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Defensive Patches for Robust Recognition in the Physical World



Jiakai Wang , Zixin Yin , Pengfei Hu , Aishan Liu , Renshuai Tao , Haotong Qin , Xianglong Liu , Dacheng Tao

* Accepted by CVPR2022 

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BiBERT: Accurate Fully Binarized BERT



Haotong Qin , Yifu Ding , Mingyuan Zhang , Qinghua Yan , Aishan Liu , Qingqing Dang , Ziwei Liu , Xianglong Liu

* International Conference on Learning Representations (ICLR) 2022 

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BiFSMN: Binary Neural Network for Keyword Spotting



Haotong Qin , Xudong Ma , Yifu Ding , Xiaoyang Li , Yang Zhang , Yao Tian , Zejun Ma , Jie Luo , Xianglong Liu

* request from company 

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Hardware-friendly Deep Learning by Network Quantization and Binarization



Haotong Qin

* Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence 2021 

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Distribution-sensitive Information Retention for Accurate Binary Neural Network



Haotong Qin , Xiangguo Zhang , Ruihao Gong , Yifu Ding , Yi Xu , XianglongLiu


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Diverse Sample Generation: Pushing the Limit of Data-free Quantization



Haotong Qin , Yifu Ding , Xiangguo Zhang , Aoyu Li , Jiakai Wang , Xianglong Liu , Jiwen Lu


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Towards Real-world X-ray Security Inspection: A High-Quality Benchmark and Lateral Inhibition Module for Prohibited Items Detection



Renshuai Tao , Yanlu Wei , Xiangjian Jiang , Hainan Li , Haotong Qin , Jiakai Wang , Yuqing Ma , Libo Zhang , Xianglong Liu


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Multi-Pretext Attention Network for Few-shot Learning with Self-supervision



Hainan Li , Renshuai Tao , Jun Li , Haotong Qin , Yifu Ding , Shuo Wang , Xianglong Liu


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Diversifying Sample Generation for Accurate Data-Free Quantization



Xiangguo Zhang , Haotong Qin , Yifu Ding , Ruihao Gong , Qinghua Yan , Renshuai Tao , Yuhang Li , Fengwei Yu , Xianglong Liu


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