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43 Results
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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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Thu 17:00 |
HW-NAS-Bench: Hardware-Aware Neural Architecture Search Benchmark Chaojian Li · Zhongzhi Yu · Yonggan Fu · Yongan Zhang · Yang Zhao · Haoran You · Qixuan Yu · Yue Wang · Cong Hao · Yingyan Lin |
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Poster
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Mon 1:00 |
Rapid Neural Architecture Search by Learning to Generate Graphs from Datasets Hayeon Lee · Eunyoung Hyung · Sung Ju Hwang |
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Poster
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Tue 17:00 |
DrNAS: Dirichlet Neural Architecture Search Xiangning Chen · Ruochen Wang · Minhao Cheng · Xiaocheng Tang · Cho-Jui Hsieh |
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Poster
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Wed 9:00 |
Growing Efficient Deep Networks by Structured Continuous Sparsification Xin Yuan · Pedro Savarese · Michael Maire |
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Poster
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Tue 1:00 |
Generalization in data-driven models of primary visual cortex Konstantin-Klemens Lurz · Mohammad Bashiri · Konstantin Willeke · Akshay Jagadish · Eric Wang · Edgar Walker · Santiago Cadena · Taliah Muhammad · Erick M Cobos · Andreas Tolias · Alexander S Ecker · Fabian Sinz |
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Poster
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Tue 17:00 |
Implicit Convex Regularizers of CNN Architectures: Convex Optimization of Two- and Three-Layer Networks in Polynomial Time Tolga Ergen · Mert Pilanci |
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Poster
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Wed 9:00 |
NAS-Bench-ASR: Reproducible Neural Architecture Search for Speech Recognition Abhinav Mehrotra · Alberto Gil Couto Pimentel Ramos · Sourav Bhattacharya · Łukasz Dudziak · Ravichander Vipperla · Thomas C Chau · Mohamed Abdelfattah · Samin Ishtiaq · Nicholas Lane |
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Spotlight
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Mon 11:45 |
Geometry-Aware Gradient Algorithms for Neural Architecture Search Liam Li · Mikhail Khodak · Nina Balcan · Ameet Talwalkar |
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Poster
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Wed 17:00 |
Neural Architecture Search on ImageNet in Four GPU Hours: A Theoretically Inspired Perspective Wuyang Chen · Xinyu Gong · Zhangyang Wang |
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Poster
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Mon 17:00 |
Rethinking Architecture Selection in Differentiable NAS Ruochen Wang · Minhao Cheng · Xiangning Chen · Xiaocheng Tang · Cho-Jui Hsieh |
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Workshop
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Fri 6:00 |
Workshop on Neural Architecture Search Arber Zela · Aaron Klein · Frank Hutter · Liam Li · Jan Hendrik Metzen · Jovita Lukasik |