8 citations · 24 across the 8 of their papers we have counts for
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cs.LG2022
Not All Models Are Equal: Predicting Model Transferability in a Self-challenging Fisher Space
Wenqi Shao, Xun Zhao, Yixiao Ge +5
This paper addresses an important problem of ranking the pre-trained deep neural networks and screening the most transferable ones for downstream tasks. It is challenging because t…
cs.LG2021★ 6 cited
Differentiable Dynamic Quantization with Mixed Precision and Adaptive Resolution
Zhang Zhaoyang, Shao Wenqi, Gu Jinwei +2
Model quantization is challenging due to many tedious hyper-parameters such as precision (bitwidth), dynamic range (minimum and maximum discrete values) and stepsize (interval betw…