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In recent years, deep learning has made tremendous progress in a number of fields that were previously out of reach for artificial intelligence.
“Artificial Intelligence: Connectionist and Symbolic Approaches”, 2000
R. Sun · 2000
Earlier work this paper cites.
“ImageNet: A Large-Scale Hierarchical Image Database”
J. Deng, W. Dong and R. Socher · 2009
Earlier work this paper cites.
“Automated String Processing in Spreadsheets using Input-Output Examples”
S. Gulwani · 2011
Earlier work this paper cites.
“Neural Turing Machines”, 2014
A. Graves, G. Wayne and I. Danihelka · 2014
Earlier work this paper cites.
“GloVe: Global Vectors for Word Representation”, 2014
J. Pennington, R. Socher and C. Manning · 2014
Earlier work this paper cites.
“VQA: Visual Question Answering”, 2015
A. Agarwal and J. Lu · 2015
Earlier work this paper cites.
“Neural Machine Translation by Jointly Learning to Align and Translate”
D. Bahdanau, K. Cho and Y. Bengio · 2015
Earlier work this paper cites.
“Explaining and Harnessing Adversarial Examples”
I. Goodfellow, J. Shlens and C. Szegedy · 2015
Earlier work this paper cites.
“Pointer Networks”
O. Vinyals, M. Fortunato and N. Jaitly · 2015
Earlier work this paper cites.
“Building a Semantic Parser Overnight”
Y. Wwang, J. Berant and P. Liang · 2015
Earlier work this paper cites.
“Learning Efficient Algorithms with Hierarchical Attentive Memory”, 2016
M. Andrychowicz and K. Kurach · 2016
Earlier work this paper cites.
“Sampling for Bayesian Program Learning”
K. Ellis, A. Solar-Lezama and J. Tenenbaum · 2016
Cited alongside, same era.
“TerpreT: A Probabilistic Programming Language for Program Induction”, 2016
A. Gaunt and M. Brockschmidt · 2016
Cited alongside, same era.
“Hybrid Computing Using a Neural Network with Dynamic External Memory”, 2016
A. Graves and G. Wayne · 2016
Cited alongside, same era.
“Neural GPUs Learn Algorithms”
L. Kaiser and I. Sutskever · 2016
Cited alongside, same era.
“Neural Random-Access Machines”
K. Kurach, M. Andrychowicz and I. Sutskever · 2016
Cited alongside, same era.
“Neural Programmer: Inducing Latent Programs with Gradient Descent”
A. Neelakantan, Q. Le and I. Sutskever · 2016
Cited alongside, same era.
“Learning Combinatorial Optimization Algorithms over Graphs”
H. Dai and E. Khalil · 2017
Later among the works it cites.
“RobustFill: Neural Program Learning Under Noisy I/O”
J. Devlin and J. Uesato · 2017
Later among the works it cites.
“Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks”
C. Finn, P. Abbeel and S. Levine · 2017
Later among the works it cites.
“Structured Attention Networks”
Y. Kim and C. Denton · 2017
Later among the works it cites.
“Neural Program Lattices”
C. Li and D. Tarlow · 2017
Later among the works it cites.
“Neuro-Symbolic Program Synthesis”, 2017
E. Parisotto and A. Mohamed · 2017
Later among the works it cites.
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Cited alongside, same era.
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S. Reed and N. de Freitas · 2016
Cited alongside, same era.
“Towards Synthesizing Complex Programs From Input-Output Examples”, 2017
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Cited alongside, same era.
“Deepcoder: Learning to Write Programs”
M. Balog and A. Gaunt · 2017
Cited alongside, same era.
“Making Neural Programming Architectures Generalize via Recursion”
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Cited alongside, same era.
“Abstract Syntax Networks for Code Generation and Semantic Parsing”
M. Rabinovich, M. Stern and D. Klein · 2017
Later among the works it cites.
“Intrinsic Motivation and Automatic Curricula via Asymmetric Self-Play”, 2017
S. Sukhbhaatar and Z. Lin · 2017
Later among the works it cites.
“Seq2SQL: Generating Structured Queries from Natural Language using Reinforcement Learning”, 2017
V. Zhong, C. Xiong and R. Socher · 2017
Later among the works it cites.
“Neural Architecture Search with Reinforcement Learning”
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Later among the works it cites.