Hierarchical Representations for Attention-based
Neural Machine Translation},
......@@ -4479,8 +4479,8 @@ author = {Yoshua Bengio and
author = {Zihang Dai and
Zhilin Yang and
Yiming Yang and
Jaime G. Carbonell and
Quoc V. Le and
Jaime Carbonell and
Quoc Le and
Ruslan Salakhutdinov},
title = {Transformer-XL: Attentive Language Models Beyond a Fixed-Length Context},
publisher = {Annual Meeting of the Association for Computational Linguistics},
......@@ -4592,7 +4592,7 @@ author = {Yoshua Bengio and
}
@inproceedings{kim-rush-2016-sequence,
author = {Yoon Kim and
Alexander M. Rush},
Alexander Rush},
title = {Sequence-Level Knowledge Distillation},
pages = {1317--1327},
publisher = {Conference on Empirical Methods in Natural Language Processing},
......@@ -4612,7 +4612,7 @@ author = {Yoshua Bengio and
Ankur Bapna and
Melvin Johnson and
Wolfgang Macherey and
George F. Foster and
George Foster and
Llion Jones and
Mike Schuster and
Noam Shazeer and
......@@ -4987,7 +4987,7 @@ author = {Yoshua Bengio and
author = {Felix Wu and
Angela Fan and
Alexei Baevski and
Yann N. Dauphin and
Yann Dauphin and
Michael Auli},
title = {Pay Less Attention with Lightweight and Dynamic Convolutions},
publisher = {International Conference on Learning Representations},
......@@ -5281,9 +5281,9 @@ author = {Yoshua Bengio and
@inproceedings{Yang2018ModelingLF,
author = {Baosong Yang and
Zhaopeng Tu and
Derek F. Wong and
Derek Wong and
Fandong Meng and
Lidia S. Chao and
Lidia Chao and
Tong Zhang},
title = {Modeling Localness for Self-Attention Networks},
pages = {4449--4458},
......@@ -5360,7 +5360,7 @@ author = {Yoshua Bengio and
Samy Bengio and
Eugene Brevdo and
Fran{\c{c}}ois Chollet and
Aidan N. Gomez and
Aidan Gomez and
Stephan Gouws and
Llion Jones and
Lukasz Kaiser and
......@@ -5450,7 +5450,7 @@ author = {Yoshua Bengio and
}
@inproceedings{DBLP:conf/sp/Carlini017,
author = {Nicholas Carlini and
David A. Wagner},
David Wagner},
title = {Towards Evaluating the Robustness of Neural Networks},
pages = {39--57},
publisher = {IEEE Symposium on Security and Privacy},
......@@ -5497,7 +5497,7 @@ author = {Yoshua Bengio and
year = {2014}
}
@inproceedings{DBLP:journals/corr/GoodfellowSS14,
author = {Ian J. Goodfellow and
author = {Ian Goodfellow and
Jonathon Shlens and
Christian Szegedy},
title = {Explaining and Harnessing Adversarial Examples},
......@@ -5525,7 +5525,7 @@ author = {Yoshua Bengio and
@inproceedings{DBLP:conf/naacl/YasunagaKR18,
author = {Michihiro Yasunaga and
Jungo Kasai and
Dragomir R. Radev},
Dragomir Radev},
title = {Robust Multilingual Part-of-Speech Tagging via Adversarial Training},
pages = {976--986},
publisher = {Annual Conference of the North American Chapter of the Association for Computational Linguistics},
......@@ -5569,7 +5569,7 @@ author = {Yoshua Bengio and
@inproceedings{DBLP:conf/naacl/AnastasopoulosL19,
author = {Antonios Anastasopoulos and
Alison Lui and
Toan Q. Nguyen and
Toan Nguyen and
David Chiang},
title = {Neural Machine Translation of Text from Non-Native Speakers},
pages = {3070--3080},
......@@ -5645,11 +5645,11 @@ author = {Yoshua Bengio and
publisher = {Annual Meeting of the Association for Computational Linguistics},
year = {2019}
}
@techreport{chen1999gaussian,
@inproceedings{chen1999gaussian,
title={A Gaussian prior for smoothing maximum entropy models},
author={Chen, Stanley F and Rosenfeld, Ronald},
author={Chen, Stanley and Rosenfeld, Ronald},
year={1999},
institution={CARNEGIE-MELLON UNIV PITTSBURGH PA SCHOOL OF COMPUTER SCIENCE}
publisher={CARNEGIE-MELLON UNIV PITTSBURGH PA SCHOOL OF COMPUTER SCIENCE}
}
@inproceedings{DBLP:conf/emnlp/MichelN18,
author = {Paul Michel and
......@@ -5758,7 +5758,7 @@ author = {Yoshua Bengio and
@inproceedings{DBLP:conf/aclnmt/ChenCFL17,
author = {Boxing Chen and
Colin Cherry and
George F. Foster and
George Foster and
Samuel Larkin},
title = {Cost Weighting for Neural Machine Translation Domain Adaptation},
pages = {40--46},
......@@ -6263,7 +6263,7 @@ author = {Yoshua Bengio and
@inproceedings{DBLP:conf/acl/ZhouYWWC20,
author = {Yikai Zhou and
Baosong Yang and
Derek F. Wong and
Derek Wong and
Yu Wan and
Lidia S. Chao},
title = {Uncertainty-Aware Curriculum Learning for Neural Machine Translation},
......@@ -6324,7 +6324,7 @@ author = {Yoshua Bengio and
}
@inproceedings{rusu2016progressive,
title={Progressive neural networks},
author={Rusu, Andrei A and Rabinowitz, Neil C and Desjardins, Guillaume and Soyer, Hubert and Kirkpatrick, James and Kavukcuoglu, Koray and Pascanu, Razvan and Hadsell, Raia},
author={Rusu, Andrei and Rabinowitz, Neil and Desjardins, Guillaume and Soyer, Hubert and Kirkpatrick, James and Kavukcuoglu, Koray and Pascanu, Razvan and Hadsell, Raia},
publisher={arXiv preprint arXiv:1606.04671},
year={2016}
}
......@@ -6334,7 +6334,7 @@ author = {Yoshua Bengio and
Charles Blundell and
Yori Zwols and
David Ha and
Andrei A. Rusu and
Andrei Rusu and
Alexander Pritzel and
Daan Wierstra},
title = {PathNet: Evolution Channels Gradient Descent in Super Neural Networks},
......@@ -6374,8 +6374,8 @@ author = {Yoshua Bengio and
year = {2017}
}
@inproceedings{DBLP:conf/eccv/CastroMGSA18,
author = {Francisco M. Castro and
Manuel J. Mar{\'{\i}}n-Jim{\'{e}}nez and
author = {Francisco Castro and
Manuel Mar{\'{\i}}n-Jim{\'{e}}nez and
Nicol{\'{a}}s Guil and
Cordelia Schmid and
Karteek Alahari},
......@@ -6440,14 +6440,14 @@ author = {Yoshua Bengio and
}
@book{sutton2018reinforcement,
title={Reinforcement learning: An introduction},
author={Richard S. Sutton and Andrew G. Barto},
author={Richard Sutton and Andrew Barto},
year={2018},
publisher={MIT press}
}
@inproceedings{DBLP:journals/nature/SilverHMGSDSAPL16,
author = {David Silver and
Aja Huang and
Chris J. Maddison and
Chris Maddison and
Arthur Guez and
Laurent Sifre and
George van den Driessche and
......@@ -6460,7 +6460,7 @@ author = {Yoshua Bengio and
John Nham and
Nal Kalchbrenner and
Ilya Sutskever and
Timothy P. Lillicrap and
Timothy Lillicrap and
Madeleine Leach and
Koray Kavukcuoglu and
Thore Graepel and
......@@ -6485,9 +6485,9 @@ author = {Yoshua Bengio and
year = {2016}
}
@inproceedings{DBLP:conf/icml/NgHR99,
author = {Andrew Y. Ng and
author = {Andrew Ng and
Daishi Harada and
Stuart J. Russell},
Stuart Russell},
title = {Policy Invariance Under Reward Transformations: Theory and Application
to Reward Shaping},
pages = {278--287},
......@@ -6510,7 +6510,7 @@ author = {Yoshua Bengio and
@inproceedings{DBLP:journals/nature/LeCunBH15,
author = {Yann LeCun and
Yoshua Bengio and
Geoffrey E. Hinton},
Geoffrey Hinton},
title = {Deep learning},
publisher = {Nature},
volume = {521},
......@@ -6519,7 +6519,7 @@ author = {Yoshua Bengio and
year = {2015}
}
@inproceedings{DBLP:journals/corr/abs-1207-0580,
author = {Geoffrey E. Hinton and
author = {Geoffrey Hinton and
Nitish Srivastava and
Alex Krizhevsky and
Ilya Sutskever and
......@@ -6531,7 +6531,7 @@ author = {Yoshua Bengio and
}
@inproceedings{DBLP:journals/tslp/ZhuM12,
author = {Jingbo Zhu and
Matthew Y. Ma},
Matthew Ma},
title = {Uncertainty-based active learning with instability estimation for
text classification},
publisher = {ACM Transactions on Speech and Language Processing},
......@@ -6611,7 +6611,7 @@ author = {Yoshua Bengio and
@inproceedings{DBLP:conf/iccv/TrikiABT17,
author = {Amal Rannen Triki and
Rahaf Aljundi and
Matthew B. Blaschko and
Matthew Blaschko and
Tinne Tuytelaars},
title = {Encoder Based Lifelong Learning},
pages = {1329--1337},
......@@ -6669,7 +6669,7 @@ author = {Yoshua Bengio and
}
@inproceedings{DBLP:journals/jmlr/RossGB11,
author = {St{\'{e}}phane Ross and
Geoffrey J. Gordon and
Geoffrey Gordon and
Drew Bagnell},
title = {A Reduction of Imitation Learning and Structured Prediction to No-Regret
Online Learning},
......@@ -6954,7 +6954,7 @@ author = {Yoshua Bengio and
Yoon Kim and
Yuntian Deng and
Jean Senellart and
Alexander M. Rush},
Alexander Rush},
title = {OpenNMT: Open-Source Toolkit for Neural Machine Translation},
pages = {67--72},
publisher = {Annual Meeting of the Association for Computational Linguistics},
......@@ -7707,7 +7707,7 @@ author = {Zhuang Liu and
}
@inproceedings{DBLP:journals/corr/abs-2006-04768,
author = {Sinong Wang and
Belinda Z. Li and
Belinda Li and
Madian Khabsa and
Han Fang and
Hao Ma},
......@@ -7755,7 +7755,7 @@ author = {Zhuang Liu and
Nikolaos Pappas and
Hao Peng and
James Cross and
Noah A. Smith},
Noah Smith},
title = {Deep Encoder, Shallow Decoder: Reevaluating the Speed-Quality Tradeoff
in Machine Translation},
publisher = {CoRR},
......@@ -7867,7 +7867,7 @@ author = {Zhuang Liu and
}
@inproceedings{Gage1994ANA,
title={A new algorithm for data compression},
author={P. Gage},
author={Philip Gage},
publisher={The C Users Journal archive},
year={1994},
volume={12},
......@@ -8030,7 +8030,7 @@ author = {Zhuang Liu and
author = {David Balduzzi and
Marcus Frean and
Lennox Leary and
J. P. Lewis and
JP Lewis and
Kurt Wan-Duo Ma and
Brian McWilliams},
title = {The Shattered Gradients Problem: If resnets are the answer, then what
......@@ -8051,8 +8051,8 @@ author = {Zhuang Liu and
year = {2019}
}
@inproceedings{DBLP:conf/icml/DuLL0Z19,
author = {Simon S. Du and
Jason D. Lee and
author = {Simon Du and
Jason Lee and
Haochuan Li and
Liwei Wang and
Xiyu Zhai},
......@@ -8081,7 +8081,7 @@ author = {Zhuang Liu and
}
@inproceedings{DBLP:conf/iclr/ZophL17,
author = {Barret Zoph and
Quoc V. Le},
Quoc Le},
title = {Neural Architecture Search with Reinforcement Learning},
publisher = {International Conference on Learning Representations},
year = {2017}
......@@ -8090,7 +8090,7 @@ author = {Zhuang Liu and
author = {Barret Zoph and
Vijay Vasudevan and
Jonathon Shlens and
Quoc V. Le},
Quoc Le},
title = {Learning Transferable Architectures for Scalable Image Recognition},
pages = {8697--8710},
publisher = {IEEE Conference on Computer Vision and Pattern Recognition},
......@@ -8098,13 +8098,13 @@ author = {Zhuang Liu and
}
@inproceedings{Real2019AgingEF,
title={Aging Evolution for Image Classifier Architecture Search},
author={Esteban Real and Alok Aggarwal and Yanping Huang and Quoc V. Le },
author={Esteban Real and Alok Aggarwal and Yanping Huang and Quoc Le },
publisher={AAAI Conference on Artificial Intelligence},
year={2019}
}
@inproceedings{DBLP:conf/icml/SoLL19,
author = {David R. So and
Quoc V. Le and
author = {David So and
Quoc Le and
Chen Liang},
title = {The Evolved Transformer},
volume = {97},
......@@ -8113,9 +8113,9 @@ author = {Zhuang Liu and
year = {2019}
}
@inproceedings{DBLP:conf/icga/MillerTH89,
author = {Geoffrey F. Miller and
Peter M. Todd and
Shailesh U. Hegde},
author = {Geoffrey Miller and
Peter Todd and
Shailesh Hegde},
title = {Designing Neural Networks using Genetic Algorithms},
pages = {379--384},
publisher = {International Conference on Genetic Algorithms},
......@@ -8130,7 +8130,7 @@ author = {Zhuang Liu and
}
@inproceedings{koza1991genetic,
title={Genetic generation of both the weights and architecture for a neural network},
author={Koza, John R and Rice, James P},
author={Koza, John and Rice, James },
publisher={international joint conference on neural networks},
volume={2},
pages={397--404},
......@@ -8145,7 +8145,7 @@ author = {Zhuang Liu and
year = {1990}
}
@inproceedings{DBLP:conf/nips/HarpSG89,
author = {Steven A. Harp and
author = {Steven Harp and
Tariq Samad and
Aloke Guha},
title = {Designing Application-Specific Neural Networks Using the Genetic Algorithm},
......@@ -8184,9 +8184,9 @@ author = {Zhuang Liu and
}
@inproceedings{DBLP:conf/icml/PhamGZLD18,
author = {Hieu Pham and
Melody Y. Guan and
Melody Guan and
Barret Zoph and
Quoc V. Le and
Quoc Le and
Jeff Dean},
title = {Efficient Neural Architecture Search via Parameter Sharing},
volume = {80},
......@@ -8247,7 +8247,7 @@ author = {Zhuang Liu and
Saurabh Saxena and
Yutaka Leon Suematsu and
Jie Tan and
Quoc V. Le and
Quoc Le and
Alexey Kurakin},
title = {Large-Scale Evolution of Image Classifiers},
volume = {70},
......@@ -8485,17 +8485,17 @@ author = {Zhuang Liu and
@inproceedings{DBLP:journals/corr/abs-2003-03384,
author = {Esteban Real and
Chen Liang and
David R. So and
Quoc V. Le},
David So and
Quoc Le},
title = {AutoML-Zero: Evolving Machine Learning Algorithms From Scratch},
publisher = {CoRR},
volume = {abs/2003.03384},
year = {2020}
}
@inproceedings{DBLP:journals/tnn/AngelineSP94,
author = {Peter J. Angeline and
Gregory M. Saunders and
Jordan B. Pollack},
author = {Peter Angeline and
Gregory Saunders and
Jordan Pollack},
title = {An evolutionary algorithm that constructs recurrent neural networks},
publisher = {IEEE Transactions on Neural Networks},
volume = {5},
......@@ -8505,7 +8505,7 @@ author = {Zhuang Liu and
}
@inproceedings{stanley2002evolving,
title={Evolving neural networks through augmenting topologies},
author={Stanley, Kenneth O and Miikkulainen, Risto},
author={Stanley, Kenneth and Miikkulainen, Risto},
publisher={Evolutionary computation},
volume={10},
number={2},
......@@ -8773,8 +8773,8 @@ author = {Zhuang Liu and
year = {2020}
}
@inproceedings{DBLP:journals/corr/abs-1806-01261,
author = {Peter W. Battaglia and
Jessica B. Hamrick and
author = {Peter Battaglia and
Jessica Hamrick and
Victor Bapst and
Alvaro Sanchez-Gonzalez and
Vin{\'{\i}}cius Flores Zambaldi and
......@@ -8785,11 +8785,11 @@ author = {Zhuang Liu and
Ryan Faulkner and
{\c{C}}aglar G{\"{u}}l{\c{c}}ehre and
H. Francis Song and
Andrew J. Ballard and
Andrew Ballard and
Justin Gilmer and
George E. Dahl and
George Dahl and
Ashish Vaswani and
Kelsey R. Allen and
Kelsey Allen and
Charles Nash and
Victoria Langston and
Chris Dyer and
......@@ -8863,7 +8863,7 @@ author = {Zhuang Liu and
}
@inproceedings{DBLP:conf/iclr/Alvarez-MelisJ17,
author = {David Alvarez-Melis and
Tommi S. Jaakkola},
Tommi Jaakkola},
title = {Tree-structured decoding with doubly-recurrent neural networks},
publisher = {International Conference on Learning Representations},
year = {2017}
......@@ -8872,7 +8872,7 @@ author = {Zhuang Liu and
author = {Chris Dyer and
Adhiguna Kuncoro and
Miguel Ballesteros and
Noah A. Smith},
Noah Smith},
title = {Recurrent Neural Network Grammars},
pages = {199--209},
publisher = {Annual Meeting of the Association for Computational Linguistics},
......@@ -8880,7 +8880,7 @@ author = {Zhuang Liu and
}
@inproceedings{DBLP:journals/corr/LuongLSVK15,
author = {Minh-Thang Luong and
Quoc V. Le and
Quoc Le and
Ilya Sutskever and
Oriol Vinyals and
Lukasz Kaiser},
......@@ -8946,7 +8946,7 @@ author = {Zhuang Liu and
}
@inproceedings{DBLP:conf/cvpr/XieGDTH17,
author = {Saining Xie and
Ross B. Girshick and
Ross Girshick and
Piotr Doll{\'{a}}r and
Zhuowen Tu and
Kaiming He},
......@@ -9029,7 +9029,7 @@ author = {Zhuang Liu and
year = {2020}
}
@inproceedings{DBLP:conf/iclr/LiuSPGSKS18,
author = {Peter J. Liu and
author = {Peter Liu and
Mohammad Saleh and
Etienne Pot and
Ben Goodrich and
......@@ -9156,7 +9156,7 @@ author = {Zhuang Liu and
author = {Jian Li and
Zhaopeng Tu and
Baosong Yang and
Michael R. Lyu and
Michael Lyu and
Tong Zhang},
title = {Multi-Head Attention with Disagreement Regularization},
pages = {2897--2903},
......@@ -9186,8 +9186,8 @@ author = {Zhuang Liu and
}
@inproceedings{DBLP:conf/nips/VeitWB16,
author = {Andreas Veit and
Michael J. Wilber and
Serge J. Belongie},
Michael Wilber and
Serge Belongie},
title = {Residual Networks Behave Like Ensembles of Relatively Shallow Networks},
publisher = {Annual Conference on Neural Information Processing Systems},
pages = {550--558},
......@@ -9207,7 +9207,7 @@ author = {Zhuang Liu and
author = {Gao Huang and
Zhuang Liu and
Laurens van der Maaten and
Kilian Q. Weinberger},
Kilian Weinberger},
title = {Densely Connected Convolutional Networks},
pages = {2261--2269},
publisher = {{IEEE} Conference on Computer Vision and Pattern Recognition},
......@@ -13177,7 +13177,7 @@ author = {Zhuang Liu and
@inproceedings{DBLP:conf/emnlp/NguyenDB17,
author = {Khanh Nguyen and
Hal Daum{\'{e}} III and
Jordan L. Boyd-Graber},
Jordan Boyd-Graber},
title = {Reinforcement Learning for Bandit Neural Machine Translation with
Simulated Human Feedback},
pages = {1464--1474},
......@@ -13582,7 +13582,7 @@ author = {Zhuang Liu and
}
@inproceedings{luong2016acl_hybrid,
author = {Minh-Thang Luong and
Christopher D. Manning},
Christopher Manning},
title = {Achieving Open Vocabulary Neural Machine Translation with Hybrid Word-Character
Models},
publisher = {Annual Meeting of the Association for Computational Linguistics},
......
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