CV

Education

• Aug. 2017 - Oct. 2021: BSc in Information Technology (Honor Program) @ VNUHCM - University of Science
  • GPA: 9.24/10, ranked 2/70
  • Thesis: Deep Learning for Image-based Emotion Recognition in the Wild (Grade: 10/10)
  • Supervisor(s): Prof. Bac Le, Asst. Prof. Anh Nguyen

Work experience

• Sep. 2021 - Present: Teaching Assistant (Part-time) @ VNUHCM - University of Science
  • Courses: Fundamentals of Artificial Intelligence, Data Mining and Applications
  • Responsibility: Preparing and grading lab assignments
  • Supervisor(s): Prof. Bac Le
• Oct. 2021 - Jun. 2022: AI Research Resident (Full-time) @ FSoft AI Center
  • Responsibility:
    • Experimenting with different losses to tackle class-wise imbalance and the dominance of negative labels in long-tailed multi-label visual recognition
    • Implementing equivariant models for graph and point cloud data.
  • Supervisor(s): Asst. Prof. Anh Nguyen, Dr. Thieu Vo, Dr. Tan Nguyen
• Oct. 2020 - Apr. 2021: Research Intern (Part-time) @ VinAI Research
  • Responsibility:
    • Helping build a traffic sign text recognition dataset
    • Exploring current methods in visual question answering (VQA) and text VQA, conducting a literature review on vision & language research.
• Jul. 2019 - Sep. 2019: Data Scientist Intern (Full-time) @ BioTuring
  • Responsibility:
    • Indexing studies into the company’s single-cell analytics application’s database
    • Investigating different methods to predict cell types based on the gene expression.

Skills

• Artificial Intelligence:
  • Computer Vision
  • Deep Learning
  • Data Science
  • Machine Learning
• Coding
  • Python, Pytorch
  • Java/C++ (previous experience)
• Language: IELTS 8.0

Publications

Global-Local Attention for Emotion Recognition

Nhat Le, Khanh Nguyen, Anh Nguyen, Bac Le (2021). "Global-Local Attention for Emotion Recognition." Neural Computing and Applications.

Uncertainty-aware Label Distribution Learning for Facial Expression Recognition

Khanh Nguyen^*, Nhat Le^*, Quang Tran, Erman Tjiputra, Bac Le, Anh Nguyen (2023). "Uncertainty-aware Label Distribution Learning for Facial Expression Recognition." WACV 2023.