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Jiaming Han

be simple, be happy

🐇 Language: EN/中文

Biography

I am a research intern at Shanghai AI Lab working with Dr. Peng Gao. Recently, I focus on vision-language modeling and self-supervised learning.

I got my master degree at CAPTAIN Group, Wuhan University, advised by Prof. Gui-Song Xia. I did some works on object detection such as ReDet and S2A-Net, which have been included in OpenMMLab’s mmrotate. Before that, I spent four years at Central South University and obtained my Bachelor degree. It was a happy time that I will always remember. I also did an internship at Tencent YouTu Lab from May 2021 to May 2022.

More about me: Email | Google Scholar | Github | Curriculum Vitae

News

  • 03/2023: After a rough year, I am finally going to CUHK for my PhD with Prof. Xiangyu Yue.
  • 11/2022: One paper on Few-Shot Object Detection is accepted by AAAI 2023.
  • 03/2022: We release the paper and code of OpenDet.
  • 03/2022: One paper on Open-Set Object Detection is accepted by CVPR 2022.
  • 02/2022: Our works S2A-Net and ReDet are included in OpenMMLab’s mmrotate.
  • 08/2021: Third-party implementation of S2A-Net with Jittor and PaddlePaddle.
  • 05/2021: Research intern in computer vision at Tencent YouTu Lab.
  • 03/2021: We release the paper and code of ReDet.
  • 02/2021: One paper is accepted by CVPR 2021.

Publications

  1. Few-Shot Object Detection via Variational Feature Aggregation
    Jiaming Han, Yuqiang Ren, Jian Ding, Ke Yan, Gui-Song Xia.
    Thirty-Seventh AAAI Conference on Artificial Intelligence (AAAI), 2023.
    Paper | Code | Star: 31 | Oral Presentation
  2. Expanding Low-Density Latent Regions for Open-Set Object Detection
    Jiaming Han, Yuqiang Ren, Jian Ding, Xingjia Pan, Ke Yan, Gui-Song Xia.
    Proc. IEEE Conf. Computer Vision and Pattern Recognition (CVPR), 2022.
    Paper | Code | Star: 70 | Cite: 5
  3. ReDet: A Rotation-Equivariant Detector for Aerial Object Detection
    Jiaming Han, Jian Ding, Nan Xue, Gui-Song Xia.
    Proc. IEEE Conf. Computer Vision and Pattern Recognition (CVPR), 2021.
    Project | Paper | Code | Poster | Slide | Star: 343 | Cite: 175
  4. Align Deep Features for Oriented Object Detection
    Jiaming Han, Jian Ding, Jie Li, Gui-Song Xia.
    IEEE Trans. on Geoscience and Remote Sensing (TGRS), 2021.
    Paper | Code | Star: 344 | Cite: 219 | Top journal in Remote Sensing

Experience

  • Shanghai AI Lab 10/2022 - Present
    Research Intern in Computer Vision
    Mentor: Dr. Peng Gao
    Vision-Language Pretraining

  • Tencent YouTu Lab 05/2021 - 05/2022
    Research Intern in Computer Vision
    Open-set/Few-shot object detection

Activities

  • Reviewer of CVPR’21-23, ICCV’21, WACV’22, ECCV’22, AAAI’23
  • Reviewer of ISPRS, TGRS, TNNLS

Educations

  • M.S. Wuhan University. 09/2019 - 06/2022
  • B.E. Central South University. 09/2015 - 06/2019

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