1 code implementation • 1 Jun 2023 • Han Cui, Shangzhan Li, Yu Zhang, Qi Shi
The generation of explanation graphs is a significant task that aims to produce explanation graphs in response to user input, revealing the internal reasoning process.
no code implementations • 6 Sep 2019 • Yiren Zhao, Ilia Shumailov, Han Cui, Xitong Gao, Robert Mullins, Ross Anderson
In this work, we show how such samples can be generalised from White-box and Grey-box attacks to a strong Black-box case, where the attacker has no knowledge of the agents, their training parameters and their training methods.
no code implementations • 16 Oct 2020 • Peizheng Li, Han Cui, Aftab Khan, Usman Raza, Robert Piechocki, Angela Doufexi, Tim Farnham
Meanwhile, using a well-organised architecture, the neural network models can be trained directly with raw data from the CSI and localisation features can be automatically extracted to achieve accurate position estimates.
no code implementations • 8 Mar 2021 • Peizheng Li, Han Cui, Aftab Khan, Usman Raza, Robert Piechocki, Angela Doufexi, Tim Farnham
Finally, an ablation study of the training dataset shows that, in both office and sport hall scenarios, after reusing the feature extraction layers of the base model, only 55% of the training data is required to obtain the models' accuracy similar to the base models.
no code implementations • 17 May 2021 • Pengyang Li, Yanan Li, Han Cui, Donghui Wang
To tackle this problem, we propose a novel method LEAST, which can transfer with Less forgetting, fEwer training resources, And Stronger Transfer capability.
no code implementations • 31 Jan 2023 • Han Cui, Jiacheng Wu, Naim Dahnoun
Millimetre-wave (mmWave) radars can generate 3D point clouds to represent objects in the scene.
no code implementations • 16 Feb 2024 • Qi Shi, Han Cui, Haofeng Wang, Qingfu Zhu, Wanxiang Che, Ting Liu
Question answering over heterogeneous data requires reasoning over diverse sources of data, which is challenging due to the large scale of information and organic coupling of heterogeneous data.