Search Results for author: Shuyi Zhang

Found 5 papers, 2 papers with code

Bilateral Unsymmetrical Graph Contrastive Learning for Recommendation

no code implementations22 Mar 2024 Jiaheng Yu, Jing Li, Yue He, Kai Zhu, Shuyi Zhang, Wen Hu

Recent methods utilize graph contrastive Learning within graph-structured user-item interaction data for collaborative filtering and have demonstrated their efficacy in recommendation tasks.

Collaborative Filtering Contrastive Learning +1

YOLOPv2: Better, Faster, Stronger for Panoptic Driving Perception

2 code implementations24 Aug 2022 Cheng Han, Qichao Zhao, Shuyi Zhang, Yinzi Chen, Zhenlin Zhang, Jinwei Yuan

Over the last decade, multi-tasking learning approaches have achieved promising results in solving panoptic driving perception problems, providing both high-precision and high-efficiency performance.

Autonomous Driving Drivable Area Detection +5

Snow Mask Guided Adaptive Residual Network for Image Snow Removal

no code implementations11 Jul 2022 Bodong Cheng, Juncheng Li, Ying Chen, Shuyi Zhang, Tieyong Zeng

Recently, some methods have been proposed for snow removing, and most methods deal with snow images directly as the optimization object.

Image Restoration object-detection +4

Cautionary Tales on Air-Quality Improvement in Beijing

no code implementations Proceedings of the Royal Society A 2017 Shuyi Zhang, Bin Guo, Anlan Dong, Jing He, Ziping Xu, Song Xi Chen

While this statistic offered some relief for the inhabitants of the capital, we present several analyses based on Beijing's PM2. 5 data of the past 4 years at 36 monitoring sites along with meteorological data of the past 7 years.

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