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116 Results
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Poster
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Wed 14:30 |
An Empirical study of Binary Neural Networks' Optimisation Milad Alizadeh · Javier Fernandez-Marques · Nicholas Lane · Yarin Gal |
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Poster
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Thu 14:30 |
Neural Persistence: A Complexity Measure for Deep Neural Networks Using Algebraic Topology Bastian Rieck · Matteo Togninalli · Christian Bock · Michael Moor · Max Horn · Thomas Gumbsch · Karsten Borgwardt |
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Poster
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Tue 9:00 |
Deep Decoder: Concise Image Representations from Untrained Non-convolutional Networks Reinhard Heckel · Paul Hand |
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Poster
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Tue 14:30 |
Predict then Propagate: Graph Neural Networks meet Personalized PageRank Johannes Gasteiger · Aleksandar Bojchevski · Stephan Günnemann |
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Poster
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Tue 9:00 |
LanczosNet: Multi-Scale Deep Graph Convolutional Networks Renjie Liao · Zhizhen Zhao · Raquel Urtasun · Richard Zemel |
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Poster
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Tue 9:00 |
Dynamic Channel Pruning: Feature Boosting and Suppression Xitong Gao · Yiren Zhao · Łukasz Dudziak · Robert Mullins · Cheng-zhong Xu |
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Poster
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Wed 14:30 |
An analytic theory of generalization dynamics and transfer learning in deep linear networks Andrew Lampinen · Surya Ganguli |
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Poster
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Tue 14:30 |
Building Dynamic Knowledge Graphs from Text using Machine Reading Comprehension Rajarshi Das · Tsendsuren Munkhdalai · Eric Yuan · Adam Trischler · Andrew McCallum |