阚美娜，研究员，博士生导师。研究领域为具身智能、计算机视觉，尤其关注具身感知、具身导航、世界模型与具身学习等。相关成果在TPAMI、IJCV、CVPR、ICCV等相关领域主流国际期刊与会议上面发表论文60余篇，谷歌学术引用7000余次。作为负责人承担国家自然科学基金重大项目课题、优青项目、面上项目、青年项目等，并参与多项国家重点研发、基金重点、基金面上及企业合作等课题。此外，获北京市科技进步二等奖、公安部科学技术奖二等奖、FCS杰出论文奖、FG PaSC视频人脸识别竞赛第一名、ICCV 社会年龄估计竞赛第二名、CVPR面部关键点定位第二名。获中国计算机学会优秀博士学位论文奖、中国计算机学会青年人才发展计划、中国图象图形学学会石青云女科学家奖青年奖、北京市科技新星计划、国家自然科学基金委优青等。
教育经历
2007-2013 博士 中科院计算所 计算机应用技术
2003-2007 学士 山东大学 计算机科学与技术
学术经历
2023-至今 研究员 中科院计算所
2015-2023 副研究员 中科院计算所
2013-2015 助理研究员 中科院计算所
2011-2011 Project Officer 新加坡南洋理工大学
刊物服务
长期担任TPAMI、IJCV、TIP、PR、TNNLS等审稿人
会议服务
长期担任CVPR、ICCV、ECCV等会议审稿人
论文
1.Xiaolong Tang, Meina Kan, Shiguang Shan, Xilin Chen. Plan-R1: Safe and Feasible Trajectory Planning as Language Modeling. International Conference on Learning Representations (ICLR), 2026
2.Zuyan Zhao, Zhenliang He, Meina Kan, Shiguang Shan, Xilin Chen. UniPercept: A Unified Diffusion Model for Generalizable Visual Perception, IEEE/CVF Computer Vision and Pattern Recognition (CVPR), 2026.
3.Zongyao Xue, Meina Kan, Shiguang Shan, Xilin Chen. Feature Decomposition-Recomposition in Large Vision-Language Model for Few-Shot Class-Incremental Learning. IEEE/CVF International Conference on Computer Vision (ICCV), 2025.
4.Xinkuan Qiu, Meina Kan, Yongbin Zhou, Shiguang Shan. Benchmarking Multimodal Large Language Models Against Image Corruptions. IEEE/CVF International Conference on Computer Vision (ICCV), 2025.
5.Hao Liang, Meina Kan, Shiguang Shan, Xilin Chen. Task-Oriented Token Pruning for Efficient Object Detection and Segmentation. IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), 2025.
6.Lixuan Zhang, Meina Kan, Shiguang Shan, Xilin Chen. PreLAR: World Model Pre-training with Learnable Action Representation. European Conference on Computer Vision (ECCV) , 2024.
7.Xiaolong Tang, Meina Kan, Shiguang Shan, Zhilong Ji, Jinfeng Bai, Xilin Chen. HPNet: Dynamic Trajectory Forecasting with Historical Prediction Attention. IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2024.
8.Dongyang Liu, Meina Kan, Shiguang Shan, Xilin Chen. A Simple Romance Between Multi-Exit Vision Transformer and Token Reduction. International Conference on Learning Representations (ICLR), 2024.
9.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.
10.Dongyang Liu, Meina Kan, Shiguang Shan, Xilin Chen. Function-Consistent Feature Distillation. International Conference on Learning Representations (ICLR), 2023.
11.Xuyang Guo, Meina Kan, Tianle Chen, Shiguang Shan. GAN with Multivariate Disentangling for Controllable Hair Editing. European Conference on Computer Vision (ECCV), 2022.
12.Zhenliang He, Meina Kan, Shiguang Shan. EigenGAN: Layer-Wise Eigen-Learning for GANs. International Conference on Computer Vision (ICCV), 2021.
13.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.
14.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.
15.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.
16.Xiaoyan Li, Meina Kan, Shiguang Shan, Xilin Chen. Weakly Supervised Object Detection with Segmentation Collaboration. IEEE International Conference on Computer Vision (ICCV), 2019.
17.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.
18.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.
19.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.
20.Chunrui Han, Shiguang Shan, Meina Kan, Shuzhe Wu, Xilin Chen. Face Recognition with Contrastive Convolution. European Conference on Computer Vision (ECCV), 2018.
21.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.
