theeluwin

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

I am proud to be a feminist, bisexual, and atheist.

[ visit my blog! ]

Proxy-based Item Representation for Attribute and Context-aware Recommendation
Jinseok Seol, Minseok Gang, Sang-goo Lee, Jaehui Park
International Conference on Web Search and Data Mining (WSDM), 2024.
[ arXiv | code ]

Exploiting Session Information in BERT-based Session-aware Sequential Recommendation
Jinseok Seol, Youngrok Ko, Sang-goo Lee
International Conference on Research and Development in Information Retrieval (SIGIR), Short Paper, 2022.
[ paper | arXiv | code ]

Technologies for AI-Driven Fashion Social Networking Service with E-Commerce
Jinseok Seol, Seongjae Kim, Sungchan Park, Holim Lim, Hyunsoo Na, Eunyoung Park, Dohee Jung, Soyoung Park, Kangwoo Lee, Sang-goo Lee
International Semantic Intelligence Conference (ISIC), The Applications and Deployment Track, 2022.
[ arXiv ]

딥러닝을 통한 하이엔드 패션 브랜드 감성 학습
장세윤, 김하연, 이유리, 설진석, 김성재, 이상구
한국의류학회지 46권 1호, p165-181, 2022.
[ paper ]

False Negative Distillation and Contrastive Learning for Personalized Outfit Recommendation
Seongjae Kim, Jinseok Seol, Holim Lim, Sang-goo Lee
arXiv preprint, 2021.
[ arXiv ]

Contrastive Learning for Unsupervised Image-to-Image Translation
Hanbit Lee, Jinseok Seol, Sang-goo Lee
arXiv preprint, 2021.
[ arXiv ]

Masked Contrastive Learning for Anomaly Detection
Hyunsoo Cho, Jinseok Seol, Sang-goo Lee
International Joint Conferences on Artificial Intelligence Organization (IJCAI), 2021.

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 Workshop, 2019.
[ paper ]

Love2Live: CVAE 기반 스쿨 아이돌 이미지 생성
제이미
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 Workshop, 2017.
[ paper | arxiv ]

lexrankr: LexRank 기반 한국어 다중 문서 요약
설진석, 이상구
한국정보과학회 동계학술발표회, 2016.
[ paper | code | dataset ]

한국어에 적합한 단어 임베딩 모델 및 파라미터 튜닝에 관한 연구
최상혁, 설진석, 이상구
제28회 한글 및 한국어 정보처리 학술대회 논문집 (HCLT), 2016.
[ paper ]

CRF를 활용한 한글로 적힌 외래어 및 외국어 받아쓰기 인식
제이미
Proceedings of 1st Conference on SIG Sub-Culture (SSCC), 2016.
[ paper | code ]

3D 환경 내 빛의 굴절과 반사 구현에 관하여
강신동, 설진석, 홍철주
한국컴퓨터종합학술대회 논문집 (KCC), 2016.
[ paper | academia | code ]

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 - 세 줄 요약기
TextRank 기반 한국어 문서 요약 서비스
[ site | repo1 | repo2 | blog | press1 | press2 ]

Samitizer
a python library for parsing SAMI files
[ repo ]

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 ]

타이타닉에서 살아남기 - 머신러닝101
Kaggle의 타이타닉 문제에 대한 기초 풀이 설명과 데모 [ link ]