曾加贝，中国科学院计算技术研究所副研究员。主要研究基于计算机视觉的情感感知与理解方法，重点关注人脸表情分析、视线估计及其在孤独症早期客观评估等方面的应用。分别于2011年和2017年获北京航空航天大学工学学士和工学博士学位，2013-2015年访学于美国卡内基梅隆大学。主持2项国家自然科学基金(青年基金1项、面上项目1项)，骨干参与科技部重点研发计划、中科院国际合作项目等。在包括IEEE T-PAMI、IEEE T-IP、CVPR、ICCV、ECCV在内的领域内高水平期刊和会议上共发表论文20余篇，入选2020年度IEEE TIP下载量前25文章，获得相关国际学术竞赛冠军2次，中科院计算所优秀科研人员(2020年)，担任IEEE T-PAMI、IEEE T-IP、IEEE T-AC、CVPR、ICCV、ECCV、ICLR等国际期刊和会议审稿人。
For more information, please refer to https://dualplus.github.io/.
教育经历
2013.9-2015.8 美国卡内基梅隆大学计算机学院机器人所，访问学生(国家留学基金委资助)
2011.9-2017.3 北京航空航天大学计算机学院，博士研究生
2007.9-2011.7 北京航空航天大学高等工程学院(计算机科学与技术专业)，本科
学术经历
2021.9至今 中国科学院计算技术研究所，副研究员
2017.4-2021.9 中国科学院计算技术研究所，助理研究员
论文
请参见我的谷歌学术主页：
Journal paper:
[1]. Yong Li, Jiabei Zeng, Shiguang Shan. Learning Representations for Facial Actions from Unlabeled Videos. IEEE Transactions on Pattern Analysis and Machine Intelligence, 2020.
[2]. Yong Li, Jiabei Zeng, Shiguang Shan, Xilin Chen. Occlusion Aware Facial Expression Recognition Using CNN With Attention Mechanism. IEEE Transactions on Image Processing, 2019, 28(5): 2439-2450.
[3]. Jiabei Zeng, Yang Liu, Biao Leng, Zhang Xiong, Yiu-ming Cheung. Dimensionality Reduction in Multiple Ordinal Regression. IEEE transactions on neural networks and learning systems, 2018, 29(9): 4088-4101.
[4]. Jiabei Zeng, Wen-Sheng Chu, Fernando De la Torre, Jeffrey F. Cohn, and Zhang Xiong. Confidence Preserving Machine for Facial Action Unit Detection. IEEE Transactions on Image Processing, 2016, 25(10): 4753-4767.
[5]. Jiabei Zeng, Biao Leng, and Zhang Xiong. 3-D Object Retrieval using Topic Model. Multimedia Tools and Applications, 2015, 75(18): 7859-7881.
[6]. Biao Leng, Jiabei Zeng, Min Yao, and Zhang Xiong. 3D Object Retrieval With Multi-topic Model Combining Relevance Feedback and LDA Model. IEEE Transactions on Image Processing, 2015, 24(1): 94-105.
[7]. Biao Leng, Jiabei Zeng, Zhang Xiong, Weifeng Lv, Yueliang Wan. Probability tree based passenger flow prediction and its application to the Beijing subway system. Frontiers of Computer Science, 2013, 7(2): 195-203.
[8]. Jia-Bei Zeng, Biao Leng, Zhang Xiong, Zheng Qin. Pedestrian dynamics in a two-dimensional complex scenario using a local view floor field model. International Journal of Modern Physics C, 2011.8.01, 22(8): 775-803.
Conference paper:
[1]. Yunjia Sun, Jiabei Zeng, Shiguang Shan, Xilin Chen. Cross-Encoder for Unsupervised Gaze Representation Learning. IEEE International Conference on Computer Vision (ICCV), 2021.
[2]. Yong Li, Jiabei Zeng, Shiguang Shan, Xilin Chen. Self-supervised Representation Learning from Videos for Facial Action Unit Detection. CVPR, 2019. Oral*
[3]. Zijia Lu, Jiabei Zeng, Shiguang Shan, Xilin Chen. Zero-shot Facial Expression Recognition with Multi-label Label Propagation. Asian Conference on Computer Vision (ACCV), 2018. Oral*
[4]. Jiabei Zeng, Shiguang Shan, Xilin Chen. Facial Expression Recognition with Inconsistently Annotated Datasets. European Conference on Computer Vision (ECCV), 2018.
[5]. Yong Li, Jiabei Zeng, Shiguang Shan, Xilin Chen. Patch-Gated CNN for Occlusion-aware Facial Expression Recognition. International Conference on Pattern Recognition (ICPR), 2018. Oral*
[6]. Yuanyuan Liu, Jiabei Zeng, Shiguang Shan, Zhuo Zheng. Multi-channel Pose-aware Convolution Neural Networks for Multi-view Facial Expression Recognition. IEEE International Conference on Automatic Face & Gesture Recognition (FG), 2018.
[7]. Yong Li, Jiabei Zeng, Jie Zhang, Anbo Dai, Meina Kan, Shiguang Shan, and Xilin Chen. KinNet: Fine-to-Coarse Deep Metric Learning for Kinship Verification. In Proceedings of the Workshop on Recognizing Families In the Wild, 2017.
[8]. Jiabei Zeng, Wen-Sheng Chu, Fernando De la Torre, Jeffrey F. Cohn and Zhang Xiong. Confidence Preserving Machine for Facial Action Unit Detection. IEEE International Conference on Computer Vision (ICCV), 2015, 3622-3630.
[9]. Wen-Sheng Chu, Jiabei Zeng, Fernando De la Torre, Jeffrey F. Cohn, and Daniel S. Messinger. Unsupervised Synchrony Discovery in Human Interaction. IEEE International Conference on Computer Vision (ICCV), 2015, 3146-3154.
