Ercheng Pei

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 17

Top Topics

Weakly Supervised Learning

Top Venues

AVEC@ACM Multimedia

IEEE Trans. Multim.

Publications

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 (2024)
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 (2024)
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 (2023)
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 (2023)
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)
Hailong Ning, Bin Zhao, Zhanxuan Hu, Lang He, Ercheng Pei
Audio-visual collaborative representation learning for Dynamic Saliency Prediction. Knowl. Based Syst. 256 (2022)
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) (2022)
Ercheng Pei, Meshia Cédric Oveneke, Yong Zhao, Dongmei Jiang, Hichem Sahli
Monocular 3D Facial Expression Features for Continuous Affect Recognition. IEEE Trans. Multim. 23 (2021)
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) (2021)
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)
Ercheng Pei, Dongmei Jiang, Hichem Sahli
An efficient model-level fusion approach for continuous affect recognition from audiovisual signals. Neurocomputing 376 (2020)
Ercheng Pei, Dongmei Jiang, Mitchel Alioscha-Pérez, Hichem Sahli
Continuous affect recognition with weakly supervised learning. Multim. Tools Appl. 78 (14) (2019)
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)
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)
Ercheng Pei, Xiaohan Xia, Le Yang, Dongmei Jiang, Hichem Sahli
Deep neural network and switching Kalman filter based continuous affect recognition. ICME Workshops (2016)
Xiaohan Xia, Liyong Guo, Dongmei Jiang, Ercheng Pei, Le Yang, Hichem Sahli
Audio Visual Recognition of Spontaneous Emotions In-the-Wild. CCPR (2) (2016)
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)
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)
Ercheng Pei, Le Yang, Dongmei Jiang, Hichem Sahli
Multimodal dimensional affect recognition using deep bidirectional long short-term memory recurrent neural networks. ACII (2015)
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)