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followers: 18.0 following: 20.0 repos: 67.0 gists: 1.0

Name: Bumsoo Kim

Type: User

Bio: Generative AI Researcher

Location: Seoul, Korea.

BumsooKim

''I love creating artistic and asthetic things with machine!''

Research Interests

In vision and graphics:

🔥 Game AI : Charecter Animation, Pixelization, Visual Effect Generation, Icon Generation
🔥 Photo AI : Face Re-Aging, Style Transfer, Cartoonization/Stylization, Video Editing

Education and Career

B.S. (2019.03 - 2023.02), School of Art & Technology, Department of Electrical and Electronics Engineering (double major),
Chung-Ang University Korea.
M.S. (2024.03 - 2026.02), Department of Applied Art & Technology,
Chung-Ang University, Korea.

Period	Working at	Role	Research Fields
2020.01 ~ 2021.06	Graphics Realization Lab, CAU	Research Assistant	eXtened Reality and Deep Learning
2021.07 ~ 2021.08	Defense & Safety ICT Research Department in Intelligent Convergence Research Laboratory, ETRI	Research Intern / Deep Learning Engineer	Video Analysis and Deep Learning
2021.09 ~ 2023.01	Graphics Realization Lab, CAU	Research Assistant	eXtened Reality and Deep Learning
2023.02 ~ 2024.02	Visual AI Team, VIVLAB, VIVESTUDIOS	AI Research Intern	Generative Models
2024.07 ~ .	Boeing Korea Engineering and Technology Center (BKETC)	Machine Learning Research Intern

Representative Papers

Venue	Paper Format	Title	Project Page	Link	Authorship
CVPR 2024	Workshop (Poster)	ToonAging: Face Re-Aging upon Artistic Portrait Style Transfer	ToonAging		1st Author
NeurIPS 2023	Workshop (Oral) (Top25% Highlight)	Minecraft-ify: Minecraft Style Image Generation with Text-guided Image Editing for In-Game Application	Minecraft-ify	Paper, Poster, Slide	1st Author

Contact 📫

Email: [email protected]

Bumsoo Kim's Projects

3d-entertainment-design

This repository is Project for "3D IMAGE DESIGN" lecture at Department of "Imaging Science and Arts" about "Image-Processing".

3rd-analysis-of-business-district

This repository is the code for 3rd BigData Contest "Data analysis for small business owner" using Gangnam-gu, Gangbuk-gu data at SEOUL CREDIT GUARANTEE FOUNDATION

3rd-open-infra-development-competition

3rd OIDC repository in manTech

acceleration-sensor-can-recognize-the-gesture

Representation Algorithm of Compressed Image derived from Multi Acceleration Sensor

analysis-optimization-single-object-image-classification-model-tensorflow-2

Provide Single Object Image Classification Model Accuracy Optimization Solution using tensorflow 2.

apm-connection-website-to-mysql-database-tutorial-windows-10

APM Tutorial (Apache+Php+Mysql) : Connection WebSite to DataBase using php, python, perl (ServerScript) on Windows 10

benchmark-numba-jit-and-cuda

Benchmarking test about acceleration of numpy and parallel processing in gpu using Numba Compiler

cartoon-hallucinations-detection

cau-osp2020-game

cau-osp2020-novel-1

circuit-theory

Circuit Theory Practicum using MATLAB R2020a

color-context-restoration-from-tof-depth-data

Color Context Restoration from Depth Data for Style Transfer, this paper will be proceeding in KSII2022-Fall

d-cpct

Depth Camera-Projector Calibration Tool using Interface with Python

dapp-food-delivery

Food Delibery DApp(Decentralized Application) using Ethereum Protocol

deep-mixed-reality-iot-control-system-hololens2

RaspberryPi IoT Control System using UDP Socket, which is detected from embedded deep learning model and connected from Python-C# in HoloLens2 with Unity3D

deeplearning-matlab

This repository is code for "Deep Learning" , "Computer Vision" , and "Image Processing" using MATLAB (.m , .mlx)

deeplearning-vfx

Play with Generative Model

electromagnetic-field-and-wave

Electromagnetics Practicum using MATLAB R2020a

experiment-of-improving-faulty-steel-classification-model

Toy Project about Classification / Experiment to improve the faulty steel classification model using Pytorch

face_labeling

auto face labeling for faster-rcnn, yolo model label format

fading_stable

Stable-version repository of FADING, "Face Aging via Diffusion-based Editing" based on official repository.

fuzzy-theory

Fuzzy Systems that deal with Linguistic Ambiguities and Uncertainty in the Real-world using MATLAB, Python

gan-inversion-list

List of simple pytorch implementations of inversion/embedding methods under the StyleGANv1, StyleGANv2.

gh-bumsookim

gpgpu_cuda_tutorial

Parallel CUDA C Programming for GPGPU

hand-based-vfx-hololens2

Make Hand Based 3-Dimensional Visual Effects using houdini, PhotoShop, After Effects, Substance Painter Designer, Filter Forge, FumeFX, Maya with Unity and HoloLens2.

idec-image-segmentation

Advanced Image Segmentation based on Deep Learning in KAIST IDEC

idec-natural-language-processing

Advanced Natural Language Processing based on Deep Learning in KNU IDEC

increasing-computational-efficiency-using-fpga

Solve Bottlenecks through Parallelism with FPGA using Verilog