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131 Results
Poster
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Tue 17:00 |
Generating Adversarial Computer Programs using Optimized Obfuscations Shashank Srikant · Sijia Liu · Tamara Mitrovska · Shiyu Chang · Quanfu Fan · Gaoyuan Zhang · Una-May O'Reilly |
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Poster
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Mon 9:00 |
Language-Agnostic Representation Learning of Source Code from Structure and Context Daniel Zügner · Tobias Kirschstein · Michele Catasta · Jure Leskovec · Stephan Günnemann |
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Thu 9:00 |
Machine Learning for Software Engineering |
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Poster
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Tue 17:00 |
Discovering Non-monotonic Autoregressive Orderings with Variational Inference Xuanlin Li · Brandon Trabucco · Dong Huk Park · Michael Luo · Sheng Shen · trevor darrell · Yang Gao |
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Poster
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Thu 9:00 |
Meta-Learning of Structured Task Distributions in Humans and Machines Sreejan Kumar · Ishita Dasgupta · Jonathan Cohen · Nathaniel Daw · Thomas L Griffiths |
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Poster
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Mon 1:00 |
Rapid Neural Architecture Search by Learning to Generate Graphs from Datasets Hayeon Lee · Eunyoung Hyung · Sung Ju Hwang |
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Oral
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Wed 3:30 |
Share or Not? Learning to Schedule Language-Specific Capacity for Multilingual Translation Biao Zhang · Ankur Bapna · Rico Sennrich · Orhan Firat |
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Poster
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Mon 9:00 |
Share or Not? Learning to Schedule Language-Specific Capacity for Multilingual Translation Biao Zhang · Ankur Bapna · Rico Sennrich · Orhan Firat |
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Poster
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Mon 17:00 |
DeLighT: Deep and Light-weight Transformer Sachin Mehta · Marjan Ghazvininejad · Srini Iyer · Luke Zettlemoyer · Hannaneh Hajishirzi |
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Spotlight
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Thu 13:40 |
BUSTLE: Bottom-Up Program Synthesis Through Learning-Guided Exploration Augustus Odena · Kensen Shi · David Bieber · Rishabh Singh · Charles Sutton · Hanjun Dai |
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Poster
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Mon 1:00 |
On Learning Universal Representations Across Languages Xiangpeng Wei · Rongxiang Weng · Yue Hu · Luxi Xing · Heng Yu · Weihua Luo |
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Poster
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Tue 17:00 |
BUSTLE: Bottom-Up Program Synthesis Through Learning-Guided Exploration Augustus Odena · Kensen Shi · David Bieber · Rishabh Singh · Charles Sutton · Hanjun Dai |