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712 Results
Poster
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Thu 10:45 |
E2-Train: Training State-of-the-art CNNs with Over 80% Less Energy Ziyu Jiang · Yue Wang · Xiaohan Chen · Pengfei Xu · Yang Zhao · Yingyan Lin · Zhangyang Wang |
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Poster
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Thu 10:45 |
Backprop with Approximate Activations for Memory-efficient Network Training Ayan Chakrabarti · Benjamin Moseley |
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Poster
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Thu 10:45 |
Invert to Learn to Invert Patrick Putzky · Max Welling |
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Poster
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Tue 17:30 |
Tight Sample Complexity of Learning One-hidden-layer Convolutional Neural Networks Yuan Cao · Quanquan Gu |
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Poster
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Thu 10:45 |
A Graph Theoretic Framework of Recomputation Algorithms for Memory-Efficient Backpropagation Mitsuru Kusumoto · Takuya Inoue · Gentaro Watanabe · Takuya Akiba · Masanori Koyama |
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Poster
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Tue 10:45 |
MetaQuant: Learning to Quantize by Learning to Penetrate Non-differentiable Quantization Shangyu Chen · Wenya Wang · Sinno Jialin Pan |
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Poster
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Wed 17:00 |
Catastrophic Forgetting Meets Negative Transfer: Batch Spectral Shrinkage for Safe Transfer Learning Xinyang Chen · Sinan Wang · Bo Fu · Mingsheng Long · Jianmin Wang |
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Poster
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Thu 17:00 |
Communication-Efficient Distributed Blockwise Momentum SGD with Error-Feedback Shuai Zheng · Ziyue Huang · James Kwok |
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Poster
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Tue 10:45 |
Root Mean Square Layer Normalization Biao Zhang · Rico Sennrich |
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Poster
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Tue 10:45 |
Channel Gating Neural Networks Weizhe Hua · Yuan Zhou · Christopher De Sa · Zhiru Zhang · G. Edward Suh |
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Poster
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Wed 10:45 |
Focused Quantization for Sparse CNNs Yiren Zhao · Xitong Gao · Daniel Bates · Robert Mullins · Cheng-Zhong Xu |
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Poster
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Wed 17:00 |
Fast and Accurate Stochastic Gradient Estimation Beidi Chen · Yingchen Xu · Anshumali Shrivastava |