365 citations
- Xiamen UniversityCN142 papers
- Chinese Academy of SciencesCN29 papers
- National Astronomical ObservatoriesCN15 papers
- University of Chinese Academy of SciencesCN15 papers
- University of Science and Technology of ChinaCN12 papers
- Nanjing UniversityCN11 papers
- Peking UniversityCN11 papers
- Shanghai Astronomical ObservatoryCN9 papers
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31 papers · 1 filter
OPERA: Offline Policy-guided Expert Routing and Adaptation for Universal Biomedical Image Analysis
Zihan Li, Feiyang Liu, Dandan Shan +2
Biomedical image analysis spans diverse modalities and tasks, yet real-world deployment is hindered by severe distribution shifts across scanners, protocols, and patient population…
Federated Modality-specific Encoders and Partially Personalized Fusion Decoder for Multimodal Brain Tumor Segmentation
Hong Liu, Dong Wei, Qian Dai +3
Most existing federated learning (FL) methods for medical image analysis only considered intramodal heterogeneity, limiting their applicability to multimodal imaging applications.…
TextMamba: Scene Text Detector with Mamba
Qiyan Zhao, Yue Yan, Da-Han Wang
In scene text detection, Transformer-based methods have addressed the global feature extraction limitations inherent in traditional convolution neural network-based methods. Howeve…
Seeing Symbols, Missing Cultures: Probing Vision-Language Models' Reasoning on Fire Imagery and Cultural Meaning
Haorui Yu, Yang Zhao, Yijia Chu +1
Vision-Language Models (VLMs) often appear culturally competent but rely on superficial pattern matching rather than genuine cultural understanding. We introduce a diagnostic frame…
The Effectiveness of a Simplified Model Structure for Crowd Counting
Lei Chen, Xinghang Gao, Fei Chao +6
In the field of crowd counting research, many recent deep learning based methods have demonstrated robust capabilities for accurately estimating crowd sizes. However, the enhanceme…
The TopCoW Challenge -- Topology-Aware Circle of Willis Segmentation for CT and MR Angiography
Kaiyuan Yang, Fabio Musio, Yihui Ma +112
The Circle of Willis (CoW) is an important network of arteries connecting major circulations of the brain. Its vascular architecture is believed to influence the risk, severity, an…