From the 1 of 54 papers with an AI index.
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4 papers · 1 filter
SafeBuild-Bench: A Temporal-Robust Construction Safety Benchmark with Graph-Enhanced Data Mining
Yi Cui, Zilin Wang, Yijie Xu +5
Construction-safety models must handle concrete deployment risks, such as a worker standing near a scaffold edge without guardrails, rather than only recognize common objects in cu…
Evidence-Guided Unknown Rejection for High-Confidence Near-Known Unknowns
Xi Chen, Yingjun Xiao, Gang Fang
Open-set recognition systems face a neglected failure mode: high-confidence near-known unknowns, which lie outside the known label set but are close enough to known classes that a…
Community-aware evaluation and threshold calibration for open-set plankton image recognition
Xi Chen, Eryuan Huang, Yingjun Xiao +1
Automated plankton image recognition is increasingly used in aquatic ecosystem monitoring, but deployed classifiers inevitably encounter unseen taxa and non-target particles. Open-…
LLHA-Net: A Hierarchical Attention Network for Two-View Correspondence Learning
Shuyuan Lin, Yu Guo, Xiao Chen +3
Establishing the correct correspondence of feature points is a fundamental task in computer vision. However, the presence of numerous outliers among the feature points can signific…