Welcome to the Machine Learning & Applications Group (MaLeA)

Led by Dr. Stefan Winkler, MaLeA's research focuses on machine learning and its applications, in particular computer vision and language models.

MaLeA is a research group at the Singapore Institute of Technology (SIT). It was formerly known as the Vision and Interaction Group (vintage), which has its origins at the Illinois Advanced Research Center at Singapore. The group comprises members from SIT as well as the National University of Singapore (NUS).

News & Events

[18-Aug-2025] Stefan Winkler joins SIT as a full professor. He remains adjunct faculty with NUS' School of Computing.

[1-Aug-2025] Stefan Winkler serves as Senior Program Committee Member for AAAI 2026.

[16-Jan-2025] Dexter Neo presents his PhD thesis proposal in a doctoral seminar at NUS.