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Poster
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Wed 17:00 |
Beyond Fully-Connected Layers with Quaternions: Parameterization of Hypercomplex Multiplications with $1/n$ Parameters Aston Zhang · Yi Tay · Shuai Zhang · Alvin Chan · Anh Tuan Luu · Siu Hui · Jie Fu |
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Spotlight
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Thu 0:45 |
Beyond Fully-Connected Layers with Quaternions: Parameterization of Hypercomplex Multiplications with $1/n$ Parameters Aston Zhang · Yi Tay · Shuai Zhang · Alvin Chan · Anh Tuan Luu · Siu Hui · Jie Fu |
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Oral
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Thu 11:45 |
Why Are Convolutional Nets More Sample-Efficient than Fully-Connected Nets? Zhiyuan Li · Yi Zhang · Sanjeev Arora |
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Poster
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Tue 1:00 |
Computational Separation Between Convolutional and Fully-Connected Networks Eran Malach · Shai Shalev-Shwartz |
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Poster
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Tue 17:00 |
Why Are Convolutional Nets More Sample-Efficient than Fully-Connected Nets? Zhiyuan Li · Yi Zhang · Sanjeev Arora |