Publications

Jing Liu, Bohan Zhuang, Zhuangwei Zhuang*, Yong Guo, Junzhou Huang, Jinhui Zhu, Mingkui Tan (2021). Discrimination-aware Network Pruning for Deep Model Compression. TPAMI.

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Peng Chen, Jing Liu, Bohan Zhuang, Mingkui Tan, Chunhua Shen (2020). AQD: Towards Accurate Quantized Object Detection. CVPR 2021 (Oral).

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Jing Liu, Bohan Zhuang, Peng Chen, Yong Guo, Chunhua Shen, Jianfei Cai, Mingkui Tan (2020). ABS: Automatic Bit Sharing for Model Compression. arXiv.

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Zheng Xie*, Zhiquan Wen*, Jing Liu, Zhiqiang Liu, Xixian Wu, Mingkui Tan (2020). Deep Transferring Quantization. ECCV.

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Shoukai Xu*, Haokun Li*, Bohan Zhuang, Jing Liu, Jiezhang Cao, Chuangrun Liang, Mingkui Tan (2020). Generative Low-bitwidth Data Free Quantization. ECCV.

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Bohan Zhuang, Mingkui Tan, Jing Liu, Lingqiao Liu, Ian Reid, Chunhua Shen (2019). Effective Training of Convolutional Neural Networks with Low-bitwidth Weights and Activations . arXiv.

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Zhuangwei Zhuang*, Mingkui Tan, Bohan Zhuang, Jing Liu, Yong Guo, Qingyao Wu, Junzhou Huang, Jinhui Zhu (2018). Discrimination-aware Channel Pruning for Deep Neural Networks. NeurIPS 2018.

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