publications

Below are selected publications by categories in reversed chronological order.

Please see my Google Scholar page for a full list of publications.

2023

  1. ZIP.png
    Black-box Backdoor Defense via Zero-shot Image Purification
    Yucheng Shi, Mengnan Du, Xuansheng Wu, Zihan Guan, Jin Sun, and Ninghao Liu
    Conference on Neural Information Processing Systems (NeurIPS), Oct 2023
    arXiv Code
  2. FacesTime.png
    What’s in a Decade? Transforming Faces Through Time
    Eric Ming Chen, Jin Sun, Apoorv Khandelwal, Dani Lischinski, Noah Snavely, and Hadar Averbuch-Elor
    In Eurograhics, May 2023
    arXiv
  3. geoAI.png
    On the opportunities and challenges of foundation models for geospatial artificial intelligence
    Gengchen Mai, Weiming Huang, Jin Sun, Suhang Song, Deepak Mishra, Ninghao Liu, Song Gao, Tianming Liu, Gao Cong, Yingjie Hu, and 1 more author
    arXiv preprint arXiv:2304.06798, May 2023
    arXiv
  4. PeanutNeRF: 3D Radiance Field for Peanuts
    Farah Saeed, Jin Sun, Peggy Ozias-Akins, Ye Juliet Chu, and Changying Charlie Li
    In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, Mar 2023

2021

  1. Towers of babel: Combining images, language, and 3d geometry for learning multimodal vision
    Xiaoshi Wu, Hadar Averbuch-Elor, Jin Sun, and Noah Snavely
    In Proceedings of the IEEE/CVF International Conference on Computer Vision, Mar 2021

2020

  1. Visual chirality
    Zhiqiu Lin, Jin Sun, Abe Davis, and Noah Snavely
    In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, Mar 2020
  2. Hidden footprints: Learning contextual walkability from 3d human trails
    Jin Sun, Hadar Averbuch-Elor, Qianqian Wang, and Noah Snavely
    In Computer Vision–ECCV 2020: 16th European Conference, Glasgow, UK, August 23–28, 2020, Proceedings, Part XVIII 16, Mar 2020
    HTML

2019

  1. Leveraging vision reconstruction pipelines for satellite imagery
    Kai Zhang, Noah Snavely, and Jin Sun
    In Proceedings of the IEEE/CVF International Conference on Computer Vision Workshops, Mar 2019

2018

  1. Label denoising adversarial network (LDAN) for inverse lighting of faces
    Hao Zhou, Jin Sun, Yaser Yacoob, and David W Jacobs
    In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, Mar 2018

2017

  1. Seeing what is not there: Learning context to determine where objects are missing
    Jin Sun, and David W Jacobs
    In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, Mar 2017
  2. Generating holistic 3d scene abstractions for text-based image retrieval
    Ang Li, Jin Sun, Joe Yue-Hei Ng, Ruichi Yu, Vlad I Morariu, and Larry S Davis
    In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, Mar 2017
  3. Semi-supervised conditional gans
    Kumar Sricharan, Raja Bala, Matthew Shreve, Hui Ding, Kumar Saketh, and Jin Sun
    arXiv preprint arXiv:1708.05789, Mar 2017

2014

  1. Tohme: detecting curb ramps in google street view using crowdsourcing, computer vision, and machine learning
    Kotaro Hara, Jin Sun, Robert Moore, David Jacobs, and Jon Froehlich
    In Proceedings of the 27th annual ACM symposium on User interface software and technology, Mar 2014

2013

  1. Scale and object aware image thumbnailing
    Jin Sun, and Haibin Ling
    International journal of computer vision, Mar 2013

2011

  1. Scale and object aware image retargeting for thumbnail browsing
    Jin Sun, and Haibin Ling
    In 2011 International Conference on Computer Vision, Mar 2011