Junhoo Lee

I am a Ph.D. student at Seoul National University's Department of Intelligence and Information, under the guidance of Professor Nojun Kwak in the Machine Intelligence and Pattern Analysis Lab(MIPAL). I earned my bachelor's degree in Electronic and Computer Engineering(ECE) from the same institution in 2021.

I'm interested in computer vision, machine learning, meta learning, and dataset distillation. Much of my interest is currently focused on the dataset distillation and meta learning.

I am currently in search of an internship and welcome any potential opportunities. Please feel free to contact me if interested. Thank you! 🤝

Email  /  CV  / 

In this paper, we present the discovery of 'label equivalence' and leverage it to develop the "anyway" learning paradigm, which transcends traditional fixed cardinality constraints in meta-learning.

We introduce linearity phenomenon in the inner loop in meta learning. Also, we introduce algorithm-architecture agnostic algorithm SHOT by utilizing this phenomenon.

Thanks for sharing the website template, Jon Barron. :)