Selected Publications

S. Raghavan, J. He*, F. Zhu, "Online Class-Incremental Learning for Real-World Food Image Classification", Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

J. He, F. Zhu, "Single-Stage Heavy-Tailed Food Classification", Proceedings of IEEE International Conference on Image Processing, 2023

J. He, L. Lin, H. Eicher-Miller, F. Zhu, "Long-Tailed Food Classification", Nutrients, 2023

J. He, F. Zhu, "Exemplar-Free Online Continual Learning", Proceedings of IEEE International Conference on Image Processing, 2022

J. He, F. Zhu, "Out-Of-Distribution Detection In Unsupervised Continual Learning", Proceedings of IEEE/CVF Conference of Computer Vision and Pattern Recognition, Continual AI Workshop, 2022

J. He, F. Zhu, "Online Continual Learning Via Candidates Voting", Proceedings of IEEE Winter Conference on Applications of Computer Vision, 2022

J. He, F. Zhu, "Unsupervised Continual Learning Via Pseudo Labels", International Joint Conference on Artificial Intelligence Workshops, 2021

J. He, F. Zhu, "Online Continual Learning For Visual Food Classification", Proceedings of IEEE International Conference on Computer Vision Workshops, 2021

J. He, R. Mao, Z. Shao, J. Wright, D. Kerr, C. Boushey, F. Zhu, "An End-to-End Food Image Analysis System", Electronic Imaging, 2021

J. He, R. Mao, Z. Shao, F. Zhu, "Incremental Learning In Online Scenario", Proceedings of IEEE/CVF Conference of Computer Vision and Pattern Recognition, 2020

J. He, Z. Shao, J. Wright, D. Kerr, C. Boushey, F. Zhu, "Multi-task Image-based Dietary Assessment For Food Recognition And Portion Size Estimation", Proceedings of IEEE Conference on Multimedia Information Processing and Retrieval, 2020