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研究领域:人工智能、计算机视觉
刘文瑜,博士。2024年毕业于浙江大学获计算机技术专业博士学位。主要从事计算机视觉和人工智能安全等方面的研究工作,近年来在AAAI、NeurIPS、IEEE Transactions on Circuits and Systems for Video Technology和IEEE Transactions on Pattern Analysis and Machine Intelligence等CCF推荐的顶级会议和期刊上发表数篇学术论文。同时担任CVPR、ICCV、ECCV、ACM MM以及IEEE TIP、IEEE TCSVT、IEEE TITS、IEEE TMM等国际期刊和会议的审稿人。
1. 2012.9-2016.6, 哈尔滨工程大学,通信工程,本科
2. 2016.9-2019.6, 北京大学,电子与通信工程,硕士
3. 2019.7-2020.8, 小米人工智能实验室,视觉组,算法工程师
4. 2020.9-2024.6,浙江大学,计算机技术,博士
5. 2020.11-2023.11,阿里巴巴,达摩院,实习算法工程师
在AAAI、NeurIPS、CVPR、IEEE TITS和IEEE TCSVT等国际顶级会议/期刊发表多篇论文,Google Scholar被引500余次,申请专利两项,部分成果如下:
1.Wenyu Liu, Gaofeng Ren, Runsheng Yu, Shi Guo, Jianke Zhu*, Lei Zhang, “Image-Adaptive YOLO for Object Detection in Adverse Weather Conditions”, AAAI2022. CCF A类会议
2.Wenyu Liu, Wentong Li, Jianke Zhu*, and Lei Zhang, “Improving Nighttime Driving-Scene Segmentation via Dual Image-adaptive Learnable Filters.” IEEE TCSVT 2023. 中科院一区TOP期刊
3.Wenyu Liu, Song Wang, Jianke Zhu*, and Lei Zhang, “Domain Adaptation Transformer for Unsupervised Driving-Scene Segmentation in Adverse Conditions .” IEEE TITS 2024 中科院一区TOP期刊
4.Wentong Li, Wenyu Liu, Jianke Zhu*, Miaomiao Cui, Xiansheng Hua, Lei Zhang, “Box-supervised Instance Segmentation with Level Set Evolution,” ECCV2022. CCF B类会议
5. Wentong Li, Wenyu Liu, Jianke Zhu, Lei Zhang,Box2mask: Box-supervised instance segmentation via level set evolution IEEE TPAMI 2024. 中科院一区TOP期刊
6. Song Wang, Wentong Li, Wenyu Liu, Jianke Zhu*, “LiDAR2Map: In Defense of LiDAR-Based Semantic Map Construction Using Online Camera Distillation”, CVPR2023. CCF A类会议
7. Runsheng Yu*, Wenyu Liu*, Yasen Zhang, Deli Zhao, Bo Zhang, “Deepexposure: Learning to expose photos with asynchronously reinforced adversarial learning”, NeurIPS2018. CCF A类会议
8. 葛仕明;刘文瑜;赵胜伟 ,“一种基于视觉的空间定位方法” ZL201810220678.9
9. 朱建科;刘文瑜;李文通 ,一种图像自适应的雾天自动驾驶场景目标检测方法,