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114 Results
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Oral
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Tue 13:15 |
Slalom: Fast, Verifiable and Private Execution of Neural Networks in Trusted Hardware Florian Tramer · Dan Boneh |
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Poster
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Thu 9:00 |
Discovery of Natural Language Concepts in Individual Units of CNNs Seil Na · Yo Joong Choe · Dong-Hyun Lee · Gunhee Kim |
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Poster
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Wed 14:30 |
Double Viterbi: Weight Encoding for High Compression Ratio and Fast On-Chip Reconstruction for Deep Neural Network Daehyun Ahn · Dongsoo Lee · Taesu Kim · Jae-Joon Kim |
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Oral
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Mon 13:45 |
The Lottery Ticket Hypothesis: Finding Sparse, Trainable Neural Networks Jonathan Frankle · Michael Carbin |
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Poster
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Thu 9:00 |
A Generative Model For Electron Paths John Bradshaw · Matt Kusner · Brooks Paige · Marwin Segler · José Miguel Hernández Lobato |
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Poster
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Tue 14:30 |
INVASE: Instance-wise Variable Selection using Neural Networks Jinsung Yoon · James Jordon · Mihaela Schaar |
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Poster
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Tue 14:30 |
Towards the first adversarially robust neural network model on MNIST Lukas Schott · Jonas Rauber · Matthias Bethge · Wieland Brendel |
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Poster
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Tue 14:30 |
Deep reinforcement learning with relational inductive biases Vinicius Zambaldi · David Raposo · Adam Santoro · Victor Bapst · Yujia Li · Igor Babuschkin · Karl Tuyls · David P Reichert · Timothy Lillicrap · Edward Lockhart · Murray Shanahan · Victoria Langston · Razvan Pascanu · Matthew Botvinick · Oriol Vinyals · Peter Battaglia |
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Oral
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Thu 8:30 |
Ordered Neurons: Integrating Tree Structures into Recurrent Neural Networks Yikang Shen · Shawn Tan · Alessandro Sordoni · Aaron Courville |
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Poster
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Thu 9:00 |
Neural Speed Reading with Structural-Jump-LSTM Christian Hansen · Casper Hansen · Stephen Alstrup · Jakob Simonsen · Christina Lioma |
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Poster
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Thu 9:00 |
Pay Less Attention with Lightweight and Dynamic Convolutions Felix Wu · Angela Fan · Alexei Baevski · Yann Dauphin · Michael Auli |
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Poster
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Tue 14:30 |
ProxylessNAS: Direct Neural Architecture Search on Target Task and Hardware Han Cai · Ligeng Zhu · Song Han |