1 code implementation • ICCV 2021 • Jinyu Yang, Chunyuan Li, Weizhi An, Hehuan Ma, Yuzhi Guo, Yu Rong, Peilin Zhao, Junzhou Huang
Recent studies imply that deep neural networks are vulnerable to adversarial examples -- inputs with a slight but intentional perturbation are incorrectly classified by the network.
no code implementations • 26 Sep 2020 • Rijun Liao, Weizhi An, Shiqi Yu, Zhu Li, Yongzhen Huang
In this paper, we, therefore, introduce a Dense-View GEIs Set (DV-GEIs) to deal with the challenge of limited view angles.
no code implementations • ECCV 2020 • Jinyu Yang, Weizhi An, Sheng Wang, Xinliang Zhu, Chaochao Yan, Junzhou Huang
Unsupervised domain adaptation enables to alleviate the need for pixel-wise annotation in the semantic segmentation.
Ranked #26 on Domain Adaptation on SYNTHIA-to-Cityscapes
no code implementations • 9 Mar 2020 • Jinyu Yang, Weizhi An, Chaochao Yan, Peilin Zhao, Junzhou Huang
To achieve this goal, we design two cross-domain attention modules to adapt context dependencies from both spatial and channel views.
Ranked #27 on Domain Adaptation on SYNTHIA-to-Cityscapes