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118 Results
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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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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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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 |
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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Wed 14:30 |
Deterministic PAC-Bayesian generalization bounds for deep networks via generalizing noise-resilience Vaishnavh Nagarajan · Zico Kolter |
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Poster
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Thu 14:30 |
Variational Bayesian Phylogenetic Inference Cheng Zhang · Frederick A Matsen |
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Poster
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Tue 9:00 |
Deep Convolutional Networks as shallow Gaussian Processes Adrià Garriga-Alonso · Carl Edward Rasmussen · Laurence Aitchison |
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Poster
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Tue 9:00 |
ProbGAN: Towards Probabilistic GAN with Theoretical Guarantees Hao He · Hao Wang · Guang-He Lee · Yonglong Tian |
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Poster
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Tue 14:30 |
Learning Latent Superstructures in Variational Autoencoders for Deep Multidimensional Clustering Xiaopeng Li · Zhourong Chen · Leonard Poon · Nevin Zhang |