Yichao Cai 蔡逸超
I am a second-year PhD candidate at the Australian Institute for Machine Learning (AIML), University of Adelaide , fortunately supervised by Prof. Javen Qinfeng Shi, Dr. Zhen Zhang and Dr. Yuhang Liu.
My research explores the intersection of causality and machine learning, with particular emphasis on representation learning, causal generative modeling, and multimodal learning. In the long term, I aim to develop AI systems that uncover and leverage causal mechanisms while providing interpretable outcomes and reliable control.
I envision advanced intelligence that not only understands human conceptual frameworks but can also be clearly understood by humans, fostering more trustworthy and collaborative AI.
(“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. |
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