CNN-based models
Capsule Network
Model Compressing
Vision Transformer
Graph Convolutional Network
Manifold Learning
Riemannian Geometry
Self-Supervised Learning
Image/Video Classification
Facial Landmark Detection
Facial Expression Recognition
Text Detection and Recognition
Mild Cognitive Impairment detection in the early stage from facial videos
Lin, E., Sun, J., Chen, H., & Mahoor, M. H. (2024). Data Quality Matters: Suicide Intention Detection on Social Media Posts Using a RoBERTa-CNN Model. arXiv preprint arXiv:2402.02262. Accepted by IEEE EMBC 2024.
Sun, J., Dodge, H. H., & Mahoor, M. H. (2024). MC-ViViT: Multi-branch classifier-ViViT to detect mild cognitive impairment in older adults using facial videos. Expert Systems with Applications, 238, 121929. https://doi.org/10.1016/j.eswa.2023.121929
Sun, J., Fard, A.P. & Mahoor, M.H. XnODR and XnIDR: Two Accurate and Fast Fully Connected Layers for Convolutional Neural Networks. J Intell Robot Syst 109, 17 (2023). https://doi.org/10.1007/s10846-023-01952-w
Working on Protein Function Detection via Deep Learning
2024 IEEE RAS EMBS 10th International Conference on Biomedical Robotics and Biomechatronics (BioRob 2024)
2024 IEEE Journal of Biomedical & Health Informatics (JBHI)
2023 Computational Intelligence
2021, 2022, 2023, 2024 IEEE Journal - Transactions on Affective Computing
2020, 2023 IEEE International Conference on Robotics and Automation (ICRA)
2020, 2023 IEEE International Conference on Automatic Face and Gesture Recognition (FG)
Poster Presentation
Data Quality Matters: Suicide Intention Detection on Social Media Posts Using a RoBERTa-CNN
Poster Presentation
MC-ViViT: Multi-branch classifier-ViViT to detect mild cognitive impairment in older adults using facial videos
Lecturer
Teach two lectures in T2: Review Of State-Of-The-Art Deep Learning Approaches For Visual Object Recognition And Tracking: Applications To Unmanned Aircraft Systems.
The two topics are Transformer-based models and Graph Neural Networks. Click here to view slides.