Research Engineer. 2017. Monash University Robotic Lab.
Education
Ph.D. Mar, 2019 – Dec, 2022. Monash University (ECSE).
B.E. 2016. Monash University (ECSE).
B.E. 2013. Central South University (EE).
Papers
Refereed journal articles
Tianyu Zhu, Markus Hiller, Mahsa Ehsanpour, Rongkai Ma, Tom Drummond, Ian Reid, Hamid Rezatofighi. 2022. Looking beyond two frames: End-to-end multi-object tracking using spatial and temporal transformers. In IEEE Transactions on Pattern Analysis and Machine Intelligence.
Refereed conference papers
Rongkai Ma, Pengfei Fang, Gil Avrahham, Yan Zuo, Tianyu Zhu, Tom Drummond, Mehrtash Harandi. 2022. Learning Instance and Task-Aware Dynamic Kernels for Few-Shot Learning. In Computer Vision--ECCV 2022: 17th European Conference, Tel Aviv, Israel, October 23--27, 2022, Proceedings.
Rongkai Ma, Pengfei Fang, Tom Drummond, Mehrtash Harandi. 2022. Adaptive Poincaré point to set distance for few-shot classification. In Proceedings of the 36th AAAI conference on artificial intelligence.
Markus Hiller*, Rongkai Ma*, Mehrtash Harandi, Tom Drummond. 2022. Rethinking Generalization in Few-Shot Classification. In Advances in Neural Information Processing Systems (NeurIPS) 35.
Tianyu Zhu*, Rongkai Ma*, Mehrtash Harandi, Tom Drummond. 2021. Learning Online for Unified Segmentation and Tracking Models. In 2021 International Joint Conference on Neural Networks (IJCNN).
Rongkai Ma,Leo Lebrat, Rodrigo Santa Cruz, Gil Avraham, Yan Zuo, Clinton Fookes. 2024. Divide and Conquer: Rethinking the Training Paradigm of Neural Radiance Fields. In arxiv.
Awards
International Postgraduate Tuition Scholarship. 2019. Monash University.
