Internship
Research Engineer
Monash University Robotic Lab
2017
Education
Ph.D
Monash University (ECSE)
Mar, 2019 – Dec, 2022
B.E
Monash University (ECSE)
2016
B.E
Central South University (EE)
2013
Refereed Journal Articles
IEEE Transactions on Pattern Analysis and Machine Intelligence 2022
Looking beyond two frames: End-to-end multi-object tracking using spatial and temporal transformers
Tianyu Zhu, Markus Hiller, Mahsa Ehsanpour, Rongkai Ma, Tom Drummond, Ian Reid, Hamid Rezatofighi
Refereed Conference Papers
Computer Vision--ECCV 2022: 17th European Conference, Tel... 2022
Learning Instance and Task-Aware Dynamic Kernels for Few-Shot Learning
Rongkai Ma, Pengfei Fang, Gil Avrahham, Yan Zuo, Tianyu Zhu, Tom Drummond, Mehrtash Harandi
Proceedings of the 36th AAAI conference on artificial int... 2022
Adaptive Poincaré point to set distance for few-shot classification
Rongkai Ma, Pengfei Fang, Tom Drummond, Mehrtash Harandi
Advances in Neural Information Processing Systems (NeurIP... 2022
Rethinking Generalization in Few-Shot Classification
Markus Hiller*, Rongkai Ma*, Mehrtash Harandi, Tom Drummond
2021 International Joint Conference on Neural Networks (I... 2021
Learning Online for Unified Segmentation and Tracking Models
Tianyu Zhu*, Rongkai Ma*, Mehrtash Harandi, Tom Drummond
arxiv 2024
Divide and Conquer: Rethinking the Training Paradigm of Neural Radiance Fields
Rongkai Ma,Leo Lebrat, Rodrigo Santa Cruz, Gil Avraham, Yan Zuo, Clinton Fookes
Awards
International Postgraduate Tuition Scholarship
Monash University
2019
Monash Graduate Scholarship
Monash University
2018
Teaching
Artificial Neural Network and Deep Learning
as TA
2019
Service
Reviewer
AAAI, TIP
Working Experience
Research Fellow
Data61 ICVG
2023–present