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DIY Your EasyNAS for Vision: Convolution Operation Merging, Map Channel Reducing, and Search Space to Supernet Conversion Tooling.
Xiaoxing Wang
Zhirui Lian
Jiale Lin
Chao Xue
Junchi Yan
Published in:
IEEE Trans. Pattern Anal. Mach. Intell. (2023)
Keyphrases
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search space
image processing
computer vision
maximum a posteriori
search algorithm
multi channel
reduce the search space
vision system
fitness function
impulse response
metaheuristic
search strategy
neural network
evolutionary algorithm
real time
merging algorithm
convolution kernel
effective pruning