5 papers
LadderMoE: Ladder-Side Mixture of Experts Adapters for Bronze Inscription Recognition
Rixin Zhou, Peiqiang Qiu, Qian Zhang +2
Bronze inscriptions (BI), engraved on ritual vessels, constitute a crucial stage of early Chinese writing and provide indispensable evidence for archaeological and historical studi…
ShiftedBronzes: Benchmarking and Analysis of Domain Fine-Grained Classification in Open-World Settings
Rixin Zhou, Honglin Pang, Qian Zhang +3
In real-world applications across specialized domains, addressing complex out-of-distribution (OOD) challenges is a common and significant concern. In this study, we concentrate on…
AI Mobile Application for Archaeological Dating of Bronze Dings
Chuntao Li, Ruihua Qi, Chuan Tang +4
We develop an AI application for archaeological dating of bronze Dings. A classification model is employed to predict the period of the input Ding, and a detection model is used to…
PairingNet: A Learning-based Pair-searching and -matching Network for Image Fragments
Rixin Zhou, Ding Xia, Yi Zhang +3
In this paper, we propose a learning-based image fragment pair-searching and -matching approach to solve the challenging restoration problem. Existing works use rule-based methods…
Multi-Granularity Archaeological Dating of Chinese Bronze Dings Based on a Knowledge-Guided Relation Graph
Rixin Zhou, Jiafu Wei, Qian Zhang +3
The archaeological dating of bronze dings has played a critical role in the study of ancient Chinese history. Current archaeology depends on trained experts to carry out bronze dat…