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Towards Accurate Binary Neural Networks via Modeling Contextual Dependencies


Sep 03, 2022
Xingrun Xing, Yangguang Li, Wei Li, Wenrui Ding, Yalong Jiang, Yufeng Wang, Jing Shao, Chunlei Liu, Xianglong Liu

* Accepted by ECCV2022 

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Hierarchical Perceptual Noise Injection for Social Media Fingerprint Privacy Protection


Aug 23, 2022
Simin Li, Huangxinxin Xu, Jiakai Wang, Aishan Liu, Fazhi He, Xianglong Liu, Dacheng Tao


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Frequency Domain Model Augmentation for Adversarial Attack


Jul 12, 2022
Yuyang Long, Qilong Zhang, Boheng Zeng, Lianli Gao, Xianglong Liu, Jian Zhang, Jingkuan Song

* Accepted by ECCV 2022 

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Defensive Patches for Robust Recognition in the Physical World


Apr 13, 2022
Jiakai Wang, Zixin Yin, Pengfei Hu, Aishan Liu, Renshuai Tao, Haotong Qin, Xianglong Liu, Dacheng Tao

* Accepted by CVPR2022 

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Practical Evaluation of Adversarial Robustness via Adaptive Auto Attack


Mar 28, 2022
Ye Liu, Yaya Cheng, Lianli Gao, Xianglong Liu, Qilong Zhang, Jingkuan Song

* Accepted by CVPR 2022 

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Delving into the Estimation Shift of Batch Normalization in a Network


Mar 21, 2022
Lei Huang, Yi Zhou, Tian Wang, Jie Luo, Xianglong Liu

* Accepted to CVPR 2022. The Code is available at: https://github.com/huangleiBuaa/XBNBlock 

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BiBERT: Accurate Fully Binarized BERT


Mar 12, 2022
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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QDrop: Randomly Dropping Quantization for Extremely Low-bit Post-Training Quantization


Mar 11, 2022
Xiuying Wei, Ruihao Gong, Yuhang Li, Xianglong Liu, Fengwei Yu


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BiFSMN: Binary Neural Network for Keyword Spotting


Feb 15, 2022
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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