saitros/fhzh123

Hi there 👋

• I'm currentrly working on Department of Image Science and Arts, Chung-Ang University Intelligent Information Processing Lab. (IIPL)
• I'm currently learning Natural Language Processing
• My interest is Neural Machine Translation, Language Modeling and NLP Augmentation.
• Ask me about fhzh@naver.com or fhzh123@cau.ac.kr

Publications

• KyeongPil Kang, KyoHoon Jin, SoYoung Yang, SuJin Jang, JaeGul Choo and YoungBin Kim "Restoring and Mining the Records of the Joseon Dynasty via Neural Language Modeling and Machine Translation", 2021 Annual Conference of the North American Chapter of the Association for Computational Linguistics (NAACL) [Link]
• JongBin Won, JongWoong Park, SooJin Jang, KyoHoon Jin and YoungBin Kim, "Automated Structural Damage Identification Using Data Normalization and 1-Dimensional Convolutional Neural Network", 2021 Applied Sciences [Link]
• KyoHoon Jin, JeongA Wi, KyeongPil Kan and YoungBin Kim, "Korean Historical Documents Analysis with Improved Dynamic Word Embedding", 2020 Applied Sciences [Link]
• YuChul Shin, JaeWon Kim, KyoHoon Jin and YoungBin Kim, "Playtesting in Match 3 Game Using Strategic Plays via Reinforcement Learning", 2020 IEEE Access [Link]
• SooJin Jang, KyoHoon Jin, JunHyeok An and YoungBin Kim, "Regional Patch-Based Feature Interpolation Method for Effective Regularization", 2020 IEEE Access [Link]

Domestic Publications

• JunHyeok An, KyoHoon Jin, JeongA Wi, ShinYoung Kim and YoungBin Kim "세로 합성곱과 시퀀스 정보를 활용한 한국 고문서 문자 인식 (Characters recognition of korean historical documents using vertical convolution and sequence representation)", 2020 Korea Computer Congress (KCC) [Link]
• SooJin Jang, KyoHoon Jin, KyeongPil Kang and YoungBin Kim "신경망과 비음수 행렬 분해 기반 대규모 이미지 데이터셋 군집화 기법 (Large-scale Image Dataset Clustering via Non-negative Matrix Factorization and Neural Network)", 2019 Korea Signal Processing Conference (KSPC) [Link]
• YunSung Cho, KyeongPil Kang, KyoHoon Jin and YoungBin Kim "텍스트 마이닝을 활용한 조선 왕위 교체 전후 시대 상황 분석 (Historical Background Analysis of Royal Translation in Joseon Dynasty via Text Mining)", 2019 Korea Computer Congress (KCC) [Link]
• KyoHoon Jin, KyeongPil Kang, YunSung Cho and YoungBin Kim "통계적 구문분석과 Attention기반 심층 신경망을 통한 조선왕조실록 기계번역 (Machine Translation of the Annals of the Joseon Dynasty via the Statistical Parsing and Attention-based Deep Neural Network)", 2019 Korea Computer Congress (KCC) [Link]

Projects

• Korean Historical Document Translation and Analysis
  • Sponsor: BrainKorea21(BK21)
  • Performance: 2 Publications and 2 Domestic Publications
  • Date: Mar. 2019 to Current
  • Role: 번역 모델 개발
• 인공지능을 활용한 다문화가정 언어교육
  • Sponsor: BrainKorea21(BK21); Cross Functional Team (CFT) Project
  • Date: Jul. 2019 to Feb. 2020
  • Role: 어린이들의 언어 수준 파악 알고리즘 개발 및 언어 교육 내용 시각화
• 건설작업장 안전 방해물 검출 시스템
  • Sponsor: National Research Foundation of Korea (NRF) and National IT Industry Promotion Agency (NIPA); 일반공동 연구지원사업
  • Performance: 2 Publications (Under Review)
  • Date: Mar. 2019 to Current
  • Role: GAN을 활용한 Data Augmentation
• 주행 환경 정적 객체 인지 AI 데이터
  • Sponsor: National Information Society Agency (NIA); 인공지능 학습용 데이터 구축 사업
  • Performance: 1 Domestic Publications (Under Review)
  • Date: Sep. 2020 to Dec. 2020
  • Role: GAN을 활용한 Data Augmentation
• 전시 관람객 예측 플랫폼
  • Sponsor: Seoul Business Agency (SBA); 서울시 산학연 협력사업 테스트베드 실증지원 사업
  • Date: Dec. 2020 to Current
  • Role: Natural Language Process 총괄

Prize

• [최우수상] Best Paper Award, 한국 정보 과학회
• [장려상] 2018 빅콘테스트, 한국정보화진흥원
• [특별상] 제7회 교통데이터 공모전, 국토교통부
• [특별상] 엘리스 에듀첼린지, 카이스트
• [우수상] 제1회 스포츠데이터 활용 경진대회, 국민체육진흥공단 & 한국프로농구연맹
• [우수상] 제3회 경기 빅데이터 활용분석 경진대회, 경기콘텐츠진흥원
• [장려상] 제3회 경기 빅데이터 아이디어 공모전, 경기콘텐츠진흥원

Competitions

• "모션 키포인트 검출 AI 경진대회" (Dacon) 21th/156team (Top 14%) [Link]
• "제2회 컴퓨터 비전 학습 경진대회" (Dacon) 8th/215team (Top 4%) [Link]
• "2020 인공지능 온라인 경진대회" (AI Hub) Task 7; Object Detection 3rd/400team | Total 43th/400team
• "AI야, 진짜 뉴스를 찾아줘!" (Dacon) 53th/192team (Top 28%) [Link]

Skills

• Python (3.6.9)
• PyTorch (1.8.0)
• Pandas (1.2.4)
• NumPy (1.20)
• Unity (2019.1.14)