Junho Cho

Junho Cho

Read my posts
Resume_202202.pdf
linked_in
Github @junhocho

Experience

Samsung Electronics. SAIT (종합기술원), Sep. 2022 ~ Present
Staff Researcher

NAVER Corp, Aug. 2018 ~ Nov 2019
Visiting Researcher

Education

Seoul National University, Ph.D course, Mar. 2015 ~ Aug. 2022
Integrated Ph.D course, Electrical and Computer Engineering

KAIST, B.S., Feb. 2010 ~ Feb. 2015
Double majored in Computer Science and Bio and Brain engineering

Technical Experience

Samsung Electronics 산학장학생, Sep. 2021 ~ Mar. 2022

Fastcampus 오프라인 강의 강사 (딥러닝을 위한 리눅스와 GPU Camp)

SK ML Egineer과정 실습 조교, Mar, Jul, Oct. 2021, Mar, Jul. 2022

서울대학교 인공위성지구물리 연구실 자문 (위성데이터 딥러닝 프로그램 개발)

MetaMong, Oct. 2015 ~ Jan. 2016, Android App which can find your face-lookalikes, Developed face recognition and retrieval, publicized in Google HackFair 2015, Interview link

B4Sunset, Sep. 2014 ~ Dec. 2014, Blind dating service, Developed user matching algorithm

Publications (Interntional)

Junho Cho, Sangdoo Yun, Dongyoon Han, Byeongho Heo and Jin Young Choi, “Detecting and Removing Text in the Wild” in IEEE Access, vol. 9, pp. 123313-123323, 2021, doi: 10.1109/ACCESS.2021.3110293, September, 2021.

Jiwoong Park*, Junho Cho*, Hyung Jin Chang, Jin Young Choi, “Unsupervised Hyperbolic Representation Learning via Message Passing Auto-Encoders”, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2021. (* Equally contributed)

Junho Cho, Sangdoo Yun, Kyoungmu Lee and Jin Young Choi, “PaletteNet: Image Recolorization with Given Color Palette” The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops, NTIRE2017, July, 2017.

Publications (Domestic)

Junho Cho, Sangdoo Yun, Dongyun Han, Byeongho Heo, Jin Young Choi, “Text-stroke segmentation based Scene-Text-removal”, Workshop on Image Processing and Image Understanding (IPIU), February, 2020.

Junho Cho and Jin Young Choi, “Color Palette Extractor” Workshop on Image Processing and Image Understanding (IPIU), February, 2019. Best Poster award.

Junho Cho and Jin Young Choi, “Color Palette Generator” Workshop on Image Processing and Image Understanding (IPIU), February, 2018. Best Poster award.

Junho Cho, Wanguee Jee, YoungBae Jeon, Sangdoo Yun and Jin Young Choi, “Finding Face-Lookalikes Using CNN” Workshop on Image Processing and Image Understanding (IPIU), February, 2016.

Technical Skills

OS : Linux, macOS, Windows
Language : Python, Lua, C/C++, shell script
Deep Learning framework : PyTorch, Torch7
VIM lover!