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20192022
most citedDistribution-aware Margin Calibration for Semantic Segmentation in Images

20 citations · 24 across the 7 of their papers we have counts for

collaborators

7 papers

cs.SI2022

Latent Evolution Model for Change Point Detection in Time-varying Networks

Yongshun Gong, Xue Dong, Jian Zhang +1

Graph-based change point detection (CPD) play an irreplaceable role in discovering anomalous graphs in the time-varying network. While several techniques have been proposed to dete…

cs.CV2022

Self-attention on Multi-Shifted Windows for Scene Segmentation

Litao Yu, Zhibin Li, Jian Zhang +1

Scene segmentation in images is a fundamental yet challenging problem in visual content understanding, which is to learn a model to assign every image pixel to a categorical label.…

cs.CV2022

Series Photo Selection via Multi-view Graph Learning

Jin Huang, Lu Zhang, Yongshun Gong +3

Series photo selection (SPS) is an important branch of the image aesthetics quality assessment, which focuses on finding the best one from a series of nearly identical photos. Whil…

cs.CV2021★ 20 cited

Distribution-aware Margin Calibration for Semantic Segmentation in Images

Litao Yu, Zhibin Li, Min Xu +3

The Jaccard index, also known as Intersection-over-Union (IoU), is one of the most critical evaluation metrics in image semantic segmentation. However, direct optimization of IoU s…

cs.LG2019★ 4 cited

Potential Passenger Flow Prediction: A Novel Study for Urban Transportation Development

Yongshun Gong, Zhibin Li, Jian Zhang +2

Recently, practical applications for passenger flow prediction have brought many benefits to urban transportation development. With the development of urbanization, a real-world de…

cs.LG2019

Sample Adaptive Multiple Kernel Learning for Failure Prediction of Railway Points

Zhibin Li, Jian Zhang, Qiang Wu +3

Railway points are among the key components of railway infrastructure. As a part of signal equipment, points control the routes of trains at railway junctions, having a significant…

cs.CV2019

Inferring the Importance of Product Appearance: A Step Towards the Screenless Revolution

Yongshun Gong, Jinfeng Yi, Dongdong Chen +3

Nowadays, almost all the online orders were placed through screened devices such as mobile phones, tablets, and computers. With the rapid development of the Internet of Things (IoT…