Two Birds With One Stone: Knowledge-Embedded Temporal Convolutional Transformer for Depression Detection and Emotion Recognition-Reference-Cited by-同舟云学术

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Two Birds With One Stone: Knowledge-Embedded Temporal Convolutional Transformer for Depression Detection and Emotion Recognition

Published:2023-10-01 Issue:4 Volume:14 Page:2595-2613
ISSN:1949-3045
Container-title:IEEE Transactions on Affective Computing
language:
Short-container-title:IEEE Trans. Affective Comput.

Author:

Zheng Wenbo¹^ORCID,Yan Lan²^ORCID,Wang Fei-Yue³^ORCID

Affiliation:

1. School of Computer Science and Artificial Intelligence, Wuhan University of Technology, Wuhan, China

2. College of Information Science and Engineering, Hunan University, Changsha, China

3. State Key Laboratory for Management and Control of Complex Systems, Institute of Automation, Chinese Academy of Sciences, Beijing, China

Funder

Hainan Provincial Natural Science Foundation of China

Fundamental Research Funds for the Central Universities

National Key R&D Program of China

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

Human-Computer Interaction,Software

Link

http://xplorestaging.ieee.org/ielx7/5165369/10330166/10143696.pdf?arnumber=10143696

Reference181 articles.

1. MMEA: Entity Alignment for Multi-modal Knowledge Graph

2. Computational knowledge vision: paradigmatic knowledge based prescriptive learning and reasoning for perception and vision

3. Multimedia Intelligence: When Multimedia Meets Artificial Intelligence

4. Multimodal Intelligence: Representation Learning, Information Fusion, and Applications

5. Pay attention to doctor–patient dialogues: Multi-modal knowledge graph attention image-text embedding for COVID-19 diagnosis

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1. Enhancing multimodal depression detection with intra- and inter-sample contrastive learning;Information Sciences;2024-12

2. LSCAformer: Long and short-term cross-attention-aware transformer for depression recognition from video sequences;Biomedical Signal Processing and Control;2024-12

3. Depressive and mania mood state detection through voice as a biomarker using machine learning;Frontiers in Neurology;2024-07-04

4. A multimodal shared network with a cross-modal distribution constraint for continuous emotion recognition;Engineering Applications of Artificial Intelligence;2024-07

5. DepMSTAT: Multimodal Spatio-Temporal Attentional Transformer for Depression Detection;IEEE Transactions on Knowledge and Data Engineering;2024-07

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