Drug-target affinity prediction method based on consistent expression of heterogeneous data

no code implementations • 13 Nov 2022 • Boyuan Liu

In this paper, we propose a method for predicting drug-target binding affinity using deep learning models.

Drug Discovery

Multi-Forgery Detection Challenge 2022: Push the Frontier of Unconstrained and Diverse Forgery Detection

no code implementations • 27 Jul 2022 • Jianshu Li, Man Luo, Jian Liu, Tao Chen, Chengjie Wang, Ziwei Liu, Shuo Liu, Kewei Yang, Xuning Shao, Kang Chen, Boyuan Liu, Mingyu Guo, Ying Guo, Yingying Ao, Pengfei Gao

In this paper, we present the solutions from the Top 3 teams, in order to boost the research work in the field of image forgery detection.

Image Forgery Detection Image Generation +1

DFGC 2021: A DeepFake Game Competition

1 code implementation • 2 Jun 2021 • Bo Peng, Hongxing Fan, Wei Wang, Jing Dong, Yuezun Li, Siwei Lyu, Qi Li, Zhenan Sun, Han Chen, Baoying Chen, Yanjie Hu, Shenghai Luo, Junrui Huang, Yutong Yao, Boyuan Liu, Hefei Ling, Guosheng Zhang, Zhiliang Xu, Changtao Miao, Changlei Lu, Shan He, Xiaoyan Wu, Wanyi Zhuang

This competition provides a common platform for benchmarking the adversarial game between current state-of-the-art DeepFake creation and detection methods.

Benchmarking DeepFake Detection +1

Coherent optical communications using coherence-cloned Kerr soliton microcombs

no code implementations • 1 Jan 2021 • Yong Geng, Heng Zhou, Wenwen Cui, Xinjie Han, Qiang Zhang, Boyuan Liu, Guangwei Deng, Qiang Zhou, Kun Qiu

Dissipative Kerr soliton microcomb has been recognized as a promising on-chip multi-wavelength laser source for fiber optical communications, as its comb lines possess frequency and phase stability far beyond independent lasers.