seongilp / DFE604-2020F-FinalProject

To Do 

• 논문 주제 정하기
  • GAN, deep fake
• 자료 검색
• proposal 작성

Draft

• Introduction (motivation, related works, challenges)
• Dataset - kaggle, dacon
• Current status
• Goals to achieve throughout this project
• Brief / tentative schedule
• Comparison with SOTA(state-of-the-art) and baseline

Links

• 딥러닝논문읽기모임 https://www.youtube.com/channel/UCDULrK2OJsiDhFroa2Aj_LQ/videos
• 동빈나 https://www.youtube.com/watch?v=FPcdxHCxH_o
  • https://github.com/ndb796/Deep-Learning-Paper-Review-and-Practice
• https://proceedings.neurips.cc/paper/2020
• AI KAIST - http://gsai.kaist.ac.kr/publication-research-year/
• https://thispersondoesnotexist.com/
• Dataset
  • https://www.kaggle.com/c/deepfake-detection-challenge
  • https://dacon.io/competitions/official/235655/overview/
• Motivation
  • http://www.aitimes.kr/news/articleView.html?idxno=14906
• https://aihub.or.kr/aidata/8005
• https://arxiv.org/abs/1901.08971
• https://arxiv.org/abs/1909.12962
• https://hoya012.github.io/
• https://mlv.korea.ac.kr/publications
• https://lsjsj92.tistory.com/599 NLP
• https://arxiv.org/pdf/2004.10934.pdf YoLo4
• https://sites.google.com/view/whanglab/videos VLDB 2020
• https://proceedings.neurips.cc/paper/2020 Neurips 2020