21 citations · 23 across the 6 of their papers we have counts for
6 papers
Dynamic Environment Responsive Online Meta-Learning with Fairness Awareness
Chen Zhao, Feng Mi, Xintao Wu +3
The fairness-aware online learning framework has emerged as a potent tool within the context of continuous lifelong learning. In this scenario, the learner's objective is to progre…
Preserving Silent Features for Domain Generalization
Chujie Zhao, Tianren Zhang, Feng Chen
Domain generalization (DG) aims to improve the generalization ability of the model trained on several known training domains over unseen test domains. Previous work has shown that…
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…
Multiresolution Feature Guidance Based Transformer for Anomaly Detection
Shuting Yan, Pingping Chen, Honghui Chen +3
Anomaly detection is represented as an unsupervised learning to identify deviated images from normal images. In general, there are two main challenges of anomaly detection tasks, i…
MaskCon: Masked Contrastive Learning for Coarse-Labelled Dataset
Chen Feng, Ioannis Patras
Deep learning has achieved great success in recent years with the aid of advanced neural network structures and large-scale human-annotated datasets. However, it is often costly an…
Adaptive Soft Contrastive Learning
Chen Feng, Ioannis Patras
Self-supervised learning has recently achieved great success in representation learning without human annotations. The dominant method -- that is contrastive learning, is generally…