About Me

I am a Computer Science PhD student at the University of Adelaide and supervised by Prof. Chunhua Shen. Before that I got my Bachelor degree from Tongji University. I had a great time researching computer vision at Megvii (Face++), Tencent Youtu Lab and ByteDance AI Lab.


Contact

Email: xinlong.wang96 [AT] gmail.com OR xinlong.wang [AT] adelaide.edu.au


News

[Dec.2020] Presented our work SOLOv2 at NeurIPS 2020 virtually at my home.
[Dec.2020] One paper is accepted by AAAI 2021.
[Sept.2020] One paper is accepted by NeurIPS 2020.
[Aug.2020] Presented our work SOLO at ECCV 2020 virtually at my home.
[Jul.2020] Two papers are accepted by ECCV 2020.
[Nov.2019] One paper is accepted by AAAI 2020 as Oral.
[Jun.2019] Presented our work ASIS at CVPR 2019 in Long Beach, USA.
[Feb.2019] One paper is accepted by CVPR 2019.
[Jul.2018] Graduated from Tongji Univerisity with honors.
[Jun.2018] Presented our work Repulsion Loss at CVPR 2018 in Salt Lake City, USA.
[Feb.2018] One paper is accepted by CVPR 2018.


Publications

  • Dense Contrastive Learning for Self-Supervised Visual Pre-Training
    Xinlong Wang, Rufeng Zhang, Chunhua Shen, Tao Kong, Lei Li
    arXiv pre-print, 2020
    [arXiv] [bibtex]

  • BoxInst: High-Performance Instance Segmentation with Box Annotations
    Zhi Tian, Chunhua Shen, Xinlong Wang, Hao Chen
    arXiv pre-print, 2020
    [arXiv]

  • End-to-End Video Instance Segmentation with Transformers
    Yuqing Wang, Zhaoliang Xu, Xinlong Wang, Chunhua Shen, Baoshan Cheng, Hao Shen, Huaxia Xia
    arXiv pre-print, 2020
    [arXiv]

  • Diverse Knowledge Distillation for End-to-End Person Search
    Xinyu Zhang, Xinlong Wang, Jia-Wang Bian, Chunhua Shen, Mingyu You
    AAAI Conference on Artificial Intelligence (AAAI), 2021
    [arXiv]

  • SOLOv2: Dynamic and Fast Instance Segmentation
    Xinlong Wang, Rufeng Zhang, Tao Kong, Lei Li, Chunhua Shen
    Advances in Neural Information Processing Systems (NeurIPS), 2020
    [arXiv] [bibtex] [code] [code@adet]

  • SOLO: Segmenting Objects by Locations
    Xinlong Wang, Tao Kong, Chunhua Shen, Yuning Jiang, Lei Li
    European Conference on Computer Vision (ECCV), 2020
    [arXiv] [bibtex] [code]

  • Instance-Aware Embedding for Point Cloud Instance Segmentation
    Tong He, Yifan liu, Chunhua Shen, Xinlong Wang, Changming Sun
    European Conference on Computer Vision (ECCV), 2020

  • Task-Aware Monocular Depth Estimation for 3D Object Detection
    Xinlong Wang, Wei Yin, Tao Kong, Yuning Jiang, Lei Li and Chunhua Shen
    AAAI Conference on Artificial Intelligence (AAAI), 2020, (Oral)
    [arXiv] [bibtex] [code]

  • Associatively Segmenting Instances and Semantics in Point Clouds
    Xinlong Wang, Shu Liu, Xiaoyong Shen, Chunhua Shen and Jiaya Jia
    IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2019
    [arXiv] [bibtex] [code]

  • Repulsion Loss: Detecting Pedestrians in a Crowd
    Xinlong Wang, Tete Xiao, Yuning Jiang, Shuai Shao, Jian Sun and Chunhua Shen
    IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2018
    [arXiv] [bibtex]

Professional Activities

  • Journal Reviewer
    TIP, Neurocomputing

  • Conference Reviewer
    ICML 2021, CVPR 2021, AAAI 2021, NeurIPS 2020, AAAI 2020

  • Presentations
    Microsoft Research Asia (MSRA) VCG talk: “SOLO: Segmenting Objects by Locations”, 2020
    Megvii Detection talk: “SOLO: Segmenting Objects by Locations”, 2019
    Beihang University CoLab talk: “SOLO: Segmenting Objects by Locations”, 2019
    Jishi Online talk: “Instance Segmentation in 3D Point Clouds”, 2019


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