1 code implementation • 12 Feb 2022 • Zhen Li, Guenevere, Chen, Chen Chen, Yayi Zou, Shouhuai Xu
Recent studies show that current source code authorship attribution methods can be compromised by attackers exploiting adversarial examples and coding style manipulation.
no code implementations • 1 Oct 2020 • Yayi Zou, Zhiwei Qin
This framework is based on our proposed fast-adaptation variation to Gradient-EM Bayesian Meta-learning and the fast-update advantage of DQN, which allows for fast adaptation to new scenarios with continual learning ability and robustness to uncertainty.
no code implementations • NeurIPS 2020 • Yayi Zou, Xiaoqi Lu
Bayesian meta-learning enables robust and fast adaptation to new tasks with uncertainty assessment.