Jingyi Xu

About

Hi! I am Jingyi Xu. I received my Ph.D. degree at Stony Brook University, working with Professor Dimitris Samaras. My research interets lie in the field of Computer Vision and Deep Learning, with a focus on representation learning and transfer/low-shot learning. For more information, please refer to my Curriculum Vitae.

Updates

07/2024: One ECCV’24 paper on sample quality assessment is accepted.
06/2024: Successfully defended my Ph.D.!
05/2023: Start my internship at Amazon (Seattle).
02/2023: Two CVPR’23 papers on few-shot object detection and object counting are accepted.
03/2022: One CVPR’22 paper on few-shot image classification is accepted.
07/2021: One ICCV’21 paper on few-shot image classification is accepted.
05/2021: Start my internship at NEC Laboratories America.
09/2019: Start my Ph.D. at Stony Brook Computer Science!

Publications

Jingyi Xu, Hieu Le, Dimitris Samaras. Assessing Sample Quality via the Latent Space of Generative Models. European Conference on Computer Vision (ECCV) 2024.
Jingyi Xu, Hieu Le, Vu Nguyen, Viresh Ranjan, Dimitris Samaras. Zero-shot Object Counting. IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2023.
Jingyi Xu, Hieu Le, Dimitris Samaras. Generating Features With Increased Crop-related Diversity For Few-shot Object Detection. IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2023.
Jingyi Xu, Hieu Le. Generating Representative Samples for Few-Shot Classification. IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2022.
Jingyi Xu, Hieu Le, Mingzhen Huang, ShahRukh Athar, Dimitris Samaras. Variational Feature Disentangling for Fine-Grained Few-Shot Classification. IEEE International Conference on Computer Vision (ICCV) 2021. [ PDF ]
Kai Zhao, Jingyi Xu, Mingming Cheng. RegularFace: Deep Face Recognition via Exclusive Regularization. IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2019. [ PDF ]

Experience

Research Intern at Amazon, Seattle, May 2023 - July 2023
Research Intern at NEC Lab, CA, May 2021 - Aug 2021
Research Intern at SenseTime, Beijing, Dec 2018 - July 2019
Research Intern at Panasonic R&D Center,Singapore, Sep 2018 - Dec 2018
Research Assistant at Notre Dame University, USA, June 2018 - Sep 2018