Jiahao Xie

I am currently a Ph.D. student at MMLab@NTU, Nanyang Technological University, supervised by Prof. Chen Change Loy and Prof. Yew Soon Ong. I also work closely with Prof. Ziwei Liu. Before that, I received my B.Eng. degree from Northwestern Polytechnical University.

My research interests include computer vision and deep learning, especially un-/self-supervised learning, representation learning. I am a major developer of OpenSelfSup (now MMSelfSup), a popular self-supervised learning toolbox and benchmark.

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News
Publications
mfm Masked Frequency Modeling for Self-Supervised Visual Pre-Training
Jiahao Xie, Wei Li, Xiaohang Zhan, Ziwei Liu, Yew Soon Ong, Chen Change Loy
arXiv Preprint, 2022
Paper / Project Page
univip UniVIP: A Unified Framework for Self-Supervised Visual Pre-training
Zhaowen Li, Yousong Zhu, Fan Yang, Wei Li, Chaoyang Zhao, Yingying Chen, Zhiyang Chen, Jiahao Xie, Liwei Wu, Rui Zhao, Ming Tang, Jinqiao Wang
CVPR, 2022
Paper
orl Unsupervised Object-Level Representation Learning from Scene Images
Jiahao Xie, Xiaohang Zhan, Ziwei Liu, Yew Soon Ong, Chen Change Loy
NeurIPS, 2021
Paper / Project Page / Code
interclr Delving into Inter-Image Invariance for Unsupervised Visual Representations
Jiahao Xie, Xiaohang Zhan, Ziwei Liu, Yew Soon Ong, Chen Change Loy
arXiv Preprint, 2020
Paper / Code
odc Online Deep Clustering for Unsupervised Representation Learning
Xiaohang Zhan*, Jiahao Xie*, Ziwei Liu, Yew Soon Ong, Chen Change Loy
(*=equal contribution)
CVPR, 2020
Paper / Code
Professional Activities
  • Conference Reviewer: NeurIPS 2022, CVPR 2022, ICCV 2021, CVPR 2021 (Outstanding Reviewer), AAAI 2021
Selected Awards

Last updated in Jun. 2022. Template.