Heekyung (Anne) Lee

Hi! I am Heekyung(Anne) Lee. I am an Undergraduate Student studying Computer Science at POSTECH, South Korea. (Research Advisor: Prof. Minsu Cho) I am also an undergraduate researcher at Berkeley AI Research (BAIR), fortunate to be supervised under Prof. Trevor Darrell’s group. (Advisors: Prof. Trevor Darrell, Prof. Sewon Min, and David M. Chan)

I am interested in building trustworthy multi-modal models, that can flexibly adapt to the user’s needs, acting naturally and efficiently in complex multi-modality environments.

I am recently excited about the two questions below:

• Controllable and Adaptable Vision-Language Models
  ∘ How can we build controllable and adaptable intelligence that can adapt their behavior to the user's needs?
  ∘ What is Hallucination in multi-modal models, and what is the best recipe to mitigate it?
• Real-World Multimodal Understanding
  ∘ How can we represent the world as input data that reflects the world's complexity in a better way?
  ∘ How can we build models that are capable of handling complex multi-modality environments as an input? (e.g. how should models know which modality to focus on for a given task?)

Feel free to check out my publications and projects.

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And also, I am a huge sports person! I generally enjoy playing soccer and running. Let’s be Strava friends! (Follow me here)