Research

A normal afternoon finishing work at Herston, the best office I've ever had!

• 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. In Computer Vision--ECCV 2022: 17th European Conference, Tel Aviv, Israel, October 23--27, 2022, Proceedings. 2022.
• Adaptive Poincaré point to set distance for few-shot classification
  Rongkai Ma, Pengfei Fang, Tom Drummond, Mehrtash Harandi. In Proceedings of the 36th AAAI conference on artificial intelligence. 2022.
• Rethinking Generalization in Few-Shot Classification
  Markus Hiller*, Rongkai Ma*, Mehrtash Harandi, Tom Drummond. In Advances in Neural Information Processing Systems (NeurIPS) 35. 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. In IEEE Transactions on Pattern Analysis and Machine Intelligence. 2022.
• Learning Online for Unified Segmentation and Tracking Models
  Tianyu Zhu*, Rongkai Ma*, Mehrtash Harandi, Tom Drummond. In 2021 International Joint Conference on Neural Networks (IJCNN). 2021.
• Divide and Conquer: Rethinking the Training Paradigm of Neural Radiance Fields
  Rongkai Ma,Leo Lebrat, Rodrigo Santa Cruz, Gil Avraham, Yan Zuo, Clinton Fookes. In arxiv. 2024.