Publications

Xin Cai, Jiabei Zeng, Shiguang Shan, Xilin Chen (2023). Source-Free Adaptive Gaze Estimation by Uncertainty Reduction. Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition(CVPR), 2023.

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

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Yuanyuan Liu, Jiyao Peng, Wei Dai, Jiabei Zeng, Shiguang Shan (2023). Joint spatial and scale attention network for multi-view facial expression recognition. Pattern Recognition 139(2023): 109496.

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Yuanyuan Liu, Wei Dai, Chuanxu Feng, Wenbin Wang, Guanghao Yin, Jiabei Zeng, Shiguang Shan (2022). 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).

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

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

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

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Xin Cai, Boyu Chen, Jiabei Zeng, Jiajun Zhang, Yunjia Sun, Xiao Wang, Zhilong Ji, Xiao Liu, Xilin Chen, Shiguang Shan (2021). Gaze Estimation with an Ensemble of Four Architectures. Technical report for ETH-XGaze Challenge @CVPR2021.

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Yuanhang Zhang, Rulin Huang, Jiabei Zeng, Shiguang Shan (2020). M3F:Multi-Modal Continuous Valence-Arousal Estimation in the Wild. Proceedings of IEEE International Conference on Automatic Face and Gesture Recognition (FG), 2020.

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Yong Li, Jiabei Zeng, Xin Liu, Shiguang Shan (2020). Progress and Challenges in Facial Action Unit Detection. Journal of image and Graphics(in Chinese), 25(11):2293-2305, 2020.

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Hanyu Liu, Jiabei Zeng, Shiguang Shan (2020). Facial Expression Recognition for In-the-wild Videos. Proceedings of IEEE International Conference on Automatic Face and Gesture Recognition (FG), 2020.

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Yong Li, Jiabei Zeng, Shiguang Shan (2020). Learning Representations for Facial Actions from Unlabeled Videos. IEEE Transactions on Pattern Analysis and Machine Intelligence, 2020.

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Chu Wang, Jiabei Zeng, Shiguang Shan, Xilin Chen (2019). Multi-task Learning of Emotion Recognition and Facial Action Unit Detection with Adaptively Weights Sharing Network. IEEE International Conference on Image Processing (ICIP), 2019. [Oral].

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Yong Li, Jiabei Zeng, Shiguang Shan, Xilin Chen (2019). Self-supervised Representation Learning from Videos for Facial Action Unit Detection. Proceedings of IEEE/CVF Conference on Computer Vision and Pattern Recognition(CVPR), 2019. [Oral].

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Yong Li, Jiabei Zeng, Shiguang Shan, Xilin Chen (2019). Occlusion Aware Facial Expression Recognition Using CNN With Attention Mechanism. IEEE Transactions on Image Processing, 2019, 28(5): 2439-2450.

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Zijia Lu, Jiabei Zeng, Shiguang Shan, Xilin Chen (2018). Zero-shot Facial Expression Recognition with Multi-label Label Propagation. Proceedings of Asian Conference on Computer Vision(ACCV), 2018. [Oral].

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Xuesong Niu, Hu Han, Jiabei Zeng, Xuran Sun, Shiguang Shan, Yan Huang, Songfan Yang, Xilin Chen (2018). Automatic engagement prediction with GAP feature. ACM International Conference on Multimodal Interaction, 2018.

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Jiabei Zeng, Shiguang Shan, Xilin Chen (2018). Facial Expression Recognition with Inconsistently Annotated Datasets. ECCV2018.

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Jiabei Zeng, Yang Liu, Biao Leng, Zhang Xiong, Yiu-ming Cheung (2018). Dimensionality Reduction in Multiple Ordinal Regression. IEEE Transactions on Neural Networks and Learning Systems, 2018, 29(9): 4088-4101.

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

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Yuanyuan Liu, Jiabei Zeng, Shiguang Shan, Zhuo Zheng (2018). Multi-Channel Pose-Aware Convolution Neural Networks for Multi-View Facial Expression Recognition. IEEE International Conference on Automatic Face and Gesture Recognition(FG), 2018.

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Yong Li, Jiabei Zeng, Jie Zhang, Anbo Dai, Meina Kan, Shiguang Shan, Xilin Chen (2017). Kinnet: Fine-to-coarse Deep Metric Learning for Kinship Verification. Proceedings of the 2017 Workshop on Recognizing Families in the Wild.

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Jiabei Zeng, Wen-Sheng Chu, Fernando de la Torre, Jeffery F. Cohn, Zhang Xiong (2016). Confidence Preserving Machine for Facial Action Unit Detection. IEEE Transactions on Image Processing, 2016, 25(10): 4753-4767.

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Jiabei Zeng, Wen-Sheng Chu, Fernando de la Torre, Jeffery F. Cohn, Zhang Xiong (2015). Confidence Preserving Machine for Facial Action Unit Detection. Proceedings of the IEEE International Conference on Computer Vision (ICCV), 2015.

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Wen-Sheng Chu, Jiabei Zeng, Fernando de la Torre, Jeffery F. Cohn, Daniel S. Messinger (2015). Unsupervised Synchrony Discovery in Human Interaction. Proceedings of the IEEE International Conference on Computer Vision (ICCV), 2015.

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Jiabei Zeng, Biao Leng, Zhang Xiong (2015). 3-D Object Retrieval using Topic Model. Multimedia Tools and Applications, 74(18):7859-7881, 2015.

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Biao Leng, Jiabei Zeng, Ming Yao, Zhang Xiong (2015). 3D Object Retrieval with Multi-topic Model Combining Relevance Feedback and LDA Model. IEEE Transactions on Image Processing, 24(1):94-105, 2015.

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Biao Leng, Jiabei Zeng, Zhang Xiong, Weifeng Lv, Yueliang Wan (2013). Probability tree based passenger flow prediction and its application to the Beijing subway system. Frontiers of Computer Science, 7(2):195-203, 2013.

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Jiabei Zeng, Biao Leng, Zhang Xiong, Zheng Qin (2011). Pedestrian dynamics in a two-dimensional complex scenario using a local view floor field model. International Journal of Modern Physics C, 22(08):775-803, 2011.

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