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Poster
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
Poster
Thu 10:45 Backprop with Approximate Activations for Memory-efficient Network Training
Ayan Chakrabarti · Benjamin Moseley
Poster
Thu 10:45 Invert to Learn to Invert
Patrick Putzky · Max Welling
Poster
Tue 17:30 Tight Sample Complexity of Learning One-hidden-layer Convolutional Neural Networks
Yuan Cao · Quanquan Gu
Poster
Thu 10:45 A Graph Theoretic Framework of Recomputation Algorithms for Memory-Efficient Backpropagation
Mitsuru Kusumoto · Takuya Inoue · Gentaro Watanabe · Takuya Akiba · Masanori Koyama
Poster
Tue 10:45 MetaQuant: Learning to Quantize by Learning to Penetrate Non-differentiable Quantization
Shangyu Chen · Wenya Wang · Sinno Jialin Pan
Poster
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
Poster
Thu 17:00 Communication-Efficient Distributed Blockwise Momentum SGD with Error-Feedback
Shuai Zheng · Ziyue Huang · James Kwok
Poster
Tue 10:45 Root Mean Square Layer Normalization
Biao Zhang · Rico Sennrich
Poster
Tue 10:45 Channel Gating Neural Networks
Weizhe Hua · Yuan Zhou · Christopher De Sa · Zhiru Zhang · G. Edward Suh
Poster
Wed 10:45 Focused Quantization for Sparse CNNs
Yiren Zhao · Xitong Gao · Daniel Bates · Robert Mullins · Cheng-Zhong Xu
Poster
Wed 17:00 Fast and Accurate Stochastic Gradient Estimation
Beidi Chen · Yingchen Xu · Anshumali Shrivastava