1 citations · 1 across the 2 of their papers we have counts for
2 papers
cs.AI2023★ 1 cited
Towards Effective Semantic OOD Detection in Unseen Domains: A Domain Generalization Perspective
Haoliang Wang, Chen Zhao, Yunhui Guo +2
Two prevalent types of distributional shifts in machine learning are the covariate shift (as observed across different domains) and the semantic shift (as seen across different cla…
cs.LG2022
Layer Adaptive Deep Neural Networks for Out-of-distribution Detection
Haoliang Wang, Chen Zhao, Xujiang Zhao +1
During the forward pass of Deep Neural Networks (DNNs), inputs gradually transformed from low-level features to high-level conceptual labels. While features at different layers cou…