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(8 events)
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Spotlight
Tue Jul 20 06:00 PM -- 06:05 PM (PDT)
iDARTS: Differentiable Architecture Search with Stochastic Implicit Gradients
In
AutoML
Miao Zhang · Steven Su · Shirui Pan · Xiaojun Chang · Ehsan Abbasnejad · Reza Haffari
[
Paper
]
Spotlight
Tue Jul 20 06:05 PM -- 06:10 PM (PDT)
Accurate Post Training Quantization With Small Calibration Sets
In
AutoML
Itay Hubara · Yury Nahshan · Yair Hanani · Ron Banner · Daniel Soudry
[
Paper
]
Spotlight
Tue Jul 20 06:10 PM -- 06:15 PM (PDT)
Optimal Transport Kernels for Sequential and Parallel Neural Architecture Search
In
AutoML
Vu Nguyen · Tam Le · Makoto Yamada · Michael A Osborne
[
Paper
]
Oral
Tue Jul 20 06:15 PM -- 06:35 PM (PDT)
Few-Shot Neural Architecture Search
In
AutoML
Yiyang Zhao · Linnan Wang · Yuandong Tian · Rodrigo Fonseca · Tian Guo
[
Paper
]
Spotlight
Tue Jul 20 06:35 PM -- 06:40 PM (PDT)
AutoAttend: Automated Attention Representation Search
In
AutoML
Chaoyu Guan · Xin Wang · Wenwu Zhu
[
Paper
]
Spotlight
Tue Jul 20 06:40 PM -- 06:45 PM (PDT)
Think Global and Act Local: Bayesian Optimisation over High-Dimensional Categorical and Mixed Search Spaces
In
AutoML
Xingchen Wan · Vu Nguyen · Huong Ha · Binxin Ru · Cong Lu · Michael A Osborne
[
Paper
]
Spotlight
Tue Jul 20 06:45 PM -- 06:50 PM (PDT)
Auto-NBA: Efficient and Effective Search Over the Joint Space of Networks, Bitwidths, and Accelerators
In
AutoML
Yonggan Fu · Yongan Zhang · Yang Zhang · David Cox · Yingyan Lin
[
Paper
]
Q&A
Tue Jul 20 06:50 PM -- 06:55 PM (PDT)
Q&A
In
AutoML
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