18 citations · 53 across the 19 of their papers we have counts for
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cs.LG2021★ 18 cited
Data-Free Knowledge Transfer: A Survey
Yuang Liu, Wei Zhang, Jun Wang +1
In the last decade, many deep learning models have been well trained and made a great success in various fields of machine intelligence, especially for computer vision and natural…
cs.CV2021★ 13 cited
Source-Free Domain Adaptation for Semantic Segmentation
Yuang Liu, Wei Zhang, Jun Wang
Unsupervised Domain Adaptation (UDA) can tackle the challenge that convolutional neural network(CNN)-based approaches for semantic segmentation heavily rely on the pixel-level anno…
cs.CV2021★ 1 cited
Zero-shot Adversarial Quantization
Yuang Liu, Wei Zhang, Jun Wang
Model quantization is a promising approach to compress deep neural networks and accelerate inference, making it possible to be deployed on mobile and edge devices. To retain the hi…