Lixiang RuPh.DSchool of Computer Science, Wuhan University.
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I'm currently a computer vision researcher at Ant Group. I received my Ph.D degree from the School of Computer Science, Wuhan University, in 2023. Before that, I received my Bachelor's degree from School of Cyber Science and Engineering, Wuhan University.
My research interests include semantic segmentation, weakly-supervised semantic segmentation, self-supervised learning and other visual understanding problems.
Parameter-Efficient Complementary Expert Learning for Long-Tailed Visual Recognition
Lixiang Ru, Xin Guo, Lei Yu, Yingying Zhang, Jiangwei Lao, Jian Wang, Jingdong Chen, Yansheng Li, Ming Yang ACM Multimedia 2024 (ACM MM), 2024. [Paper] |
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Token Contrast for Weakly-Supervised Semantic
Segmentation
Lixiang Ru, Heliang Zheng, Yibing Zhan, Bo Du IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2023. [Paper][Code][Poster] |
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Learning Affinity from Attention: End-to-End
Weakly-Supervised Semantic Segmentation with Transformers
Lixiang Ru, Yibing Zhan, Baosheng Yu, Bo Du IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2022. [Paper][Code][Poster][Project] |
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Weakly-Supervised Semantic Segmentation with Visual Words
Learning and Hybrid
Pooling
Lixiang Ru, Bo Du, Yibing Zhan, Chen Wu International Journal of Computer Vision (IJCV), 2022. [Paper][Code] |
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Learning Visual Words for Weakly-Supervised
Semantic Segmentation
Lixiang Ru, Bo Du, Chen Wu International Joint Conference on Artificial Intelligence (IJCAI), 2021. [Paper][Code] [Slide] [Poster] |
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An Investigation of
Traffic Density Changes inside Wuhan during the COVID-19 Epidemic with GF-2 Time-Series
Images
Chen Wu, Yinong Guo, Haonan Guo, Jingwen Yuan, Lixiang Ru, Hongruixuan Chen, Bo Du, Liangpei Zhang International Journal of Applied Earth Observation and Geoinformation, 2021. [Paper] |
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Multi-Temporal Scene Classification and
Scene Change
Detection with Correlation based Fusion
Lixiang Ru, Bo Du, Chen Wu, IEEE Transactions on Image Processing (TIP), 2020. [Paper] [Code] [Dataset] |
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Unsupervised Deep Slow Feature
Analysis for Change Detection in Multi-Temporal Remote Sensing Images
Bo Du, Lixiang Ru, Chen Wu, Liangpei Zhang, IEEE Transactions on Geoscience and Remote Sensing (TGRS), 2019. [Paper] [Code] |