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30 Results
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Poster
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Wed 9:00 |
ProMP: Proximal Meta-Policy Search Jonas Rothfuss · Dennis Lee · Ignasi Clavera · Tamim Asfour · Pieter Abbeel |
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Poster
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Thu 9:00 |
Learning to Adapt in Dynamic, Real-World Environments through Meta-Reinforcement Learning Anusha Nagabandi · Ignasi Clavera · Simin Liu · Ronald Fearing · Pieter Abbeel · Sergey Levine · Chelsea Finn |
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Poster
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Wed 9:00 |
Learning to Learn with Conditional Class Dependencies Xiang Jiang · Seyed Mohammad Havaei · Farshid Varno · Gabriel Chartrand · Nicolas Chapados · Stan Matwin |
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Poster
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Wed 9:00 |
How to train your MAML Antreas Antoniou · Harrison Edwards · Amos Storkey |
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Poster
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Wed 9:00 |
Unsupervised Learning via Meta-Learning Kyle Hsu · Sergey Levine · Chelsea Finn |
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Poster
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Wed 9:00 |
A Closer Look at Few-shot Classification Wei-Yu Chen · Yen-Cheng Liu · Zsolt Kira · Yu-Chiang Frank Wang · Jia-Bin Huang |
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Poster
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Thu 14:30 |
Amortized Bayesian Meta-Learning Sachin Ravi · Alex Beatson |
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Poster
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Wed 9:00 |
LEARNING TO PROPAGATE LABELS: TRANSDUCTIVE PROPAGATION NETWORK FOR FEW-SHOT LEARNING Yanbin Liu · Juho Lee · Minseop Park · Saehoon Kim · Eunho Yang · Sung Ju Hwang · Yi Yang |
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Poster
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Thu 9:00 |
Backpropamine: training self-modifying neural networks with differentiable neuromodulated plasticity Thomas Miconi · Aditya Rawal · Jeff Clune · Kenneth O. Stanley |
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Poster
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Thu 9:00 |
Guiding Policies with Language via Meta-Learning John Co-Reyes · Abhishek Gupta · Suvansh Q Sanjeev · Nicholas Altieri · Jacob Andreas · John DeNero · Pieter Abbeel · Sergey Levine |
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Poster
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Wed 9:00 |
Meta-Learning Probabilistic Inference for Prediction Jonathan Gordon · John Bronskill · Matthias Bauer · Sebastian Nowozin · Richard E Turner |
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Oral
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Thu 13:15 |
Meta-Learning Update Rules for Unsupervised Representation Learning Luke Metz · Niru Maheswaranathan · Brian Cheung · Jascha Sohl-Dickstein |