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18 Results
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Poster
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Wed 9:00 |
Training independent subnetworks for robust prediction Marton Havasi · Rodolphe Jenatton · Stanislav Fort · Jeremiah Zhe Liu · Jasper Snoek · Balaji Lakshminarayanan · Andrew Dai · Dustin Tran |
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Poster
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Mon 1:00 |
Training with Quantization Noise for Extreme Model Compression Pierre Stock · Angela Fan · Benjamin Graham · Edouard Grave · Rémi Gribonval · Hervé Jégou · Armand Joulin |
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Workshop
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Fri 4:45 |
Hardware-Aware Efficient Training of Deep Learning Models Ghouthi BOUKLI HACENE · Vincent Gripon · François Leduc-Primeau · Vahid Partovi Nia · Fan Yang · Andreas Moshovos · Yoshua Bengio |
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Oral
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Tue 21:18 |
MONGOOSE: A Learnable LSH Framework for Efficient Neural Network Training Beidi Chen · Zichang Liu · Binghui Peng · Zhaozhuo Xu · Jonathan L Li · Tri Dao · Zhao Song · Anshumali Shrivastava · Christopher Re |
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Poster
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Mon 17:00 |
MONGOOSE: A Learnable LSH Framework for Efficient Neural Network Training Beidi Chen · Zichang Liu · Binghui Peng · Zhaozhuo Xu · Jonathan L Li · Tri Dao · Zhao Song · Anshumali Shrivastava · Christopher Re |
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Poster
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Mon 1:00 |
Learning N:M Fine-grained Structured Sparse Neural Networks From Scratch Aojun Zhou · Yukun Ma · Junnan Zhu · Jianbo Liu · Zhijie Zhang · Kun Yuan · Wenxiu Sun · Hongsheng Li |