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研究与教学方向
计算机视觉
小样本分割
简历
Ph.D. Candidate, SCSE , Nanyang Technological University, Singapore. Aug. 2018 - Present
Undergraduate, EEE , Nanyang Technological University, Singapore. Aug. 2012 - Jul 2016
Senior Research Engineer, Agency for Science, Technology and Research (A*STAR). Aug. 2021 - Present
Computer Vision Scientist, ByteDance Singapore. Dec. 2020 - July. 2021
Researcher, Media and Interactive Computing Lab (MICL), Nanyang Technological University. Dec. 2018 - Dec. 2020
Researcher, Rapid-Rich Object Search (ROSE) Lab,Nanyang Technological University. Nov. 2016 - Dec. 2018
学术兼职
Journal Reviewer: International Journal on Computer Vision(IJCV), IEEE Trans on PAMI(TPAMI), IEEE Trans on Image Processing(TIP), IEEE Trans on CSVT(TCSVT), IEEE Transactions on Multimedia(TMM), Signal Processing Letter(SPL), IEEE Journal of Biomedical and Health Informatics , IEEE Transactions on Emerging Topics in Computational Intelligence(TETCI), etc.
Conference Reviewer: CVPR, ECCV, ICLR, ICCV etc.
Program Committee: AAAI
MICCAI 2022 student committee Link
Top 10 teams in 2019 WorldQuant Challenge National (Singapore) Final.
发表论文
CRNet: Cross-Reference Networks for Few-Shot Segmentation Paper Link
Weide Liu, Chi Zhang, Guosheng Lin, Fayao Liu
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR 2020)
Guided Co-Segmentation Network for Fast Video Object Segmentation Paper Link
Weide Liu, Guosheng Lin, Tianyi Zhang, Zichuan Liu
IEEE Transactions on Circuits and Systems for Video Technology(TCSVT)
Weakly Supervised Segmentation with Maximum Bipartite Graph Matching Paper Link
Weide Liu, Chi Zhang, Guosheng Lin, Tzu-Yi HUNG, Chunyan Miao
Proceedings of the 28th ACM International Conference on Multimedia (28th ACM MM )
Splitting vs. Merging: Mining Object Regions with Discrepancy and Intersection Loss for Weakly Supervised Semantic Segmentation Paper Link
Tianyi Zhang, Guosheng Lin, Weide Liu, Jianfei Cai, Alex Kot
European Conference on Computer Vision (ECCV 2020)
Cross-Image Region Mining with Region Prototypical Network for Weakly Supervised Segmentation Paper Link / Github
Weide Liu, Xiangfei Kong, Tzu-Yi Hung, Guosheng Lin
IEEE Transactions on Multimedia(TMM)
Few-shot segmentation with global and local contrastive learning Paper Link / Github
Weide Liu, Zhonghua Wu, Henghui Ding, Fayao Liu, Jie Lin, Guosheng Lin
Few-shot Segmentation with Optimal Transport Matching and Message Flow Paper Link / Github
Weide Liu, Chi Zhang, Henghui Ding, Tzu-Yi Hung, Guosheng Lin
IEEE Transactions on Multimedia(TMM)
Long-tailed Recognition by Learning from Latent Categories Paper Link
Weide Liu, Zhonghua Wu, Yiming Wang, Henghui Ding, Fayao Liu, Jie Lin, Guosheng Lin
Distilling Knowledge from Object Classification to Aesthetics Assessment Paper Link
Jingwen Hou, Henghui Ding, Weisi Lin, Weide Liu, Yuming Fang
IEEE Transactions on Circuits and Systems for Video Technology(TCSVT)
Interaction-Matrix Based Personalized Image Aesthetics Assessment Paper Link
Jingwen Hou, Weisi Lin, Guanghui Yue, Weide Liu, Baoquan Zhao
IEEE Transactions on Multimedia(TMM)