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31 Results
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Poster
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Wed 14:30 |
On the Relation Between the Sharpest Directions of DNN Loss and the SGD Step Length Stanislaw Jastrzebski · Zachary Kenton · Nicolas Ballas · Asja Fischer · Yoshua Bengio · Amos Storkey |
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Poster
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Wed 14:30 |
Regularized Learning for Domain Adaptation under Label Shifts Kamyar Azizzadenesheli · Anqi Liu · Fanny Yang · Anima Anandkumar |
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Poster
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Tue 14:30 |
On Computation and Generalization of Generative Adversarial Networks under Spectrum Control Haoming Jiang · Zhehui Chen · Minshuo Chen · Feng Liu · Dingding Wang · Tuo Zhao |
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Poster
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Wed 9:00 |
Automatically Composing Representation Transformations as a Means for Generalization Michael Chang · Abhishek Gupta · Sergey Levine · Thomas L Griffiths |
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Poster
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Tue 14:30 |
Structured Adversarial Attack: Towards General Implementation and Better Interpretability Kaidi Xu · Sijia Liu · Pu Zhao · Pin-Yu Chen · Huan Zhang · Quanfu Fan · Deniz Erdogmus · Yanzhi Wang · Xue Lin |
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Poster
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Wed 9:00 |
Universal Successor Features Approximators Diana Borsa · Andre Barreto · John Quan · Daniel J. Mankowitz · Hado van Hasselt · Remi Munos · David Silver · Tom Schaul |
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Poster
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Tue 14:30 |
Learning Robust Representations by Projecting Superficial Statistics Out Haohan Wang · Zexue He · Zachary Lipton · Eric P Xing |
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Poster
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Tue 9:00 |
Non-vacuous Generalization Bounds at the ImageNet Scale: a PAC-Bayesian Compression Approach Wenda Zhou · Victor Veitch · Morgane Austern · Ryan P Adams · Peter Orbanz |
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Poster
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Wed 14:30 |
An analytic theory of generalization dynamics and transfer learning in deep linear networks Andrew Lampinen · Surya Ganguli |
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Poster
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Wed 14:30 |
Systematic Generalization: What Is Required and Can It Be Learned? Dzmitry Bahdanau · Shikhar Murty · Mikhail Noukhovitch · Thien H Nguyen · Harm de Vries · Aaron Courville |
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Poster
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Wed 9:00 |
An Empirical Study of Example Forgetting during Deep Neural Network Learning Mariya Toneva · Alessandro Sordoni · Remi Combes · Adam Trischler · Yoshua Bengio · Geoffrey Gordon |
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Poster
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Thu 9:00 |
Generalized Tensor Models for Recurrent Neural Networks Valentin Khrulkov · Oleksii Hrinchuk · Ivan Oseledets |