Jisoo Kim

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.

Email  /  Github  /  CV  /  LinkedIn

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Education
  • Master in Computer Science, Columbia Univ. 2025
  • Bachelor in Computer Science, Ewha Univ. 2022, Magna Cum Laude
    • Excellence Scholarship (upper 15% in enrollment, full-tuition)
Research Experiences
  • External Research Participant, AMI Lab. 7.2022 - Present
  • AI Software Engineer Intern, Nuvilab, Inc. 1.2022 - 6.2022
  • Undergraduate Research Intern, CV Lab. 5.2021 - 9.2021

Publications

TextManiA: Enriching Visual Feature by Text-driven Manipulation and Augmentation
Yebin Moon, Jisoo Kim, Hong Yeob Kim, Kilho Son, Tae-Hyun Oh,
ICCV, 2023
project page / arXiv

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

GGDS: Grape Grade Discrimination System using Step-by-Step Deep Learning Model and Drone Path Planning Algorithm
Jisoo Kim *, Da yeon Kang*, KiJun Choi,
Korean Institute of Information Scientists and Engineers: KIISE, 2021

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
Awards and Honors
  • Gold Prize, Graduation Project Competition, Ewha Womans University / May. 2022
  • 2nd Place, Smart Farm AI Challenge, Ministry of Agriculture, Food, and Rural Affairs, Korean Gov. / Mar. 2022
  • Best Poster Award, Graduation Project Competition, Ewha Womans University / Nov. 2021
  • 2nd Place, SW Startup Competition, Ewha Womans University / Nov. 2021
  • Dean's List,2020 – 2021(annual), every eligible quarter
Teaching Experiences
  • Mentor for Udacity Nanodegree for AI programming and code reviews with Python

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