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65 Results
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Poster
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Thu 9:00 |
Learning Recurrent Binary/Ternary Weights Arash Ardakani · Zhengyun Ji · Sean Smithson · Brett Meyer · Warren Gross |
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Poster
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Wed 14:30 |
Deep Frank-Wolfe For Neural Network Optimization Leonard Berrada · Andrew Zisserman · M. Pawan Kumar |
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Poster
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Tue 14:30 |
A Direct Approach to Robust Deep Learning Using Adversarial Networks huaxia wang · Chun-Nam Yu |
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Poster
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Wed 14:30 |
Critical Learning Periods in Deep Networks Alessandro Achille · Matteo Rovere · Stefano Soatto |
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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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Wed 9:00 |
A comprehensive, application-oriented study of catastrophic forgetting in DNNs Benedikt Pfülb · Alexander RT Gepperth |
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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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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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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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Tue 9:00 |
Minimal Images in Deep Neural Networks: Fragile Object Recognition in Natural Images Sanjana Srivastava · Guy Ben-Yosef · Xavier Boix |
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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 |