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中國科學(xué)院計(jì)算技術(shù)研究所副研究員，碩士生導(dǎo)師。主要研究基于計(jì)算機(jī)視覺的情感感知與理解方法，重點(diǎn)關(guān)注人臉表情分析、視線估計(jì)及其在孤獨(dú)癥早期客觀評估等方面的應(yīng)用。分別于2011年和2017年獲北京航空航天大學(xué)工學(xué)學(xué)士和工學(xué)博士學(xué)位，2013-2015年訪學(xué)于美國卡內(nèi)基梅隆大學(xué)。主持2項(xiàng)國家自然科學(xué)基金(青年基金1項(xiàng)、面上項(xiàng)目1項(xiàng))，參與中科院國際合作項(xiàng)目等。在包括IEEE T-PAMI、IEEE T-IP、CVPR、ICCV、ECCV在內(nèi)的領(lǐng)域內(nèi)高水平期刊和會議上共發(fā)表論文20余篇，入選2020年度IEEE TIP下載量前25文章，獲得相關(guān)國際學(xué)術(shù)競賽冠軍2次，中科院計(jì)算所優(yōu)秀科研人員(2020年)，擔(dān)任IEEE T-PAMI、IEEE T-IP、IEEE T-AC、CVPR、ICCV、ECCV、ICLR等國際期刊和會議審稿人。?

教育及工作經(jīng)歷：?

2021年9月 — 今：中科院計(jì)算所，副研究員 ?

2017年4月 — 2021年9月：中科院計(jì)算所，助理研究員 ?

2013年9月 — 2015年8月：美國卡內(nèi)基梅隆大學(xué)，訪學(xué)（國家留學(xué)基金委資助） ?

2011年9月 — 2017年3月：北京航空航天大學(xué)，計(jì)算機(jī)學(xué)院，博士生 ?

2007年9月 — 2011年7月：北京航空航天大學(xué)，高等工程學(xué)院，本科生?

VIPL實(shí)驗(yàn)室個(gè)人主頁：https://vipl.ict.ac.cn/people/jbzeng/ ?

個(gè)人主頁：https://dualplus.github.io/?

谷歌學(xué)術(shù)主頁：https://scholar.google.com/citations?user=N9elZDYAAAAJ&hl=zh-CN?

期刊文章:?

[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.??

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會議文章：?

[1] Xin Cai, Jiabei Zeng, Shiguang Shan, Xilin Chen. Source-free Adaptive Gaze Estimation with Uncertainty Reduction. CVPR 2023.?

[2] Fei Chang, Jiabei Zeng, Qiaoyun Liu, and Shiguang Shan. Gaze Pattern Recognition in Dyadic Communication. Proceedings of the 2023 Symposium on Eye Tracking Research and Applications (ETRA ’23).?

[3] Yuanyuan Liu, Wei Dai, Chuanxu Feng, Wenbin Wang, Guanghao Yin, Jiabei Zeng, Shiguang Shan. MAFW: A Large-scale, Multi-modal, Compound Affective Database for Dynamic Facial Expression Recognition in the Wild. Proceedings of the 30th ACM International Conference on Multimedia. 2022.?

[4]?Yunjia Sun,?Jiabei Zeng, Shiguang Shan, Xilin Chen.?Cross-Encoder for Unsupervised Gaze Representation Learning.?IEEE International Conference on Computer?Vision?(ICCV), 2021.?

[5]?Xin Cai, Jiabei Zeng, Shiguang Shan. Landmark-aware Self-supervised Eye Semantic Segmentation. International Conference on Automatic Face and Gesture Recognition, 2021.?

[6] Xuran Sun, Jiabei Zeng, Shiguang Shan. Emotion-aware Contrastive Learning for Facial Action Unit Detection. International Conference on Automatic Face and Gesture Recognition, 2021.?

[7]?Yong Li,?Jiabei Zeng, Shiguang Shan, Xilin Chen. Self-supervised Representation Learning from Videos for Facial Action Unit Detection. CVPR, 2019.?

[8]?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.?

[9]?Jiabei Zeng, Shiguang Shan, Xilin Chen.?Facial Expression Recognition with Inconsistently Annotated Datasets.?European Conference on Computer Vision?(ECCV), 2018.?

[10]?Yong Li,?Jiabei?Zeng,?Shiguang Shan, Xilin Chen.?Patch-Gated CNN for Occlusion-aware Facial Expression Recognition.?International Conference on Pattern Recognition?(ICPR),?2018.?

[11]?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.?

[12]?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.?

[13]?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.?

[14]?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.?

[1] 國家自然基金面上項(xiàng)目：面部社交信號的視覺感知方法及其在孤獨(dú)癥早期篩查中的應(yīng)用，項(xiàng)目負(fù)責(zé)人?

[2] 國家自然基金青年項(xiàng)目：基于混合標(biāo)簽數(shù)據(jù)的自然表情識別，項(xiàng)目負(fù)責(zé)人

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ICMI 2018 聯(lián)合舉辦的學(xué)生專注度估計(jì)比賽亞軍?

2020年中科院計(jì)算所優(yōu)秀研究人員?

北京航空航天大學(xué)優(yōu)秀博士畢業(yè)論文?

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2015年國家獎學(xué)金（博士生）?