簡 歷：
闞美娜，研究員，博士生導(dǎo)師。研究領(lǐng)域?yàn)橛?jì)算機(jī)視覺，尤其具身視覺、遷移學(xué)習(xí)、人臉識別、圖像編輯與生成等問題。相關(guān)成果在TPAMI、IJCV、CVPR、ICCV等相關(guān)領(lǐng)域主流國際期刊與會議上面發(fā)表論文40余篇，谷歌學(xué)術(shù)引用5000余次。作為負(fù)責(zé)人承擔(dān)國家自然科學(xué)基金優(yōu)青項(xiàng)目、面上項(xiàng)目、青年項(xiàng)目等，并參與多項(xiàng)國家重點(diǎn)研發(fā)、基金重點(diǎn)、基金面上及企業(yè)合作等課題。此外，獲FG 2015 PaSC視頻人臉識別競賽第一名、ICCV 2015社會年齡估計(jì)競賽第二名、CVPR 2017面部關(guān)鍵點(diǎn)定位第二名。獲2014年中國計(jì)算機(jī)學(xué)會優(yōu)秀博士學(xué)位論文獎、2014中科院優(yōu)秀博士學(xué)位論文獎、2016年中國計(jì)算機(jī)學(xué)會青年人才發(fā)展計(jì)劃、2018年中國圖象圖形學(xué)學(xué)會石青云女科學(xué)家獎青年獎、2019年北京市科技新星計(jì)劃、中科院計(jì)算所優(yōu)秀員工以及卓越之星等。?
2023年9月?—?今：中國科學(xué)院計(jì)算技術(shù)研究所，研究員?
2015年9月 — 2023年9月：中國科學(xué)院計(jì)算技術(shù)研究所，副研究員?
2013年9月 — 2015年9月：中國科學(xué)院計(jì)算技術(shù)研究所，助理研究員?
2007年9月 — 2013年7月：中國科學(xué)院計(jì)算技術(shù)研究所，博士?
2011年1月 — 2011年9月：新加坡南洋理工大學(xué)，交流生?
2003年7月— 2007年9月：山東大學(xué)，計(jì)算機(jī)學(xué)院，學(xué)士?
主要論著：
1.?Yude Wang, Jie Zhang, Meina Kan, Shiguang Shan, Xilin Chen. BLPSeg: Balance the Label Preference in Scribble-Supervised Semantic Segmentation. IEEE Trans. on Image Processing (TIP), pp. 4921 – 4934, 2023.?
2.?Chunrui Han, Shiguang Shan, Meina Kan, Shuzhe Wu, and Xilin Chen, Personalized Convolution for Face Recognition, International Journal of Computer Vision (IJCV), pp. 344–362, 2022.?
3.?Nan Lai, Meina Kan, Chunrui Han, Xingguang Song, Shiguang Shan. Learning to Learn Adaptive Classifier-Predictor for Few Shot Learning. IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2020.?
4.?Shuzhe Wu, Meina Kan, Shiguang Shan, and Xilin Chen. Hierarchical Attention for Part-Aware Face Detection. International Journal of Computer Vision (IJCV), vo. 127, no. 6-7, pp 560–578, 2019.?
5.?Zhenliang He, Wangmeng Zuo, Meina Kan, Shiguang Shan, Xilin Chen. AttGAN: Facial Attribute Editing by Only Changing What You Want. IEEE Trans. on Image Processing (TIP), vol. 28, no. 11, pp. 5464 – 5478, 2019.?
6.?Meina Kan, Shiguang Shan,Haihong Zhang, Shihong Lao, and Xilin Chen. Multi-view Discriminant Analysis. IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2016.??
7.?Lanqing Hu,?Meina Kan,?Shiguang Shan,?Xilin Chen. DandelionNet: Domain Composition with Instance Adaptive Classification for Domain Generalization. IEEE/CVF International Conference on Computer Vision (ICCV), 2023.?
8.?Dongyang Liu, Meina Kan, Shiguang Shan, Xilin Chen. Function-Consistent Feature Distillation. International Conference on Learning Representations (ICLR), 2023.?
9.?Xuyang Guo, Meina Kan, Tianle Chen, Shiguang Shan. GAN with Multivariate Disentangling for Controllable Hair Editing. European Conference on Computer Vision (ECCV), 2022.?
10.?Yuanyuan Xu, Meina Kan, Shiguang Shan, Xilin Chen. Mutual Learning of Joint and Separate Domain Alignments for Multi-Source Domain Adaptation. EEE/CVF Winter Conference on Applications of Computer Vision (WACV), 2022.?
11.?Zhenliang He, Meina Kan, Shiguang Shan. EigenGAN: Layer-Wise Eigen-Learning for GANs. International Conference on Computer Vision (ICCV), 2021.?
12.?Lanqing Hu, Meina Kan, Shiguang Shan, Xilin Chen. Unsupervised Domain Adaptation With Hierarchical Gradient Synchronization. IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2020.?
13.?Yude Wang, Jie Zhang, Meina Kan, Shiguang Shan, Xilin Chen. Self-Supervised Equivariant Attention Mechanism for Weakly Supervised Semantic Segmentation. IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2020.?
14.?Zhenliang He, Meina Kan, Shiguang Shan, Xilin Chen. S^2GAN: Share Aging Factors across Ages and Share Aging Trends among Individuals. IEEE International Conference on Computer Vision (ICCV), 2019.?
15.?Xiaoyan Li, Meina Kan, Shiguang Shan, Xilin Chen. Weakly Supervised Object Detection with Segmentation Collaboration. IEEE International Conference on Computer Vision (ICCV), 2019.?
16.?Xijun Wang, Meina Kan, Shiguang Shan, Xilin Chen. Fully Learnable Group Convolution for Acceleration of Deep Neural Networks. IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2019.?
17.?Lanqing Hu, Meina Kan, Shiguang Shan, Xilin Chen. Duplex Generative Adversarial Network for Unsupervised Domain Adaptation. IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2018.?
18.?Xuepeng Shi, Shiguang Shan, Meina Kan, Shuzhe Wu, Xilin Chen. Real-Time Rotation-Invariant Face Detection With Progressive Calibration Networks. IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2018.?
19.?Chunrui Han, Shiguang Shan, Meina Kan, Shuzhe Wu, Xilin Chen. Face Recognition with Contrastive Convolution. European Conference on Computer Vision (ECCV), 2018.?
20.?Gang Zhang, Meina Kan, Shiguang Shan, Xilin Chen. Generative Adversarial Network with Spatial Attention for Face Attribute Editing. European Conference on Computer Vision (ECCV), 2018.?
闞美娜 研究員
研究方向：
所屬部門：智能信息處理重點(diǎn)實(shí)驗(yàn)室
導(dǎo)師類別：博導(dǎo)計(jì)算機(jī)應(yīng)用技術(shù)
聯(lián)系方式：kanmeina@ict.ac.cn
個(gè)人網(wǎng)頁：https://vipl.ict.ac.cn/people/~mnkan