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followers: 27.0 following: 80.0 repos: 24.0 gists: 0.0

Name: Edward Seo

Type: User

Company: Visual Media Lab, KAIST

Bio: generating and manipulating thing

Location: Earth

Blog: seokg.github.io

👋 Hello World! I am Kwanggyoon Edward Seo. I have received my PhD from VML KAIST.

My research lies at the intersection of deep learning, computer vision, and computer graphics. Specifically, I am interests in generative AI focusing on synthesizing and manipulating images, video, and 3D human.

personal page / google scholar / email

Education

PhD @ GSCT, KAIST - 2018~2024
MS @ GSCT, KAIST - 2016~2018
BS @ EE, KAIST - 2011~2016

Work Experience

Research assistant @ KAIST VML - Jan. 2017 ~ Mar.2024
Research intern @ Adobe Research - Jun. 2022 ~ Aug. 2022
Research intern @ Adobe Research - Mar. 2021 ~ Jun. 2021
Research intern @ Naver Clova - Dec. 2019 ~ Jun. 2020
Software Intern @ Golfzon - Dec. 2015 ~ Feb. 2016

Selected Publication

Mesh Agnostic Audio-driven Facial Animation - in submission
Emotion Manipulation for Talking-head Videos - in submission
Audio-Driven Emotional Talking-Head Generation - in submission
Speed-Aware Audio-Driven Speech Animation using Adaptive Windows - TOG 2024
StyleCineGAN: Landscape Cinemagraph Generation using a Pre-trained StyleGAN - CVPR 2024
Stylized Sketch Extraction via Generative Prior with Limited Data - EG 2024
StylePortraitVideo: Editing Portrait Videos with Expression Optimization - PG 2022
Deep Learning-based Unsupervised Human Facial Retargeting - PG 2021
Virtual Camera Layout Generation using a Reference Video - CHI 2021
Neural Crossbreed: Neural Based Image Metamorphosis - SIGGRAPH Asia 2020

Edward Seo's Projects

3dmm-fitting-pytorch

A 3DMM fitting framework using Pytorch.

arduinoprojects

audiocomputing

awesome-courses

computer graphics / computer vision / machine learning courses

awesome-papers

a list of papers and codes in graphics, computer vision, and HCI

cv_practice

deepul

deshadownet

[CVPR2017] DeshadowNet implementation

fast_blind_video_consistency

Learning Blind Video Temporal Consistency (ECCV 2018)

feature-extraction-3dreconstruction

EE838

glcic

Globally and Locally Consistent Image Completion with TensorFlow

imageprocessing

EE535 Digital Image Processing

interactive-deep-colorization

Deep learning software for colorizing black and white images with a few clicks.

leetcode2021

LeetCode Study

mmvc

motion-graphics

GCT525 Motion Graphics course by Prof. Sunghee Lee

neuralvoicepuppetry

This github contains the network architectures of NeuralVoicePuppetry.

onenet

One Network to Solve Them All

seokg

Config files for my GitHub profile.

seokg.github.io

seokg.github.io

spv

implementation of StylePortraitVideo

stylegan2-pytorch

Implementation of Analyzing and Improving the Image Quality of StyleGAN (StyleGAN 2) in PyTorch

tf-hopenet

white-box-cartoonization

Official tensorflow implementation for CVPR2020 paper “Learning to Cartoonize Using White-box Cartoon Representations”

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