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203 Results
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Poster
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Mon 9:00 |
On the role of planning in model-based deep reinforcement learning Jessica Hamrick · Abram Friesen · Feryal Behbahani · Arthur Guez · Fabio Viola · Sims Witherspoon · Thomas Anthony · Lars Buesing · Petar Veličković · Theophane Weber |
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Poster
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Tue 1:00 |
Sample-Efficient Automated Deep Reinforcement Learning Jörg Franke · Gregor Koehler · André Biedenkapp · Frank Hutter |
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Poster
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Tue 17:00 |
Large Batch Simulation for Deep Reinforcement Learning Brennan Shacklett · Erik Wijmans · Aleksei Petrenko · Manolis Savva · Dhruv Batra · Vladlen Koltun · Kayvon Fatahalian |
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Poster
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Wed 9:00 |
You Only Need Adversarial Supervision for Semantic Image Synthesis Edgar Schoenfeld · Vadim Sushko · Dan Zhang · Juergen Gall · Bernt Schiele · Anna Khoreva |
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Poster
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Thu 9:00 |
Heating up decision boundaries: isocapacitory saturation, adversarial scenarios and generalization bounds Bogdan Georgiev · Lukas Franken · Mayukh Mukherjee |
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Poster
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Tue 9:00 |
Towards Faster and Stabilized GAN Training for High-fidelity Few-shot Image Synthesis Bingchen Liu · Yizhe Zhu · Kunpeng Song · Ahmed Elgammal |
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Poster
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Wed 9:00 |
Exploring the Uncertainty Properties of Neural Networks’ Implicit Priors in the Infinite-Width Limit Ben Adlam · Jaehoon Lee · Lechao Xiao · Jeffrey Pennington · Jasper Snoek |
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Oral
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Thu 4:20 |
Augmenting Physical Models with Deep Networks for Complex Dynamics Forecasting Yuan Yin · Vincent Le Guen · Jérémie DONA · Emmanuel d Bezenac · Ibrahim Ayed · Nicolas THOME · patrick gallinari |
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Poster
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Wed 1:00 |
Augmenting Physical Models with Deep Networks for Complex Dynamics Forecasting Yuan Yin · Vincent Le Guen · Jérémie DONA · Emmanuel d Bezenac · Ibrahim Ayed · Nicolas THOME · patrick gallinari |
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Poster
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Tue 17:00 |
How Neural Networks Extrapolate: From Feedforward to Graph Neural Networks Keyulu Xu · Mozhi Zhang · Jingling Li · Simon Du · Ken-Ichi Kawarabayashi · Stefanie Jegelka |
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Oral
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Mon 21:21 |
How Neural Networks Extrapolate: From Feedforward to Graph Neural Networks Keyulu Xu · Mozhi Zhang · Jingling Li · Simon Du · Ken-Ichi Kawarabayashi · Stefanie Jegelka |
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Oral
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Thu 3:00 |
What Matters for On-Policy Deep Actor-Critic Methods? A Large-Scale Study Marcin Andrychowicz · Anton Raichuk · Piotr Stanczyk · Manu Orsini · Sertan Girgin · Raphaël Marinier · Léonard Hussenot-Desenonges · Matthieu Geist · Olivier Pietquin · Marcin Michalski · Sylvain Gelly · Olivier Bachem |