J
Jun Xiao
Researcher at Zhejiang University
Publications - 168
Citations - 7135
Jun Xiao is an academic researcher from Zhejiang University. The author has contributed to research in topics: Computer science & Question answering. The author has an hindex of 27, co-authored 139 publications receiving 4438 citations. Previous affiliations of Jun Xiao include Nanyang Technological University.
Papers
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Journal ArticleDOI
Retrieval-based cartoon gesture recognition and applications via semi-supervised heterogeneous classifiers learning
TL;DR: A heterogeneous cartoon gesture recognition method with applications that simultaneously integrate shared structure learning (SSL) and graph-based transductive learning into a joint framework to learn reliable classifiers on heterogeneous features.
Proceedings Article
Fairness-aware Contrastive Learning with Partially Annotated Sensitive Attributes
Posted Content
Evaluation Framework For Large-scale Federated Learning.
TL;DR: This paper introduces a framework designed for large-scale federated learning which consists of approaches to generating dataset and modular evaluation framework, and constructs a suite of open-source non-IID datasets by providing three respects including covariate shift, prior probability shift, and concept shift.
Proceedings ArticleDOI
Explicit Image Caption Editing
TL;DR: This paper proposes the first ECE model: TIger, a non-autoregressive transformer-based model, consisting of three modules: Tagger del, Tagger add, and Inserter, which can translate the reference caption into a refined one.
Proceedings ArticleDOI
Instance-wise or Class-wise? A Tale of Neighbor Shapley for Concept-based Explanation
TL;DR: Zhang et al. as mentioned in this paper proposed a novel concept-based NEighbor Shapley approach (dubbed as CONE-SHAP) to evaluate the importance of each concept by considering its physical and semantic neighbors, and interpret model knowledge with both instance-wise and class-wise explanations.