Yichao Cai 蔡逸超

me.jpg

I am a second-year PhD candidate at the Australian Institute for Machine Learning (AIML), University of Adelaide , supervised by Prof. Javen Qinfeng Shi, Dr. Zhen Zhang and Dr. Yuhang Liu.

My research delves into the intersection of causality and machine learning, with a focus on causal representation learning and causal generative modeling. My vision is to develop machine learning models that deeply understand causality, enabling AI systems that are both controllable and interpretable.

(“A good half of the art of living is resilience.” — by Alain de Botton)

news

Jul 2, 2024 Our work, CLAP: Isolating Content from Style through Contrastive Learning with Augmented Prompts, is accepted to appear at ECCV 2024.

selected publications

  1. CLAP: Isolating Content from Style through Contrastive Learning with Augmented Prompts
    Yichao Cai, Yuhang Liu, Zhen Zhang, and Javen Qinfeng Shi
    2023
  2. Robust drivable road region detection for fixed-route autonomous vehicles using map-fusion images
    Yichao Cai, Dachuan Li, Xiao Zhou, and Xingang Mou
    Sensors 2018