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118 Results
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Poster
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Mon 18:30 |
Learning to Prune Deep Neural Networks via Layer-wise Optimal Brain Surgeon Xin Dong · Shangyu Chen · Sinno Pan |
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Poster
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Tue 18:30 |
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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Tue 18:30 |
Active Bias: Training More Accurate Neural Networks by Emphasizing High Variance Samples Haw-Shiuan Chang · Erik Learned-Miller · Andrew McCallum |
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Poster
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Tue 18:30 |
Streaming Weak Submodularity: Interpreting Neural Networks on the Fly Ethan Elenberg · Alex Dimakis · Moran Feldman · Amin Karbasi |
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Poster
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Wed 18:30 |
The Numerics of GANs Lars Mescheder · Sebastian Nowozin · Andreas Geiger |
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Poster
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Wed 18:30 |
Self-Normalizing Neural Networks Günter Klambauer · Thomas Unterthiner · Andreas Mayr · Sepp Hochreiter |
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Poster
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Wed 18:30 |
Balancing information exposure in social networks Kiran Garimella · Aristides Gionis · Nikos Parotsidis · Nikolaj Tatti |
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Poster
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Mon 18:30 |
Learning ReLUs via Gradient Descent Mahdi Soltanolkotabi |
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Poster
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Tue 18:30 |
Preventing Gradient Explosions in Gated Recurrent Units Sekitoshi Kanai · Yasuhiro Fujiwara · Sotetsu Iwamura |
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Poster
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Mon 18:30 |
Gated Recurrent Convolution Neural Network for OCR Jianfeng Wang · Xiaolin Hu |
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Workshop
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Sat 17:00 |
Daniel Roy - Deep Neural Networks: From Flat Minima to Numerically Nonvacuous Generalization Bounds via PAC-Bayes Daniel Roy |
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Workshop
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Fri 13:30 |
Polyphonic piano transcription using deep neural networks Douglas Eck |