Search Results for author: Yujiao Wu

Found 5 papers, 2 papers with code

Beyond Known Clusters: Probe New Prototypes for Efficient Generalized Class Discovery

1 code implementation13 Apr 2024 Ye Wang, Yaxiong Wang, Yujiao Wu, Bingchen Zhao, Xueming Qian

To counteract this inefficiency, we opt to cluster only the unlabelled instances and subsequently expand the cluster prototypes with our introduced potential prototypes to fast explore novel classes.

Clustering Contrastive Learning

Dual Relation Alignment for Composed Image Retrieval

no code implementations5 Sep 2023 Xintong Jiang, Yaxiong Wang, Yujiao Wu, Meng Wang, Xueming Qian

Unlike the general image-text retrieval problem with only one alignment relation, i. e., image-text, we argue for the existence of two types of relations in composed image retrieval.

Image Retrieval Implicit Relations +3

Towards Unified Text-based Person Retrieval: A Large-scale Multi-Attribute and Language Search Benchmark

1 code implementation5 Jun 2023 Shuyu Yang, Yinan Zhou, Yaxiong Wang, Yujiao Wu, Li Zhu, Zhedong Zheng

To verify the feasibility of learning from the generated data, we develop a new joint Attribute Prompt Learning and Text Matching Learning (APTM) framework, considering the shared knowledge between attribute and text.

Attribute Image-text matching +7

DeepMMSA: A Novel Multimodal Deep Learning Method for Non-small Cell Lung Cancer Survival Analysis

no code implementations12 Jun 2021 Yujiao Wu, Jie Ma, Xiaoshui Huang, Sai Ho Ling, Steven Weidong Su

To improve the survival prediction accuracy and help prognostic decision-making in clinical practice for medical experts, we for the first time propose a multimodal deep learning method for non-small cell lung cancer (NSCLC) survival analysis, named DeepMMSA.

Decision Making Multimodal Deep Learning +2

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