黄怀波 中国科学院自动化研究所
副研究员、硕导
北京市科技新星创新新星
北京市科协青年人才托举工程
中国科学院青年创新促进会会员
电子邮件: huaibo.huang@cripac.ia.ac.cn
通信地址: 北京市海淀区中关村东路95号
邮政编码: 100190
研究领域
生成式人工智能、深度学习网络架构、多模态大模型、图像恢复和增强
招生信息
招生专业
招生方向
工作经历
2013-09--2016-01 北京航空航天大学 硕士
2007-09--2012-07 西安交通大学 学士
工作简历
社会兼职
2019-11-10-今,中国图象图形学学会视觉大数据专委会, 委员
专利与奖励
奖励信息
专利成果
出版信息
近几年在人工智能领域国际权威期刊和会议发表论文共计50余篇,其中CCF-A类论文30篇,包含TPAMI 2篇、IJCV 5篇、NeurIPS 5篇、CVPR 8篇、ICCV 3篇;出版Springer专著1部。以第一作者和通讯作者身份发表TPAMI 1篇、IJCV 2篇、NeurIPS 2篇、CVPR 4篇、ICCV 1篇。
全部论文列表参考:谷歌学术
期刊论文
Huaibo Huang, Mandi Luo, Ran He. Memory Uncertainty Learning for Real-World Single Image Deraining. Trans. Pattern Analysis and Machine Intelligence (TPAMI), 2022. (IF: 23.6,CCF-A,人工智能领域顶级期刊)
Huaibo Huang, Aijing Yu, Zhenhua Chai, Ran He, Tieniu Tan. Selective Wavelet Attention Learning for Single Image Deraining. International Journal of Computer Vision (IJCV), 2021. (IF: 19.5,CCF-A,计算机视觉领域顶级期刊)
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. (IF: 19.5,CCF-A,计算机视觉领域顶级期刊)
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)(IF: 19.5,CCF-A,计算机视觉领域顶级期刊)
Chaoyou Fu, Xiang Wu, Yibo Hu, Huaibo Huang, Ran He. DVG-Face: Dual Variational Generation for Heterogeneous Face Recognition. Trans. Pattern Analysis and Machine Intelligence (TPAMI), 2021. (IF: 23.6,CCF-A,人工智能领域顶级期刊)
Aijing Yu, Haoxue Wu, Huaibo Huang, Zhen Lei, Ran He. LAMP-HQ: A Large-Scale Multi-Pose High-Quality Database for NIR-VIS Face Recognition. International Journal of Computer Vision (IJCV), 2021. (IF: 19.5,CCF-A,计算机视觉领域顶级期刊)
Xin Zheng, Yanqing Guo, Huaibo Huang, Yi Li, Ran He. A Survey to Deep Facial Attribute Analysis. International Journal of Computer Vision (IJCV), 2020. (IF: 19.5,CCF-A,计算机视觉领域顶级期刊)
Jianze Wei, Huaibo Huang, Yunlong Wang, Ran He, Zhenan Sun. Towards More Discriminative and Robust Iris Recognition by Learning Uncertain Factors. IEEE Transactions on Information Forensics & Security (TIFS), 2022. (IF: 6.8,CCF-A,信息安全领域顶级期刊)
Jianze Wei, Yunlong Wang, Huaibo Huang, Ran He, Zhenan Sun, Xingyu Gao. Contextual Measures for Iris Recognition. IEEE Transactions on Information Forensics & Security (TIFS), 2022. (IF: 6.8,CCF-A,信息安全领域顶级期刊)
Mandi Luo, Haoxue Wu, Huaibo Huang, Weizan He, Ran He. Memory-Modulated Transformer Network for Heterogeneous Face Recognition. IEEE Transactions on Information Forensics & Security (TIFS), 2022. (IF: 6.8,CCF-A,信息安全领域顶级期刊)
Xiaoqiang Zhou, Huaibo Huang, Zilei Wang, Ran He. RISTRA: Recursive Image Super-resolution Transformer with Relativistic Assessment. IEEE Transactions on Multimedia (TMM), 2024. (IF: 7.3, CCF-B, 多媒体领域权威期刊)
Xin Zheng, Huaibo Huang, Yanqing Guo, Ran He. BLAN: Bi-directional Ladder Attentive Network for Facial Attribute Prediction. Pattern Recognition (PR), 2020. (IF: 8,CCF-B,模式识别领域权威期刊)
Xin Ma, Xiaoqiang Zhou, Huaibo Huang, Gengyun Jia, Zhenhua Chai, Xiaolin Wei. Contrastive Attention Network with the Dense Field Estimation for Face Completion. Pattern Recognition (PR), 2021. (IF: 8,CCF-B,模式识别领域权威期刊)
会议论文
- Huaibo Huang, Xiaoqiang Zhou, Jie Cao, Ran He, Tieniu Tan. Vision Transformer with Super Token Sampling. Computer Vision and Pattern Recognition (CVPR), 2023. (CCF-A,计算机视觉领域顶级会议)
- Huaibo Huang, Xiaoqiang Zhou, Ran He. Orthogonal Transformer: An Efficient Vision Transformer Backbone with Token Orthogonalization. Neural Information Processing Systems (NeurIPS), 2022. (CCF-A,机器学习领域顶级会议)
- Huaibo Huang, Aijing Yu, Ran He. Memory Oriented Transfer Learning for Semi-Supervised Image Deraining. Computer Vision and Pattern Recognition (CVPR), 2021. (CCF-A,计算机视觉领域顶级会议)
- 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. (CCF-A,机器学习领域顶级会议)
- 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. (CCF-A,计算机视觉领域顶级会议)
- 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. (Co-first author)(CCF-B, 计算机视觉领域顶级会议)
- Yuang Ai, Huaibo Huang*, Xiaoqiang Zhou, Jiexiang Wang, Ran He. Multimodal Prompt Perceiver: Empower Adaptiveness, Generalizability and Fidelity for All-in-One Image Restoration. Computer Vision and Pattern Recognition (CVPR), 2024. (Corresponding author) (CCF-A,计算机视觉领域顶级会议)
- Yuang Ai, Xiaoqiang Zhou, Huaibo Huang*, Lei Zhang, Ran He. Uncertainty-Aware Source-Free Adaptive Image Super-Resolution with Wavelet Augmentation Transformer. Computer Vision and Pattern Recognition (CVPR), 2024.(Corresponding author) (CCF-A,计算机视觉领域顶级会议)
- Qihang Fan, Huaibo Huang, Mingrui Chen, Hongmin Liu, Ran He. RMT: Retentive Networks Meet Vision Transformers. Computer Vision and Pattern Recognition (CVPR), 2024. (CCF-A,计算机视觉领域顶级会议)
Qihang Fan, Huaibo Huang, Xiaoqiang Zhou, Ran He. Lightweight Vision Transformer with Bidirectional Interaction. Neural Information Processing Systems (NeurIPS), 2023.(CCF-A,机器学习领域顶级会议)
Rui Wang, Pei Pei Li, Huaibo Huang, Chunshui Cao, Ran He, Zhaofeng He. Learning-to-Rank Meets Language: Boosting Language-Driven Ordering Alignment for Ordinal Classification. Neural Information Processing Systems (NeurIPS), 2023.(CCF-A,机器学习领域顶级会议)
Xiaoqiang Zhou, Huaibo Huang, Zilei Wang, Jie Hu, Ran He, Tieniu Tan. MSRA-SR: Image Super-resolution Transformer with Multi-scale Shared Representation Acquisition. International Conference on Computer Vision (ICCV), 2023. (CCF-A,计算机视觉领域顶级会议)
- Peipei Li, Rui Wang, Huaibo Huang, Ran He, Zhaofeng He. Pluralistic Aging Diffusion Autoencoder. International Conference on Computer Vision (ICCV), 2023. (CCF-A,计算机视觉领域顶级会议)
- Gengyun Jia, Huaibo Huang, Chaoyou Fu, Ran He. Rethinking Image Cropping: Exploring Diverse Compositions from Global Views. Computer Vision and Pattern Recognition (CVPR), 2022. (CCF-A,计算机视觉领域顶级会议)
- Xin Xie, Yi Li, Huaibo Huang, Haiyan Fu, Wanwan Wang, Yanqing Guo. Artistic Style Discovery With Independent Components. Computer Vision and Pattern Recognition (CVPR), 2022. (CCF-A,计算机视觉领域顶级会议)
- Gege Gao, Huaibo Huang, Chaoyou Fu, Zhaoyang Li, Ran He. Information Bottleneck Disentanglement for Identity Swapping. Computer Vision and Pattern Recognition (CVPR), 2021. (CCF-A,计算机视觉领域顶级会议)
- Zi Wang, Huaibo Huang, Aihua Zheng, Ran He. Heterogeneous Test-time Training for Multi-modal Person Re-identification. AAAI Conference on Artificial Intelligence (AAAI), 2024.(CCF-A,人工智能领域顶级会议)
- Xiang Wu, Huaibo Huang, Vishal Patel, Ran He, Zhenan Sun. Disentangled Variational Representation for Heterogeneous Face Recognition. AAAI Conference on Artificial Intelligence (AAAI), 2019.(CCF-A,人工智能领域顶级会议)
- Weikuo Guo, Huaibo Huang, Xiangwei Kong, Ran He. Learning Disentangled Representation for Cross-Modal Retrieval with Deep Mutual Information Estimation. ACM International Conference on Multimedia (ACMMM), 2019.(CCF-A,人工智能领域顶级会议)
- Chaoyou Fu, Xiang Wu, Yibo Hu, Huaibo Huang, Ran He. Dual Variational Generation for Low-Shot Heterogeneous Face Recognition. Neural Information Processing Systems (NeurIPS), 2019.(CCF-A,机器学习领域顶级会议)
- Jie Cao, Huaibo Huang, Yi Li, Jingtuo Liu, Ran He, Zhenan Sun. Informative Sample Mining Network for Multi-Domain Image-to-Image Translation. European Conference on Computer Vision (ECCV), 2020. (CCF-B, 计算机视觉领域顶级会议)
- Hao Zhu, Huaibo Huang, Yi Li, Aihua Zheng, Ran He. Arbitrary Talking Face Generation via Attentional Audio-Visual Coherence Learning. International Joint Conference on Artificial Intelligence (IJCAI), 2020. (CCF-A,人工智能领域顶级会议)
- Rui Wang, Huaibo Huang, Xufeng Zhang, Jixin Ma, Aihua Zheng. A Novel Distance Learning for Elastic Cross Modal Audio-Visual Matching. Workshops: 2019 IEEE International Conference on Multimedia and Expo (ICMEW), 2019. (Best Student Paper) (CCF-B, 计算机图形学与多媒体领域权威会议)