1 code implementation • 3 Mar 2024 • Renjie Xu, Guangwei Wu, Weiping Wang, Xing Gao, An He, Zhengpeng Zhang
To the best of our knowledge, it is the first GNN-based self-supervised method for the multiclass classification of network flows in NIDS.
no code implementations • 28 Nov 2022 • Renjie Xu, Saiedeh Razavi, Rong Zheng
Video, as a key driver in the global explosion of digital information, can create tremendous benefits for human society.
no code implementations • 1 Apr 2022 • Renjie Xu, Xinghao Yang, BaoDi Liu, Kai Zhang, Weifeng Liu
Few-Shot classification aims at solving problems that only a few samples are available in the training process.
no code implementations • 22 Jul 2021 • Keivan Nalaie, Renjie Xu, Rong Zheng
In the training stage, we incorporate detectability scores into a one-shot tracker architecture so that DeepScale can learn representation estimations for different frame sizes in a self-supervised manner.