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28 Results
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Poster
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Tue 9:00 |
Big-Little Net: An Efficient Multi-Scale Feature Representation for Visual and Speech Recognition Chun-Fu (Richard) Chen · Quanfu Fan · Neil Mallinar · Tom Sercu · Rogerio Feris |
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Poster
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Wed 14:30 |
Relaxed Quantization for Discretized Neural Networks Christos Louizos · Matthias Reisser · Tijmen Blankevoort · Efstratios Gavves · Max Welling |
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Poster
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Tue 14:30 |
Learnable Embedding Space for Efficient Neural Architecture Compression Shengcao Cao · Xiaofang Wang · Kris M Kitani |
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Poster
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Wed 9:00 |
Sample Efficient Adaptive Text-to-Speech Yutian Chen · Yannis M Assael · Brendan Shillingford · David Budden · Scott Reed · Heiga Zen · Quan Wang · Luis C. Cobo · Andrew Trask · Ben Laurie · Caglar Gulcehre · Aaron van den Oord · Oriol Vinyals · Nando de Freitas |
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Poster
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Thu 9:00 |
BabyAI: A Platform to Study the Sample Efficiency of Grounded Language Learning Maxime Chevalier-Boisvert · Dzmitry Bahdanau · Salem Lahlou · Lucas Willems · Chitwan Saharia · Thien H Nguyen · Yoshua Bengio |
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Poster
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Tue 9:00 |
A Unified Theory of Early Visual Representations from Retina to Cortex through Anatomically Constrained Deep CNNs Jack Lindsey · Samuel Ocko · Surya Ganguli · Stephane Deny |
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Poster
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Wed 9:00 |
Efficient Lifelong Learning with A-GEM Arslan Chaudhry · Marc'Aurelio Ranzato · Marcus Rohrbach · Mohamed Elhoseiny |
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Poster
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Tue 9:00 |
Spherical CNNs on Unstructured Grids Chiyu Jiang · Jingwei Huang · Karthik Kashinath · Mr Prabhat · Philip Marcus · Matthias Niessner |
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Poster
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Tue 14:30 |
Dynamic Sparse Graph for Efficient Deep Learning Liu Liu · Lei Deng · Xing Hu · Maohua Zhu · Guoqi Li · Yufei Ding · Yuan Xie |
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Workshop
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Mon 8:20 |
Efficient off-policy meta-reinforcement learning via probabilistic context variables Kate Rakelly · Aurick Zhou |
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Poster
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Tue 14:30 |
Sample Efficient Imitation Learning for Continuous Control Fumihiro Sasaki |
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Poster
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Thu 14:30 |
Efficient Augmentation via Data Subsampling Michael Kuchnik · Virginia Smith |