Search Results for author: Sijia Du

Found 3 papers, 2 papers with code

Towards Discriminative Representation with Meta-learning for Colonoscopic Polyp Re-Identification

no code implementations2 Aug 2023 Suncheng Xiang, Qingzhong Chen, Shilun Cai, Chengfeng Zhou, Crystal Cai, Sijia Du, Zhengjie Zhang, Yunshi Zhong, Dahong Qian

Colonoscopic Polyp Re-Identification aims to match the same polyp from a large gallery with images from different views taken using different cameras and plays an important role in the prevention and treatment of colorectal cancer in computer-aided diagnosis.

Meta-Learning Retrieval

Learning Discriminative Visual-Text Representation for Polyp Re-Identification

1 code implementation20 Jul 2023 Suncheng Xiang, Cang Liu, Sijia Du, Dahong Qian

Colonoscopic Polyp Re-Identification aims to match a specific polyp in a large gallery with different cameras and views, which plays a key role for the prevention and treatment of colorectal cancer in the computer-aided diagnosis.

Clustering Contrastive Learning +1

Trusting the Explainers: Teacher Validation of Explainable Artificial Intelligence for Course Design

1 code implementation17 Dec 2022 Vinitra Swamy, Sijia Du, Mirko Marras, Tanja Käser

Deep learning models for learning analytics have become increasingly popular over the last few years; however, these approaches are still not widely adopted in real-world settings, likely due to a lack of trust and transparency.

Explainable artificial intelligence

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