- 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
- 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- KyoHoon Jin, JeongA Wi, KyeongPil Kan and YoungBin Kim, "Korean Historical Documents Analysis with Improved Dynamic Word Embedding", 2020 Applied Sciences [Link]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]
- JunHyeok An, KyoHoon Jin, JeongA Wi, ShinYoung Kim and YoungBin Kim "์ธ๋ก ํฉ์ฑ๊ณฑ๊ณผ ์ํ์ค ์ ๋ณด๋ฅผ ํ์ฉํ ํ๊ตญ ๊ณ ๋ฌธ์ ๋ฌธ์ ์ธ์ (Characters recognition of korean historical documents using vertical convolution and sequence representation)", 2020 Korea Computer Congress (KCC) [Link]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 "์ ๊ฒฝ๋ง๊ณผ ๋น์์ ํ๋ ฌ ๋ถํด ๊ธฐ๋ฐ ๋๊ท๋ชจ ์ด๋ฏธ์ง ๋ฐ์ดํฐ์ ๊ตฐ์งํ ๊ธฐ๋ฒ (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 "ํ ์คํธ ๋ง์ด๋์ ํ์ฉํ ์กฐ์ ์์ ๊ต์ฒด ์ ํ ์๋ ์ํฉ ๋ถ์ (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 "ํต๊ณ์ ๊ตฌ๋ฌธ๋ถ์๊ณผ Attention๊ธฐ๋ฐ ์ฌ์ธต ์ ๊ฒฝ๋ง์ ํตํ ์กฐ์ ์์กฐ์ค๋ก ๊ธฐ๊ณ๋ฒ์ญ (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]
- Korean Historical Document Translation and Analysis
- Sponsor: BrainKorea21(BK21)
- Performance: 2 Publications and 2 Domestic Publications
- Date: Mar. 2019 to Current
- Role: ๋ฒ์ญ ๋ชจ๋ธ ๊ฐ๋ฐ
- ์ธ๊ณต์ง๋ฅ์ ํ์ฉํ ๋ค๋ฌธํ๊ฐ์ ์ธ์ด๊ต์ก
- Sponsor: BrainKorea21(BK21); Cross Functional Team (CFT) Project
- Date: Jul. 2019 to Feb. 2020
- Role: ์ด๋ฆฐ์ด๋ค์ ์ธ์ด ์์ค ํ์ ์๊ณ ๋ฆฌ์ฆ ๊ฐ๋ฐ ๋ฐ ์ธ์ด ๊ต์ก ๋ด์ฉ ์๊ฐํ
- ๊ฑด์ค์์
์ฅ ์์ ๋ฐฉํด๋ฌผ ๊ฒ์ถ ์์คํ
- Sponsor: National Research Foundation of Korea (NRF) and National IT Industry Promotion Agency (NIPA); ์ผ๋ฐ๊ณต๋ ์ฐ๊ตฌ์ง์์ฌ์
- Performance: 2 Publications (Under Review)
- Date: Mar. 2019 to Current
- Role: GAN์ ํ์ฉํ Data Augmentation
- ์ฃผํ ํ๊ฒฝ ์ ์ ๊ฐ์ฒด ์ธ์ง AI ๋ฐ์ดํฐ
- Sponsor: National Information Society Agency (NIA); ์ธ๊ณต์ง๋ฅ ํ์ต์ฉ ๋ฐ์ดํฐ ๊ตฌ์ถ ์ฌ์
- Performance: 1 Domestic Publications (Under Review)
- Date: Sep. 2020 to Dec. 2020
- Role: GAN์ ํ์ฉํ Data Augmentation
- ์ ์ ๊ด๋๊ฐ ์์ธก ํ๋ซํผ
- Sponsor: Seoul Business Agency (SBA); ์์ธ์ ์ฐํ์ฐ ํ๋ ฅ์ฌ์ ํ ์คํธ๋ฒ ๋ ์ค์ฆ์ง์ ์ฌ์
- Date: Dec. 2020 to Current
- Role: Natural Language Process ์ด๊ด
- [์ต์ฐ์์] Best Paper Award, ํ๊ตญ ์ ๋ณด ๊ณผํํ
- [์ฅ๋ ค์] 2018 ๋น ์ฝํ ์คํธ, ํ๊ตญ์ ๋ณดํ์งํฅ์
- [ํน๋ณ์] ์ 7ํ ๊ตํต๋ฐ์ดํฐ ๊ณต๋ชจ์ , ๊ตญํ ๊ตํต๋ถ
- [ํน๋ณ์] ์๋ฆฌ์ค ์๋์ฒผ๋ฆฐ์ง, ์นด์ด์คํธ
- [์ฐ์์] ์ 1ํ ์คํฌ์ธ ๋ฐ์ดํฐ ํ์ฉ ๊ฒฝ์ง๋ํ, ๊ตญ๋ฏผ์ฒด์ก์งํฅ๊ณต๋จ & ํ๊ตญํ๋ก๋๊ตฌ์ฐ๋งน
- [์ฐ์์] ์ 3ํ ๊ฒฝ๊ธฐ ๋น ๋ฐ์ดํฐ ํ์ฉ๋ถ์ ๊ฒฝ์ง๋ํ, ๊ฒฝ๊ธฐ์ฝํ ์ธ ์งํฅ์
- [์ฅ๋ ค์] ์ 3ํ ๊ฒฝ๊ธฐ ๋น ๋ฐ์ดํฐ ์์ด๋์ด ๊ณต๋ชจ์ , ๊ฒฝ๊ธฐ์ฝํ ์ธ ์งํฅ์
- "๋ชจ์ ํคํฌ์ธํธ ๊ฒ์ถ AI ๊ฒฝ์ง๋ํ" (Dacon) 21th/156team (Top 14%) [Link]
- "์ 2ํ ์ปดํจํฐ ๋น์ ํ์ต ๊ฒฝ์ง๋ํ" (Dacon) 8th/215team (Top 4%) [Link]
- "2020 ์ธ๊ณต์ง๋ฅ ์จ๋ผ์ธ ๊ฒฝ์ง๋ํ" (AI Hub) Task 7; Object Detection 3rd/400team | Total 43th/400team
- "AI์ผ, ์ง์ง ๋ด์ค๋ฅผ ์ฐพ์์ค!" (Dacon) 53th/192team (Top 28%) [Link]