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148 Results
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Poster
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Wed 9:00 |
Neural Graph Evolution: Automatic Robot Design Tingwu Wang · Yuhao Zhou · Sanja Fidler · Jimmy Ba |
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Poster
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Wed 14:30 |
Adaptive Estimators Show Information Compression in Deep Neural Networks Ivan Chelombiev · Conor Houghton · Cian O'Donnell |
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Poster
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Wed 14:30 |
The role of over-parametrization in generalization of neural networks Behnam Neyshabur · Zhiyuan Li · Srinadh Bhojanapalli · Yann LeCun · Nathan Srebro |
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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 |
Evaluating Robustness of Neural Networks with Mixed Integer Programming Vincent Tjeng · Kai Xiao · Russ Tedrake |
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Poster
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Wed 14:30 |
A Convergence Analysis of Gradient Descent for Deep Linear Neural Networks Sanjeev Arora · Nadav Cohen · Noah Golowich · Wei Hu |
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Poster
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Wed 14:30 |
Slimmable Neural Networks Jiahui Yu · Linjie Yang · Ning Xu · Jianchao Yang · Thomas Huang |
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Poster
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Tue 14:30 |
ImageNet-trained CNNs are biased towards texture; increasing shape bias improves accuracy and robustness Robert Geirhos · Patricia Rubisch · Claudio Michaelis · Matthias Bethge · Felix Wichmann · Wieland Brendel |
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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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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 9:00 |
Multi-class classification without multi-class labels Yen-Chang Hsu · Zhaoyang Lv · Joel Schlosser · Phillip Odom · Zsolt Kira |
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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 |