Hello, I am an incoming M.S student at Columbia University majoring in CS. I am broadly interested in deep learning, especially in multi-modal learning, and generative models.
TextManiA semantically enriches the target visual feature space by leveraging visually mimetic texts, encoded with general language models and transferred to the target visual feature space
3-step Deep Learning model to discriminate grape grade and facilitate grape thinning process
Project
Constructed leaf segmentation system and calculated the leaf area to construct the first and only DB for perilla leaf;
applied them to local farms in Geumnsan, AWS CIC Challenge, 05.2022
Developed Pet Diary using Multimodal Model CLIP; Generated diary text by classifying emotion, situation, and action
from pet photos, Naver AI BoostCamp, 12.2021