News
2024-02: Depth Anything is accepted by CVPR 2024.
2023-12: I am awarded the NeurIPS 2023 Outstanding Reviewer.
2023-09: One paper on generative perception is accepted by NeurIPS 2023.
2023-09: I start at HKU as a PhD student.
2023-07: Two papers on semi-supervised learning and semantic segmentation are accepted by ICCV 2023.
2023-02: Two papers on semi-supervised semantic segmentation are accepted by CVPR 2023.
2023-02: I am awarded the HKU Presidential PhD Scholarship.
2022-03: One paper on semi-supervised semantic segmentation is accepted by CVPR 2022.
2021-10: I am awarded the National Scholarship.
2021-07: One paper on few-shot segmentation is accepted by ICCV 2021 as an Oral presentation.
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Depth Anything: Unleashing the Power of Large-Scale Unlabeled Data
Lihe Yang, Bingyi Kang, Zilong Huang, Xiaogang Xu, Jiashi Feng, Hengshuang Zhao
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2024
Project page / Paper /
Code / Demo / Media
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FreeMask: Synthetic Images with Dense Annotations Make Stronger Segmentation Models
Lihe Yang, Xiaogang Xu, Bingyi Kang, Yinghuan Shi, Hengshuang Zhao
Conference on Neural Information Processing Systems (NeurIPS), 2023
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Zhihu
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Shrinking Class Space for Enhanced Certainty in Semi-Supervised Learning
Lihe Yang, Zhen Zhao, Lei Qi, Yu Qiao, Yinghuan Shi, Hengshuang Zhao
IEEE International Conference on Computer Vision (ICCV), 2023
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Zhihu
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Diverse Cotraining Makes Strong Semi-Supervised Segmentor
Yijiang Li, Xinjiang Wang, Lihe Yang, Litong Feng, Wayne Zhang, Ying Gao
IEEE International Conference on Computer Vision (ICCV), 2023
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Revisiting Weak-to-Strong Consistency in Semi-Supervised Semantic Segmentation
Lihe Yang, Lei Qi, Litong Feng, Wayne Zhang, Yinghuan Shi
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2023
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Zhihu
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Augmentation Matters: A Simple-yet-Effective Approach to Semi-supervised Semantic Segmentation
Zhen Zhao, Lihe Yang, Sifan Long, Jimin Pi, Luping Zhou, Jingdong Wang
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2023
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ST++: Make Self-training Work Better for Semi-supervised Semantic Segmentation
Lihe Yang, Wei Zhuo, Lei Qi, Yinghuan Shi, Yang Gao
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2022
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Zhihu
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Mining Latent Classes for Few-shot Segmentation
Lihe Yang, Wei Zhuo, Lei Qi, Yinghuan Shi, Yang Gao
IEEE International Conference on Computer Vision (ICCV), 2021 (Oral)
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Contests
1st Place, SenseTime Remote Sensing Change Detection Competition, 30,000 RMB Bonus, 2020, Link | Code
2nd Place, The 8th CCF BDCI Remote Sensing Image Segmentation, 20,000 RMB Bonus, 2020, Link
2nd Place, Off Road Image Segmentation Challenge, 200,000 Yen Bonus, 2020, Link
2nd Place, BAAI Ultra-high Resolution EM Images Segmentation, 10,000 RMB Bonus, 2019, Link | Code
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Honors
NeurIPS Outstanding Reviewer, NeurIPS, 2023
HKU Presidential PhD Scholarship, The University of Hong Kong, 2023-2027
Tencent Scholarship, Nanjing University, 2022
First Prize Scholarship for Postgraduate Students, Nanjing University, 2020-2022
National Scholarship, Ministry of Education of P.R. China, 2021
First Prize of Excellent Undergraduate Thesis, Nanjing University, 2020
MICCAI Undergraduate Student Travel Award, MICCAI, 2019
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Academic Services
Conference Reviewer
- IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2022-2024
- IEEE International Conference on Computer Vision (ICCV), 2023
- European Conference on Computer Vision (ECCV), 2022
- Conference on Neural Information Processing Systems (NeurIPS), 2023
- International Conference on Learning Representations (ICLR), 2023-2024
- International Conference on Machine Learning (ICML), 2024
- AAAI Conference on Artificial Intelligence (AAAI), 2024
- International Joint Conference on Artificial Intelligence (IJCAI), 2024
Journal Reviewer
- IEEE Transactions on Image Processing (TIP)
- IEEE Transactions on Neural Networks and Learning Systems (TNNLS)
- IEEE Transactions on Circuits and Systems for Video Technology (TCSVT)
- IEEE Transactions on Geoscience and Remote Sensing (TGRS)
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