1 code implementation • 5 Jan 2022 • Qi Zheng, Zhengzhong Tu, Pavan C. Madhusudana, Xiaoyang Zeng, Alan C. Bovik, Yibo Fan
Video quality assessment (VQA) remains an important and challenging problem that affects many applications at the widest scales.
no code implementations • 31 Oct 2021 • Zhao Zan, Chao Liu, Heming Sun, Xiaoyang Zeng, Yibo Fan
Learned image compression techniques have achieved considerable development in recent years.
1 code implementation • 19 Aug 2021 • Chao Liu, Heming Sun, Jiro Katto, Xiaoyang Zeng, Yibo Fan
To reduce the complexity, a light ResNet structure is used as the backbone for both RP-Net and LF-Net.
no code implementations • 25 Oct 2020 • Chao Liu, Heming Sun, Jiro Katto, Xiaoyang Zeng, Yibo Fan
Convolutional neural network (CNN)-based filters have achieved great success in video coding.
1 code implementation • IEEE Transactions on Circuits and Systems I: Regular Papers 2020 • Guozhu Xin, Jun Han, Tianyu Yin, Yuchao Zhou, Jianwei Yang, Xu Cheng, Xiaoyang Zeng
In the 5G era, massive devices need to be securely connected to the edge of communication networks, while emerging quantum computers can easily crack the traditional public-key ciphers.
Hardware Architecture
no code implementations • 22 Nov 2019 • Chao Liu, Heming Sun, Junan Chen, Zhengxue Cheng, Masaru Takeuchi, Jiro Katto, Xiaoyang Zeng, Yibo Fan
This method is mainly composed of two parts: intra prediction and reconstruction filtering.
no code implementations • ICLR 2018 • Tianchan Guan, Xiaoyang Zeng, Mingoo Seok
With the same amount of data storage, our model can train a bigger network having more weights, achieving 1% less test error than the conventional binary neural network learning model.
no code implementations • 15 Sep 2017 • Tianchan Guan, Xiaoyang Zeng, Mingoo Seok
This enables a device with a given storage constraint to train and instantiate a neural network classifier with a larger number of weights on a chip and with a less number of off-chip storage accesses.