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685 Results
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Poster
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Wed 1:00 |
Explainable Deep One-Class Classification Philipp Liznerski · Lukas Ruff · Robert A Vandermeulen · Billy J Franks · Marius Kloft · Klaus R Muller |
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Poster
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Mon 1:00 |
Meta-GMVAE: Mixture of Gaussian VAE for Unsupervised Meta-Learning Dong Bok Lee · Dongchan Min · Seanie Lee · Sung Ju Hwang |
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Workshop
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PsiPhi-Learning: Reinforcement Learning with Demonstrations using Successor Features and Inverse TD Learning Angelos Filos · Clare Lyle · Yarin Gal · Sergey Levine · Natasha Jaques · Gregory Farquhar |
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Spotlight
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Tue 13:28 |
Learning-based Support Estimation in Sublinear Time Talya Eden · Piotr Indyk · Shyam Narayanan · Ronitt Rubinfeld · Sandeep Silwal · Tal Wagner |
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Poster
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Mon 9:00 |
Unsupervised Meta-Learning through Latent-Space Interpolation in Generative Models Siavash Khodadadeh · Sharare Zehtabian · Saeed Vahidian · Weijia Wang · Bill Lin · Ladislau Boloni |
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Oral
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Wed 11:45 |
Evolving Reinforcement Learning Algorithms John Co-Reyes · Yingjie Miao · Daiyi Peng · Esteban Real · Quoc V Le · Sergey Levine · Honglak Lee · Aleksandra Faust |
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Poster
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Thu 1:00 |
Repurposing Pretrained Models for Robust Out-of-domain Few-Shot Learning Namyeong Kwon · Hwidong Na · Gabriel Huang · Simon Lacoste-Julien |
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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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Wed 9:00 |
HyperDynamics: Meta-Learning Object and Agent Dynamics with Hypernetworks Zhou Xian · Shamit Lal · Hsiao-Yu Tung · Anthony Platanios · Katerina Fragkiadaki |
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Poster
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Tue 17:00 |
Implicit Under-Parameterization Inhibits Data-Efficient Deep Reinforcement Learning Aviral Kumar · Rishabh Agarwal · Dibya Ghosh · Sergey Levine |
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Poster
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Mon 9:00 |
Learning with AMIGo: Adversarially Motivated Intrinsic Goals Andres Campero · Roberta Raileanu · Heinrich Kuttler · Joshua B Tenenbaum · Tim Rocktaeschel · Edward Grefenstette |
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Poster
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Mon 1:00 |
Randomized Ensembled Double Q-Learning: Learning Fast Without a Model Xinyue Chen · Che Wang · Zijian Zhou · Keith Ross |