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185 Results
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Poster
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Tue 17:00 |
A unifying view on implicit bias in training linear neural networks Chulhee Yun · Shankar Krishnan · Hossein Mobahi |
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Spotlight
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Wed 20:50 |
CPT: Efficient Deep Neural Network Training via Cyclic Precision Yonggan Fu · Han Guo · Meng Li · Xin Yang · Yining Ding · Vikas Chandra · Yingyan Lin |
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Poster
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Thu 17:00 |
CPT: Efficient Deep Neural Network Training via Cyclic Precision Yonggan Fu · Han Guo · Meng Li · Xin Yang · Yining Ding · Vikas Chandra · Yingyan Lin |
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Poster
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Tue 1:00 |
A Block Minifloat Representation for Training Deep Neural Networks Sean Fox · Seyedramin Rasoulinezhad · Julian Faraone · david boland · Philip Leong |
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Poster
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Thu 1:00 |
Efficient Inference of Flexible Interaction in Spiking-neuron Networks Feng Zhou · Yixuan Zhang · Jun Zhu |
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Poster
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Mon 17:00 |
Robust Curriculum Learning: from clean label detection to noisy label self-correction Tianyi Zhou · Shengjie Wang · Jeff Bilmes |
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Poster
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Thu 1:00 |
Understanding the effects of data parallelism and sparsity on neural network training Namhoon Lee · Thalaiyasingam Ajanthan · Philip Torr · Martin Jaggi |
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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 |
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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 9:00 |
Shape-Texture Debiased Neural Network Training Yinigwei Li · Qihang Yu · Mingxing Tan · Jieru Mei · Peng Tang · Wei Shen · Alan Yuille · Cihang Xie |
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Poster
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Mon 1:00 |
On the Universality of the Double Descent Peak in Ridgeless Regression David Holzmüller |