Resources

HGU NMT is open at http://203.252.112.19:8888/

• • Kor-Eng and Eng-Kor Translation System base on Neural Machine Translation with Proper Noun Dictionary.

Deep Learning Tutorial (PyTorch Camp 2021) by MILAb

• • Machine learning lectures (1 semester): https://www.youtube.com/playlist?list=PLa_Ee35YDBDdaYMFHBKAdmx8fm8VcTnNY

  • Deep learning practice code

  • Deep Learning and PyTorch Lectures at YouTube(2019)

  • 2020 AI Korea '알기쉬운 인공지능' (RNN and NLP) part1 and part2 (in Korean)

  • Live recording of 2021 Pytorch camp (English lectures)

Talks

• • "데이타는 어떻게 지능이 되는가" 미래사회와 대안기술 포럼, 2021.01.09

    • https://www.youtube.com/watch?v=W4y8m4d7JoY

  • "Introduction to RNN and NLP", @AI Korea 2020 (Zoom), 2020.08.27

  • PyTorch Summer Camp @HGU (2020.07.15 ~ 2020.07.17)

    • with DongNyeong Heo, Chungjun Lee

  • "RNNs and NLP", @StradVision (2020.07.06)

  • "POSTECH 인공지능연구원 AI CASE STUDY 특강", @POSTECH (2020.07.06)

  • "Deep Learning Workshop", @G.camp (2020.06.25~06.26)

    • with D. Heo and C. Lee

    • https://gcamp.tistory.com/1513?category=827016

  • "RNN and attention in NLP", @ETRI (2020.2.7)

  • "Deep Learning Workshop", @G.camp (2020.01.17~01.18)

    • with H. Eom

    • https://gcamp.tistory.com/1100

• • "AI and Applications", @HGU 평생교육원 (2019.12.10)

  • "recurrent neural networks and their applications to NLP", @RIST (2019.10.11)

  • "memory and representation in recurrent neural networks" @SNU (2019.08.05)

  • PyTorch Summer Camp @HGU (2019.07.29 ~ 2019.07.31)

    • with Chanung Jeong, Hayoung Eom, and DongNyeong Heo

  • Poster presentation @AI Korea 2019 (Yonsei Univ.) (2019.07.26)

    • Sangchul Hahn, "Self-Knowledge Distillation in Natural Language Processing"

    • Hayoung Eom, "Alpha-Integration Pooling for Convolutional Neural Networks"

  • "AI Case Studies", POSCO AI experts training course @POSTECH (2019.06.28)

  • "mathematical issues in optimization and data manifold of neural networks", @KMS Spring Meeting, (2019.04.20)

  • "recurrent neural networks and their applications to NLP", @SKKU (2019.03.15)

  • PyTorch Tutorial @HGU (2019.02.19)

    • with SangChul Hahn, Chanung Jeong, and Hayoung Eom

  • POSTECH-HGU Workshop - 'Math in Machine Learning' @POSTECH (2019.01.29)

    • SangChul Hahn, "Generative Adversarial Networks for Text Generation"

    • Hayoung Eom, "Pooling Methods for Convolutional Neural Networks"