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Meng Lan
Department of Electronic and Computer Engineering
Email: eemenglan AT ust.hk
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I am currently a Postdoctoral Research Fellow at Hong Kong University of Science and Technology, working with Prof. Xiaomeng Li. I obtained my Ph.D. degree from School of Computer Science, Wuhan University, advised by Prof. Lefei Zhang and Prof. Bo Du. My primary reasearch interests lie in Computer Vision, Video Understanding, Vision and Language.
I worked as an intern at JD Explore Academy, supervised by Dr. Jing Zhang and Prof. Dacheng Tao from Dec. 2020 to Apr. 2023.
I worked as an intern at JD Explore Academy, supervised by Dr. Jing Zhang and Prof. Dacheng Tao from Dec. 2020 to Apr. 2023.
Education
| School of Computer Science, Wuhan University Ph.D. in Computer Science Sep 2018 - June 2023 Advisor: Prof. Lefei Zhang collaborators: Prof. Bo Du, Prof. Dacheng Tao and Dr. Jing Zhang |
| School of Computer Science, Wuhan University Bachelor in Internet of Things Engineering Sep 2014 - June 2018 |
Publications List
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基于时空层级查询的指代视频目标分割
兰猛, 张乐飞, 杜博, 张良培 中国科学：信息科学, 2023 |
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Learning to Learn Better for Video Object Segmentation
M. Lan, J. Zhang, L. Zhang, D. Tao AAAI 2023 (Oral) |
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Coherence-aware context aggregator for fast video object segmentation
M. Lan, J. Zhang, Z. Wang Pattern Recognition, 2023 |
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Siamese Network with Interactive Transformer for Video Object Segmentation
M. Lan, J. Zhang, F. He, L. Zhang AAAI 2022 |
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Stagewise Unsupervised Domain Adaptation with Adversarial Self-Training for Road Segmentation of Remote Sensing Images
L. Zhang, M. Lan, J. Zhang, D. Tao IEEE Transactions on Geoscience and Remote Sensing, 2021 |
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Global context based automatic road segmentation via dilated convolutional neural network
M. Lan, Y. Zhang, L. Zhang, B. Du Information Sciences, 2020 |
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E3SN: Efficient End-to-End Siamese Network for Video Object Segmentation
M. Lan, Y. Zhang, Q. Xu, L. Zhang IJCAI, 2020 |
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Defect detection from UAV images based on region-based CNNs
M. Lan, Y. Zhang, L. Zhang, B. Du ICDMW, 2018 |
Academic Services
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Invited Reviewer for IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Invited Reviewer for IEEE International Conference on Computer Vision (ICCV) Invited Reviewer for International Joint Conferences on Artificial Intelligence (IJCAI) Invited Reviewer for IEEE International Conference on Multimedia & Expo (ICME) Invited Reviewer for The AAAI Conference on Artificial Intelligence (AAAI) Invited Reviewer for IEEE Transactions on Neural Networks and Learning Systems (TNNLS) Invited Reviewer for IEEE Transactions on Image Processing (TIP) Invited Reviewer for IEEE Transactions on Geoscience and Remote Sensing (TGRS) Invited Reviewer for IEEE Transactions on Circuits and Systems for Video Technology (TCSVT) Invited Reviewer for IEEE Geoscience and Remote Sensing Letters |
Awards and Honors
| Outstanding Graduate Student of Wuhan University， 2023 |
| Second Prize of Academic Innovation of Wuhan University， 2023 |
| Tencent Scholarship of Wuhan University， 2022 |
| Intern Star of the Quarter at JD Explore Academy， 2021 |
| Second Prize of Academic Innovation of Wuhan University， 2021 |
| 2018 IEEE International Conference on Data Mining DELL Workshops Best Paper |
CV Paper Writing & Presentation & Rebuttal & Review Skills
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How to write a good paper (By Prof. Jitendra Malik) [slides][video] How to write a good research paper (By Prof. Bill Freeman) [slides][video] Tips for preparing a clear talk (By Prof. Kristen Grauman) [slides][video] How to get your CVPR paper rejected (By Prof. Ming-Hsuan Yang) [slides] How to write a rebuttal (By Prof. Mang Ye) [Zhihu] How to write a good review (CVPR'20 Tutorial) [homepage links] How we write rebuttals (By Prof. Devi Parikh) [blog] |
Useful Links
| Awesome Computer Vision |
| Google AI Blog |
| 苏剑林科学空间 |
| Twenty things I wish I’d known when I started my PhD |
Last update: Nov, 2023.