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2020 – today
- 2024
[j8]Ercheng Pei
, Zhanxuan Hu, Lang He, Hailong Ning, Abel Díaz Berenguer:
An ensemble learning-enhanced multitask learning method for continuous affect recognition from facial images. Expert Syst. Appl. 236: 121290 (2024)- [i2]Lang He, Kai Chen, Junnan Zhao, Yimeng Wang, Ercheng Pei, Haifeng Chen, Jiewei Jiang, Shiqing Zhang, Jie Zhang, Zhongmin Wang, Tao He, Prayag Tiwari:
LMVD: A Large-Scale Multimodal Vlog Dataset for Depression Detection in the Wild. CoRR abs/2407.00024 (2024) - 2023
- [j7]Ercheng Pei, Yong Zhao, Meshia Cédric Oveneke, Dongmei Jiang, Hichem Sahli:
A Bayesian Filtering Framework for Continuous Affect Recognition From Facial Images. IEEE Trans. Multim. 25: 3709-3722 (2023) - [c10]Fan Cui, Liyong Guo, Lang He, Jiyao Liu, Ercheng Pei, Yujun Wang, Dongmei Jiang:
Relate Auditory Speech To Eeg By Shallow-Deep Attention-Based Network. ICASSP 2023: 1-2 - [i1]Fan Cui, Liyong Guo, Lang He, Jiyao Liu, Ercheng Pei, Yujun Wang, Dongmei Jiang:
Relate auditory speech to EEG by shallow-deep attention-based network. CoRR abs/2303.10897 (2023) - 2022
- [j6]Hailong Ning, Bin Zhao, Zhanxuan Hu, Lang He, Ercheng Pei:
Audio-visual collaborative representation learning for Dynamic Saliency Prediction. Knowl. Based Syst. 256: 109675 (2022) - [j5]Meshia Cédric Oveneke, Yong Zhao, Ercheng Pei, Abel Díaz Berenguer, Dongmei Jiang, Hichem Sahli:
Leveraging the Deep Learning Paradigm for Continuous Affect Estimation from Facial Expressions. IEEE Trans. Affect. Comput. 13(1): 426-439 (2022) - 2021
- [j4]Yong Zhao, Le Yang, Ercheng Pei, Meshia Cédric Oveneke, Mitchel Alioscha-Pérez, Longfei Li, Dongmei Jiang, Hichem Sahli:
Action Unit Driven Facial Expression Synthesis from a Single Image with Patch Attentive GAN. Comput. Graph. Forum 40(6): 47-61 (2021) - [j3]Ercheng Pei, Meshia Cédric Oveneke, Yong Zhao, Dongmei Jiang, Hichem Sahli:
Monocular 3D Facial Expression Features for Continuous Affect Recognition. IEEE Trans. Multim. 23: 3540-3550 (2021) - 2020
- [j2]Ercheng Pei, Dongmei Jiang, Hichem Sahli:
An efficient model-level fusion approach for continuous affect recognition from audiovisual signals. Neurocomputing 376: 42-53 (2020) - [c9]Mitchel Alioscha-Pérez, Abel Díaz Berenguer, Ercheng Pei, Meshia Cédric Oveneke, Hichem Sahli:
Neural architecture search under black-box objectives with deep reinforcement learning and increasingly-sparse rewards. ICAIIC 2020: 276-281
2010 – 2019
- 2019
- [j1]Ercheng Pei, Dongmei Jiang, Mitchel Alioscha-Pérez, Hichem Sahli:
Continuous affect recognition with weakly supervised learning. Multim. Tools Appl. 78(14): 19387-19412 (2019) - 2017
- [c8]Le Yang, Hichem Sahli, Xiaohan Xia, Ercheng Pei, Meshia Cédric Oveneke, Dongmei Jiang:
Hybrid Depression Classification and Estimation from Audio Video and Text Information. AVEC@ACM Multimedia 2017: 45-51 - [c7]Le Yang, Dongmei Jiang, Xiaohan Xia, Ercheng Pei, Meshia Cédric Oveneke, Hichem Sahli:
Multimodal Measurement of Depression Using Deep Learning Models. AVEC@ACM Multimedia 2017: 53-59 - 2016
- [c6]Xiaohan Xia, Liyong Guo, Dongmei Jiang, Ercheng Pei, Le Yang, Hichem Sahli:
Audio Visual Recognition of Spontaneous Emotions In-the-Wild. CCPR (2) 2016: 692-706 - [c5]Ercheng Pei, Xiaohan Xia, Le Yang, Dongmei Jiang, Hichem Sahli:
Deep neural network and switching Kalman filter based continuous affect recognition. ICME Workshops 2016: 1-6 - [c4]Le Yang, Dongmei Jiang, Lang He, Ercheng Pei, Meshia Cédric Oveneke, Hichem Sahli:
Decision Tree Based Depression Classification from Audio Video and Language Information. AVEC@ACM Multimedia 2016: 89-96 - 2015
- [c3]Ercheng Pei, Le Yang, Dongmei Jiang, Hichem Sahli:
Multimodal dimensional affect recognition using deep bidirectional long short-term memory recurrent neural networks. ACII 2015: 208-214 - [c2]Lang He, Dongmei Jiang, Le Yang, Ercheng Pei, Peng Wu, Hichem Sahli:
Multimodal Affective Dimension Prediction Using Deep Bidirectional Long Short-Term Memory Recurrent Neural Networks. AVEC@ACM Multimedia 2015: 73-80 - 2014
- [c1]Jiamei Wei, Ercheng Pei, Dongmei Jiang, Hichem Sahli, Lei Xie, Zhonghua Fu:
Multimodal continuous affect recognition based on LSTM and multiple kernel learning. APSIPA 2014: 1-4
Coauthor Index
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