no code implementations • 19 Mar 2024 • Dongyang Xu, Haokun Li, Qingfan Wang, Ziying Song, Lei Chen, Hanming Deng
By incorporating driver attention, we empower the human-like scene understanding ability to autonomous vehicles to identify crucial areas within complex scenarios precisely and ensure safety.
no code implementations • 21 Mar 2022 • Shuaicheng Niu, Jiaxiang Wu, Yifan Zhang, Guanghui Xu, Haokun Li, Peilin Zhao, Junzhou Huang, YaoWei Wang, Mingkui Tan
Motivated by this, we propose to predict those hard-classified test samples in a looped manner to boost the model performance.
no code implementations • 1 Feb 2021 • Haokun Li, Bican Xia, Huiying Zhang, Tao Zheng
This property indicates that when the corresponding perfect elimination tree has a lower height, the full set of projection polynomials also tends to have a smaller "size".
Symbolic Computation
3 code implementations • ECCV 2020 • Shoukai Xu, Haokun Li, Bohan Zhuang, Jing Liu, JieZhang Cao, Chuangrun Liang, Mingkui Tan
More critically, our method achieves much higher accuracy on 4-bit quantization than the existing data free quantization method.
Ranked #2 on Data Free Quantization on CIFAR-100
1 code implementation • 1 Mar 2020 • Haokun Li, Bican Xia
A new algorithm for deciding the satisfiability of polynomial formulas over the reals is proposed.