From the 1 of 3.8k papers with an AI index.
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- Institute for High Energy PhysicsES1.8k papers
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3,804 papers
AliO: Output Alignment Matters in Long-Term Time Series Forecasing
Kwangryeol Park, Jaeho Kim, Seulki Lee
Long-term Time Series Forecasting (LTSF) tasks, which leverage the current data sequence as input to predict the future sequence, have become increasingly crucial in real-world app…
SpecRegMatch: Robust Semi-Supervised Regression for Vehicle Interior Noise Prediction
Sejin Sim, Jinsoo Bae, Seoung Bum Kim
The rapid advancement of artificial intelligence has observed increased application in predicting vehicle interior noise levels within the automotive industry. However, the collect…
WhiteCon: Semi-Supervised Domain Adaptation Regression Through Whitening Transform and Dual Consistency
Se Jin Sim, Seoung Bum Kim
Domain adaptation is crucial for addressing distributional shifts that degrade model performance across domains. While most existing research has centered on classification, semi-s…
Electric Vehicle Charging Station Location Selection using Geospatial Artificial Intelligence (GeoAI)
Eun Hak Lee, Euntak Lee
As electric vehicle (EV) adoption increases, ensuring efficient and well-distributed charging infrastructure has become a critical challenge. While many EV charging station locatio…
InterHier: Learning Interconnected Hierarchical Semantics for Open-Vocabulary Object Detection
Yeong-Jin Kim, Ho-Joong Kim, Seong-Whan Lee
In this paper, we investigate the limitations of fixed, hand-crafted connectors in hierarchical semantic representations for open-vocabulary object detection. Existing methods esta…
Automated Dental Caries Segmentation in Panoramic Radiographs Using Dual-Stage Deep Learning
Jihun Kim, Kyeonghun Kim, Jong-yeol Lee +2
Early detection of dental caries remains challenging due to limitations in traditional diagnostic methods, particularly for proximal lesions in posterior teeth. Deep learning model…