We are hiring! PhD position in Machine Learning and Computer Vision, apply here!

Research Mission

Build fundamental AI/ML methods for computer vision and language modeling to address societal challenges.

Research Interests

Our research is highly interdisciplinary and collaborative, and interests include large language models, computer vision, text/image/video classification, text recognition (OCR, Handwritten), human action analysis, image quality enhancement and NLP tasks (sentiment analysis, Named entity recognition).

Research Projects

  • Vision-based deep learning approach for human fall detection
  • Human fall detection on untrimmed videos using large foundational video-understanding model
  • Vision-Language Models for human action video understanding and summarization
  • Leveraging Generative AI Models for Handwritten Text Image Synthesis
  • Trustworthy LLMs
  • AttentionHTR: Handwritten Text Recognition Based on Attention Encoder-Decoder Networks