๋ณธ ๊ธ์ Hierachical Structure์ ๊ธ์ฐ๊ธฐ ๋ฐฉ์์ผ๋ก, ๊ธ์ ์ ์ฒด์ ์ธ ๋งฅ๋ฝ์ ํ์ ํ๊ธฐ ์ฝ๋๋ก ์์ฑ๋์์ต๋๋ค.
๋ํ ๋ณธ ๊ธ์ CSF(Curation Service for Facilitation)๋ก ์ธ์ฉ๋(์ฐธ์กฐ๋) ๋ชจ๋ ์ถ์ฒ๋ ์๋ตํฉ๋๋ค.
Velog | Lecture | Description | Video | Slide | Pages |
---|---|---|---|---|---|
์์ฑ์ค | Lecture01 | Introduction to Convolutional Neural Networks for Visual Recognition | video | slide | subtitle |
์์ฑ์ค | Lecture02 | Image Classification | video | slide | subtitle |
์์ฑ์ค | Lecture03 | Loss Functions and Optimization | video | slide | subtitle |
์์ฑ์ค | Lecture04 | Introduction to Neural Networks | video | slide | subtitle |
์์ฑ์ค | Lecture05 | Convolutional Neural Networks | video | slide | subtitle |
์์ฑ์ค | Lecture06 | Training Neural Networks I | video | slide | subtitle |
์์ฑ์ค | Lecture07 | Training Neural Networks II | video | slide | subtitle |
์์ฑ์ค | Lecture08 | Deep Learning Software | video | slide | subtitle |
์์ฑ์ค | Lecture09 | CNN Architectures | video | slide | subtitle |
์์ฑ์ค | Lecture10 | Recurrent Neural Networks | video | slide | subtitle |
์์ฑ์ค | Lecture11 | Detection and Segmentation | video | slide | subtitle |
์์ฑ์ค | Lecture12 | Visualizing and Understanding | video | slide | subtitle |
์์ฑ์ค | Lecture13 | Generative Models | video | slide | subtitle |
์์ฑ์ค | Lecture14 | Deep Reinforcement Learning | video | slide | subtitle |
์์ฑ์ค | Lecture15 | Invited Talk: Song Han Efficient Methods and Hardware for Deep Learning | video | slide | subtitle |
์์ฑ์ค | Lecture16 | Invited Talk: Ian Goodfellow Adversarial Examples and Adversarial Training | video | slide | subtitle |