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24 Results
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Poster
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Thu 7:45 |
MetaReg: Towards Domain Generalization using Meta-Regularization Yogesh Balaji · Swami Sankaranarayanan · Rama Chellappa |
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Spotlight
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Tue 12:40 |
Bayesian Model-Agnostic Meta-Learning Jaesik Yoon · Taesup Kim · Ousmane Dia · Sungwoong Kim · Yoshua Bengio · Sungjin Ahn |
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Poster
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Tue 14:00 |
Evolved Policy Gradients Rein Houthooft · Yuhua Chen · Phillip Isola · Bradly Stadie · Filip Wolski · OpenAI Jonathan Ho · Pieter Abbeel |
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Workshop
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Sat 5:00 |
NIPS 2018 Workshop on Meta-Learning Joaquin Vanschoren · Frank Hutter · Sachin Ravi · Jane Wang · Erin Grant |
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Poster
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Tue 7:45 |
Evolutionary Stochastic Gradient Descent for Optimization of Deep Neural Networks Xiaodong Cui · Wei Zhang · Zoltán Tüske · Michael Picheny |
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Poster
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Thu 7:45 |
BRUNO: A Deep Recurrent Model for Exchangeable Data Iryna Korshunova · Jonas Degrave · Ferenc Huszar · Yarin Gal · Arthur Gretton · Joni Dambre |
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Workshop
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Sat 10:30 |
Meta-Learning to Follow Instructions, Examples, and Demonstrations Sergey Levine |
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Poster
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Wed 14:00 |
Online Robust Policy Learning in the Presence of Unknown Adversaries Aaron Havens · Zhanhong Jiang · Soumik Sarkar |
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Poster
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Wed 14:00 |
Meta-Reinforcement Learning of Structured Exploration Strategies Abhishek Gupta · Russell Mendonca · YuXuan Liu · Pieter Abbeel · Sergey Levine |
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Poster
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Wed 7:45 |
MetaGAN: An Adversarial Approach to Few-Shot Learning Ruixiang ZHANG · Tong Che · Zoubin Ghahramani · Yoshua Bengio · Yangqiu Song |
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Poster
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Tue 7:45 |
The Importance of Sampling inMeta-Reinforcement Learning Bradly Stadie · Ge Yang · Rein Houthooft · Peter Chen · Yan Duan · Yuhuai Wu · Pieter Abbeel · Ilya Sutskever |
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Poster
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Thu 14:00 |
Diverse Ensemble Evolution: Curriculum Data-Model Marriage Tianyi Zhou · Shengjie Wang · Jeffrey A Bilmes |