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95 Results
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Spotlight
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Thu 11:55 |
Self-Normalizing Neural Networks Günter Klambauer · Thomas Unterthiner · Andreas Mayr · Sepp Hochreiter |
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Poster
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Wed 18:30 |
Spectrally-normalized margin bounds for neural networks Peter Bartlett · Dylan J Foster · Matus Telgarsky |
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Poster
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Mon 18:30 |
Neural Expectation Maximization Klaus Greff · Sjoerd van Steenkiste · Jürgen Schmidhuber |
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Oral
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Wed 10:35 |
Train longer, generalize better: closing the generalization gap in large batch training of neural networks Elad Hoffer · Itay Hubara · Daniel Soudry |
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Demonstration
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Tue 19:00 |
A cortical neural network simulator for kids Michiro Negishi |
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Spotlight
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Wed 11:50 |
Spectrally-normalized margin bounds for neural networks Peter Bartlett · Dylan J Foster · Matus Telgarsky |
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Spotlight
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Tue 15:35 |
On the Complexity of Learning Neural Networks Le Song · Santosh Vempala · John Wilmes · Bo Xie |
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Spotlight
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Thu 12:25 |
Maximizing Subset Accuracy with Recurrent Neural Networks in Multi-label Classification Jinseok Nam · Eneldo Loza Mencía · Hyunwoo J Kim · Johannes Fürnkranz |
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Spotlight
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Tue 17:05 |
Towards Accurate Binary Convolutional Neural Network Xiaofan Lin · Cong Zhao · Wei Pan |
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Poster
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Tue 18:30 |
Decoding with Value Networks for Neural Machine Translation Di He · Hanqing Lu · Yingce Xia · Tao Qin · Liwei Wang · Tie-Yan Liu |
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Spotlight
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Tue 15:25 |
Net-Trim: Convex Pruning of Deep Neural Networks with Performance Guarantee Alireza Aghasi · Afshin Abdi · Nam Nguyen · Justin Romberg |
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Poster
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Mon 18:30 |
Flexpoint: An Adaptive Numerical Format for Efficient Training of Deep Neural Networks Urs Köster · Tristan Webb · Xin Wang · Marcel Nassar · Arjun K Bansal · William Constable · Oguz Elibol · Stewart Hall · Luke Hornof · Amir Khosrowshahi · Carey Kloss · Ruby J Pai · Naveen Rao |