2025
Facial action units guided graph representation learning for multimodal depression detection.
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Neurocomputing, 2025
2024
DepressionMLP: A Multi-Layer Perceptron Architecture for Automatic Depression Level Prediction via Facial Keypoints and Action Units.
IEEE Trans. Circuits Syst. Video Technol., September, 2024
MTDAN: A Lightweight Multi-Scale Temporal Difference Attention Networks for Automated Video Depression Detection.
IEEE Trans. Affect. Comput., 2024
WavDepressionNet: Automatic Depression Level Prediction via Raw Speech Signals.
IEEE Trans. Affect. Comput., 2024
PointTransform Networks for automatic depression level prediction via facial keypoints.
Knowl. Based Syst., 2024
Dense Coordinate Channel Attention Network for Depression Level Estimation from Speech.
Proceedings of the Pattern Recognition - 27th International Conference, 2024
2023
Dual Attention and Element Recalibration Networks for Automatic Depression Level Prediction.
IEEE Trans. Affect. Comput., 2023
Multimodal Spatiotemporal Representation for Automatic Depression Level Detection.
IEEE Trans. Affect. Comput., 2023
2022
Selective Element and Two Orders Vectorization Networks for Automatic Depression Severity Diagnosis via Facial Changes.
IEEE Trans. Circuits Syst. Video Technol., 2022
Deep learning for depression recognition with audiovisual cues: A review.
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Inf. Fusion, 2022
Depressioner: Facial dynamic representation for automatic depression level prediction.
Expert Syst. Appl., 2022
Automatic Respiratory Sound Classification Via Multi-Branch Temporal Convolutional Network.
Proceedings of the IEEE International Conference on Acoustics, 2022
Automatic Depression Level Assessment from Speech By Long-Term Global Information Embedding.
Proceedings of the IEEE International Conference on Acoustics, 2022
Csenet: Complex Squeeze-and-Excitation Network for Speech Depression Level Prediction.
Proceedings of the IEEE International Conference on Acoustics, 2022
EEG Emotion Recognition Based on Self-attention Dynamic Graph Neural Networks.
Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022
2021
A time-frequency channel attention and vectorization network for automatic depression level prediction.
Neurocomputing, 2021
Correction to: Semi-supervised Ladder Networks for Speech Emotion Recognition.
Int. J. Autom. Comput., 2021
TDCA-Net: Time-Domain Channel Attention Network for Depression Detection.
Proceedings of the 22nd Annual Conference of the International Speech Communication Association, Interspeech 2021, Brno, Czechia, August 30, 2021
Multi-Scale and Multi-Region Facial Discriminative Representation for Automatic Depression Level Prediction.
Proceedings of the IEEE International Conference on Acoustics, 2021
2020
Expression Analysis Based on Face Regions in Real-world Conditions.
Int. J. Autom. Comput., 2020
Multi-modal Continuous Dimensional Emotion Recognition Using Recurrent Neural Network and Self-Attention Mechanism.
Proceedings of the MuSe'20: Proceedings of the 1st International on Multimodal Sentiment Analysis in Real-life Media Challenge and Workshop, 2020
Multimodal Transformer Fusion for Continuous Emotion Recognition.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020
Micro-Expression Recognition Based on Multiple Aggregation Networks.
Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2020
ParamE: Regarding Neural Network Parameters as Relation Embeddings for Knowledge Graph Completion.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020
2019
Semi-supervised Ladder Networks for Speech Emotion Recognition.
Int. J. Autom. Comput., 2019
Expression Analysis Based on Face Regions in Read-world Conditions.
CoRR, 2019
Automatic Depression Level Detection via ℓ<sub>p</sub>-Norm Pooling.
Proceedings of the 20th Annual Conference of the International Speech Communication Association, 2019
Discriminative Video Representation with Temporal Order for Micro-expression Recognition.
Proceedings of the IEEE International Conference on Acoustics, 2019
Local Second-Order Gradient Cross Pattern for Automatic Depression Detection.
Proceedings of the 8th International Conference on Affective Computing and Intelligent Interaction Workshops and Demos, 2019
Efficient Modeling of Long Temporal Contexts for Continuous Emotion Recognition.
Proceedings of the 8th International Conference on Affective Computing and Intelligent Interaction, 2019
2018
Deep Learning for Continuous Multiple Time Series Annotations.
Proceedings of the 2018 on Audio/Visual Emotion Challenge and Workshop, 2018
Multimodal Continuous Emotion Recognition with Data Augmentation Using Recurrent Neural Networks.
Proceedings of the 2018 on Audio/Visual Emotion Challenge and Workshop, 2018