theeluwin

theeluwin

Jamie J. Seol
born in 1992, South Korea
Ph.D. Student in CSE @ SNU
jamie [at] europa.snu.ac.kr

I am proud to be a feminist, bisexual and atheist.
I am the evidence๐Ÿค of the progress.


Educations & Careers

Seoul National University
M.S. Student in Computer Science and Engineering  โ€ข  2017.03 - 2019.02
Ph.D. Student in Computer Science and Engineering  โ€ข  2019.03 - current

IntelliSys Corp.
Senior Researcher  โ€ข  2017.12 - current

Stylewiki Corp.
Senior Developer  โ€ข  2014.09 - 2015.12

Joyfl Inc.
Chief Strategy Officer  โ€ข  2012.07 - 2014.06

SW Maestro
Mentee  โ€ข  2011.07 - 2012.07

KFAS Scholarship
Undergraduate Scholarship in Mathematics  โ€ข  2012.02 - 2015.02

Jeonbuk Science High School
18th  โ€ข  2008.03 - 2010.02 (early graduation)


Publications

Leveraging Class Hierarchy in Fashion Classification
Hyunsoo Cho, Chae Min Ahn, Kang Min Yoo, Jinseok Seol, Sang-goo Lee
Proceedings of the 2nd Workshop on Computer Vision for Fashion, Art and Design, ICCV, 2019.
[ paper ]

Love2Live: CVAE ๊ธฐ๋ฐ˜ ์Šค์ฟจ ์•„์ด๋Œ ์ด๋ฏธ์ง€ ์ƒ์„ฑ
์ œ์ด๋ฏธ
Proceedings of 2st Conference on SIG Sub-Culture (SSCC), 2017.
[ code ]

Style2Vec: Representation Learning for Fashion Items from Style Sets
Hanbit Lee, Jinseok Seol, Sang-goo Lee
arXiv preprint, 2017.
[ arxiv ]

A Syllable-based Technique for Word Embeddings of Korean Words
Sanghyuk Choi, Taeuk Kim, Jinseok Seol, Sang-goo Lee
Proceedings of the 1st Workshop on Subword and Character Level Models in NLP (SCLeM), EMNLP, 2017.
[ paper | arxiv ]

lexrankr: LexRank ๊ธฐ๋ฐ˜ ํ•œ๊ตญ์–ด ๋‹ค์ค‘ ๋ฌธ์„œ ์š”์•ฝ
์„ค์ง„์„, ์ด์ƒ๊ตฌ
ํ•œ๊ตญ์ •๋ณด๊ณผํ•™ํšŒ ๋™๊ณ„ํ•™์ˆ ๋ฐœํ‘œํšŒ, 2016.
[ paper | code | dataset ]

ํ•œ๊ตญ์–ด์— ์ ํ•ฉํ•œ ๋‹จ์–ด ์ž„๋ฒ ๋”ฉ ๋ชจ๋ธ ๋ฐ ํŒŒ๋ผ๋ฏธํ„ฐ ํŠœ๋‹์— ๊ด€ํ•œ ์—ฐ๊ตฌ
์ตœ์ƒํ˜, ์„ค์ง„์„, ์ด์ƒ๊ตฌ
์ œ28ํšŒ ํ•œ๊ธ€ ๋ฐ ํ•œ๊ตญ์–ด ์ •๋ณด์ฒ˜๋ฆฌ ํ•™์ˆ ๋Œ€ํšŒ ๋…ผ๋ฌธ์ง‘ (HCLT), 2016.
[ paper ]

CRF๋ฅผ ํ™œ์šฉํ•œ ํ•œ๊ธ€๋กœ ์ ํžŒ ์™ธ๋ž˜์–ด ๋ฐ ์™ธ๊ตญ์–ด ๋ฐ›์•„์“ฐ๊ธฐ ์ธ์‹
์ œ์ด๋ฏธ
Proceedings of 1st Conference on SIG Sub-Culture (SSCC), 2016.
[ paper | code ]

3D ํ™˜๊ฒฝ ๋‚ด ๋น›์˜ ๊ตด์ ˆ๊ณผ ๋ฐ˜์‚ฌ ๊ตฌํ˜„์— ๊ด€ํ•˜์—ฌ
๊ฐ•์‹ ๋™, ์„ค์ง„์„, ํ™์ฒ ์ฃผ
ํ•œ๊ตญ์ปดํ“จํ„ฐ์ข…ํ•ฉํ•™์ˆ ๋Œ€ํšŒ ๋…ผ๋ฌธ์ง‘ (KCC), 2016.
[ paper | academia | code ]


Softwares

pytorch-quadratum
additional torchvision image transforms for practical usage
[ repo ]

pytorch-sgns
skipgram negative sampling in PyTorch
[ repo ]

bear
python implementation of BEAR and SlashBurn
[ repo ]

WPE
Word Pair Encoding for semi-automatic meaningful-keywords generation
[ repo ]

Summariz3 - ์„ธ ์ค„ ์š”์•ฝ๊ธฐ
TextRank ๊ธฐ๋ฐ˜ ํ•œ๊ตญ์–ด ๋ฌธ์„œ ์š”์•ฝ ์„œ๋น„์Šค
[ site | repo1 | repo2 | blog | press1 | press2 ]

Plasmid - Cellular Automata Simulator for CoffeeScript
CoffeeScript implementation of cellular automata and life-like CA
[ repo | demo ]

Juno - Draw your password!
life-like cellular automata based cryptographic hash function
[ academia | slide | demo ]


Misc.

ํƒ€์ดํƒ€๋‹‰์—์„œ ์‚ด์•„๋‚จ๊ธฐ - ๋จธ์‹ ๋Ÿฌ๋‹101
Kaggle์˜ ํƒ€์ดํƒ€๋‹‰ ๋ฌธ์ œ์— ๋Œ€ํ•œ ๊ธฐ์ดˆ ํ’€์ด ์„ค๋ช…๊ณผ ๋ฐ๋ชจ [ link ]

Kata - machine learning
personal repo for training my machine learning skills [repo]

Blog articles
  • ๊ธฐ๋Œ“๊ฐ’์˜ ์„ ํ˜•์„ฑ๊ณผ ํ€ต์†ŒํŠธ์˜ ์‹œ๊ฐ„๋ณต์žก๋„ [ link ]
  • ๋ฒ ์ด์ง€์•ˆ ํ†ต๊ณ„๋ฅผ ํ•œ๋‹ค๋Š”๊ฒƒ์— ๋Œ€ํ•˜์—ฌ [ link ]
Short lectures by me
  • ๊ฐœ๋ฐœ์ž๋ฅผ ์œ„ํ•œ ๊ธฐ์ดˆ ์„ ํ˜•๋Œ€์ˆ˜ [ 1ํŽธ | 2ํŽธ | 3ํŽธ | 4ํŽธ ]
  • ์™œ ํฌ๋กœ์Šค-์—”ํŠธ๋กœํ”ผ๋ฅผ ์“ธ๊นŒ? [ link ]
Seminar slides by me
  • The marginal value of adaptive gradient methods in machine learning [ link ]
  • Understanding deep learning requires rethinking generalization [ link ]

Too Much Information

I'm also a somewhat-composer-wannabe. Here's my sounds: [ link ]
Here's a list for the best games of my life (note that the trophy symbol ๐Ÿ† means I've actually beat'em all or achieved a platinum trophy in the PSN):
  • 1996 - ๐Ÿ† Super Mario 64
  • 1998 - ๐Ÿ† Legend of Zelda: Ocarina of Time
  • 2000 - ๐Ÿ† Legend of Zelda: Majora's Mask
  • 2001 - ๐Ÿ† Final Fantasy X
  • 2002 - Kingdom Hearts
  • 2005 - Kingdom Hearts II
  • 2006 - ๐Ÿ† Legend of Zelda: Twilight Princess
  • 2009 - ๐Ÿ† Final Fantasy XIII
  • 2011 - Legend of Zelda: Skyward Sword
  • 2013 - The Last of Us
  • 2015 - ๐Ÿ† Undertale
  • 2016 - Final Fantasy XV
  • 2017a - ๐Ÿ† Nier: Automata
  • 2017b - ๐Ÿ† Super Mario Odyssey
  • 2018 - ๐Ÿ† Legend of Zelda: Breath of the Wild
  • 2019 - ๐Ÿ† Fire Emblem: Three Houses

© theeluwin 2020