Sorry. Most of my codes are private as they are used for my research. If you need my code, please contact me by email.
I'm sangyeop. I obtained B.S.(2021) degree from Electrical and Computer Engineering at Ajou university.
Currently, I'm a M.S. & Ph.D. student at Laboratory of Advanced Imaging Technology (LAIT) in the Ulsan National Institute of Science and Technology (UNIST), under the supervision of Prof.Jaejun Yoo. I'm interested in optimization and generative models. If you have a question about me, you can freely ask me anytime.
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- Generative models
- Lightweight generative models
- Optimization
- LAIT - https://github.com/LAIT-CVLab ๐คMost of codes are private
- LAIT-Study - https://github.com/LAIT-Study
- Smilegate Membership - https://github.com/SGM-StyleTransfer
- FullStackDL (Self study) - https://github.com/FullStackDL-Study
๐Click for details
| Title | Slide | Video |
|---|---|---|
| Come-Closer-Diffuse-Faster: Accelerating Conditional Diffusion Models for Inverse Problems through Stochastic Contraction | File | Link |
| Improving GAN Equilibrium by Raising Spatial Awareness | File | ์ถ๊ฐ์์ |
| Visual attribute transfer through deep image analogy | File | Private |
| MMD GAN: Towards Deeper Understanding of Moment Matching Network | File | Private |
| Generative Moment Matching Networks | File | Private |
| GANs can play Lottery Tickets too | - | Private |
| Revisiting Random Channel Pruning for Neural Network Compression | File | Private |
| Revisiting Discriminator in GAN Compression - A Generator-discriminator Cooperative Compression Scheme | File | - |
| Content-Aware GAN Compression | File | - |
| Deep Image Prior | File | - |
์ฐฝ์์์จ๊ณผ์ - ์ธ์ฐ๊ณผํ๊ธฐ์ ์ (Self-research challenges program for creativeity - UNIST)
Topic: Developing lightweight generative models
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The content is currently private!
์ค๋ง์ผ๊ฒ์ดํธ ๋ฉค๋ฒ์ฝ - ์ค๋ง์ผ๊ฒ์ดํธ ํจ์ณ๋ฉ (Smilegate Membership - Smilegate Future LAB)
Topic: Face style editing via GAN
Team profile: https://github.com/SGM-StyleTransfer
AI Challengers Program - U๊ต์กํ์ ์ผํฐ (AI Challengers Program - U Innovative Education Center)
Topic: Interactive video style transfer
BTS ์ค์ ๋ฌธ์ ์ฐ๊ตฌํ - ๋ฏธ๋๊ธฐ์ ํ์ ์ตํฉํ ์ธ์ฌ์์ฑ ์ฌ์ ๋จ (Brain To Society Industry Friendly Research Project - Future Technology Innovation Convergence Talent Training Center)
Topic: Disease detection via medical image analysis
๐Click for details
My paper is under revision. I will publish my paper on arXiv soon.
Sangyeop Yeo and Jaejun Yoo, "Do Not Compress GANs, Find a Hidden Network in the Generator", The Institute of Electronics and Information Engineers (IEIE), June 2022. (Poster Session)
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e-mail: sosick377@unist.ac.kr