31 citations · 74 across the 18 of their papers we have counts for
5 papers · 1 filter
Logographic Character Visual Pretraining via Semantic-based Contrastive Learning
Daqian Shi, Wei Cao, Xiaoyu Zheng +3
Current deep learning-based character vision studies, e.g., text recognition, character image denoising, and historical text completion, are offering new solutions for learning, ma…
Cross-Source Supervision for Bone Infection Segmentation in Dual-Modality PET-CT
Zonglin Yang, Xiaolei Diao, Jishizhan Chen +5
Early and accurate diagnosis and lesion localization of bone infections are crucial for clinical treatment. PET-CT integrates anatomical information from CT with metabolic informat…
Zero-Shot Chinese Character Recognition via Global-Local Dual-Branch Alignment and Hierarchical Inference
Wei Cao, Hao Xu, Xiaolei Diao
Chinese character categories are extremely large, and unseen characters frequently arise in open-world scenarios, making zero-shot Chinese character recognition an important yet ch…
RAG4Outcome: A Retrieval-Augmented Multimodal Framework for Prognostic Prediction in Chronic Osteomyelitis
Daqian Shi, Pei Han, Jishizhan Chen +4
Chronic osteomyelitis presents substantial prognostic challenges due to its high recurrence risk and complex postoperative recovery trajectories. Traditional assessment often relie…
Crowdsourcing of Real-world Image Annotation via Visual Properties
Xiaolei Diao, Fausto Giunchiglia
Recent advances in data-centric artificial intelligence highlight inherent limitations in object recognition datasets. One of the primary issues stems from the semantic gap problem…