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224 Results
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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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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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Poster
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Wed 17:00 |
Revisiting Dynamic Convolution via Matrix Decomposition Yunsheng Li · Yinpeng Chen · Xiyang Dai · mengchen liu · Dongdong Chen · Ye Yu · Lu Yuan · Zicheng Liu · Mei Chen · Nuno Vasconcelos |
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Poster
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Tue 17:00 |
Memory Optimization for Deep Networks Aashaka Shah · Chao-Yuan Wu · Jayashree Mohan · Vijay Chidambaram · Philipp Krähenbühl |
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Spotlight
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Tue 21:43 |
Memory Optimization for Deep Networks Aashaka Shah · Chao-Yuan Wu · Jayashree Mohan · Vijay Chidambaram · Philipp Krähenbühl |
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Poster
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Mon 17:00 |
DeLighT: Deep and Light-weight Transformer Sachin Mehta · Marjan Ghazvininejad · Srini Iyer · Luke Zettlemoyer · Hannaneh Hajishirzi |
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Poster
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Tue 17:00 |
CompOFA – Compound Once-For-All Networks for Faster Multi-Platform Deployment Manas Sahni · Shreya Varshini · Alind Khare · Alexey Tumanov |
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Poster
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Tue 1:00 |
Contemplating Real-World Object Classification Ali Borji |
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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 9:00 |
Blending MPC & Value Function Approximation for Efficient Reinforcement Learning Mohak Bhardwaj · Sanjiban Choudhury · Byron Boots |
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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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Workshop
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Fri 6:31 |
Reasoning with Deep Learning Architectures Based on System 2 Inductive Biases Yoshua Bengio |