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Poster
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Tue 7:45
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Multiple Instance Learning for Efficient Sequential Data Classification on Resource-constrained Devices
Don Dennis · Chirag Pabbaraju · Harsha Vardhan Simhadri · Prateek Jain
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Poster
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Tue 7:45
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ChannelNets: Compact and Efficient Convolutional Neural Networks via Channel-Wise Convolutions
Hongyang Gao · Zhengyang Wang · Shuiwang Ji
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Poster
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Wed 7:45
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Sparsified SGD with Memory
Sebastian Stich · Jean-Baptiste Cordonnier · Martin Jaggi
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Poster
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Tue 7:45
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Exact natural gradient in deep linear networks and its application to the nonlinear case
Alberto Bernacchia · Mate Lengyel · Guillaume Hennequin
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Poster
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Tue 7:45
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GumBolt: Extending Gumbel trick to Boltzmann priors
Amir H Khoshaman · Mohammad Amin
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Poster
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Tue 7:45
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A Simple Cache Model for Image Recognition
Emin Orhan
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Poster
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Thu 14:00
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Sample Efficient Stochastic Gradient Iterative Hard Thresholding Method for Stochastic Sparse Linear Regression with Limited Attribute Observation
Tomoya Murata · Taiji Suzuki
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Poster
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Thu 7:45
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A Stein variational Newton method
Gianluca Detommaso · Tiangang Cui · Youssef Marzouk · Alessio Spantini · Robert Scheichl
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Poster
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Tue 7:45
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Frequency-Domain Dynamic Pruning for Convolutional Neural Networks
Zhenhua Liu · Jizheng Xu · Xiulian Peng · Ruiqin Xiong
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Poster
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Tue 7:45
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TETRIS: TilE-matching the TRemendous Irregular Sparsity
Yu Ji · Ling Liang · Lei Deng · Youyang Zhang · Youhui Zhang · Yuan Xie
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Poster
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Tue 7:45
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A General Method for Amortizing Variational Filtering
Joseph Marino · Milan Cvitkovic · Yisong Yue
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Poster
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Tue 7:45
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Knowledge Distillation by On-the-Fly Native Ensemble
xu lan · Xiatian Zhu · Shaogang Gong
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