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电子邮件：huaibo.huang@ia.ac.cn |
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通信地址：北京市海淀区中关村东路95号智能化大厦 |
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邮政编码：100190 |
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个人主页：http://cripac.ia.ac.cn/CN/column/item201.shtml |
个人简介
博士、中国科学院自动化研究所副研究员，中国图象图形学会视觉大数据专委会委员，北京图象图形学学会理事。2019年在中国科学院大学人工智能学院获得博士学位。主要研究方向包括计算机视觉、图像处理、深度合成与鉴别等。目前已在人工智能领域权威期刊和会议上发表40多篇文章，其中CCF-A类20篇，包括TPAMI、IJCV、NeurIPS、CVPR、ICCV 和ECCV等，出版Springer专著一部。长期担任人工智能领域权威期刊IEEE TPAMI、TIP、TNNLS、TIFS、PR以及领域顶级学术会议NeurIPS、ICML、ICLR、CVPR、ICCV等审稿人。入选北京市科协青年人才托举工程和中国科学院青年创新促进会，曾获得北京市优秀毕业生、中国科学院院长奖， ICME研讨会最佳学生论文奖等荣誉。
代表性著作
1 Huaibo Huang, Mandi Luo, Ran He. Memory Uncertainty Learning for Real-World Single Image Deraining. Trans. Pattern Analysis and Machine Intelligence (TPAMI), 2022.
2 Huaibo Huang, Aijing Yu, Zhenhua Chai, Ran He, Tieniu Tan. Selective Wavelet Attention Learning for Single Image Deraining.International Journal of Computer Vision (IJCV), 129(4): 1282-1300, 2021.
3 Huaibo Huang, Ran He, Zhenan Sun, Tieniu Tan. Wavelet Domain Generative Adversarial Network for Multi-scale Face Hallucination. International Journal of Computer Vision (IJCV), 127(6-7): 763-784, 2019.
4 Huaibo Huang, Xiaoqiang Zhou, Ran He. Orthogonal Transformer: An Efficient Vision Transformer Backbone with Token Orthogonalization. Neural Information Processing Systems (NeurIPS), 2022.
5 Huaibo Huang, Aijing Yu, Ran He. Memory Oriented Transfer Learning for Semi-Supervised Image Deraining. Computer Vision and Pattern Recognition (CVPR), 2021.
6 Huaibo Huang, Zhihang Li, Ran He, Zhenan Sun, Tieniu Tan. IntroVAE: Introspective Variational Autoencoders for Photographic Image Synthesis. Neural Information Processing Systems (NeurIPS), 2018: 52-63.
7 Huaibo Huang, Ran He, Zhenan Sun, Tieniu Tan. Wavelet-SRNet: A Wavelet-based CNN for Multi-scale Face Super Resolution. International Conference on Computer Vision (ICCV), 2017: 1698-1706.
8 Yi Li#, Huaibo Huang#, Jie Cao, Ran He, Tieniu Tan. Disentangled Representation Learning of Makeup Portraits in the Wild. International Journal of Computer Vision (IJCV), 2020, 128: 2166–2184. (Co-first author)
9 Peipei Li#, Huaibo Huang#, Yibo Hu, Xiang Wu, Ran He, Zhenan Sun. Hierarchical Face Aging through Disentangled Latent Characteristics. European Conference on Computer Vision (ECCV), 2020. (Oral, Co-first author)
10 Yi Li, Huaibo Huang, Ran He, Tieniu Tan. Heterogeneous Facial Analysis and Synthesis. Springer, 2020.
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