Decoding The Deep(24W)

1분 분량

GDGoC GIST Chapter에서 24년도 겨울방학 시즌에 진행한 세미나 정리 자료입니다.

연사는 두 분으로

  1. GIST 학부생 21 이은결
  2. GIST 대학원 석사 과정 고강빈

First Session(Jan. of 25)

  1. Basics of Neural Network
  2. Neural Network Training Strategy
  3. Neural Network Design Method
  4. Basic NLP-1
  5. Basic NLP-2
  6. Basic RL
  7. Combinatorial Optimization

Second Session(Feb. of 25)

  1. Theoretical Understanding of Generative Models
  2. Application and Trend of Generative models
  3. Basics of Recommendation System based on DL
  4. Advanced Technique of Recommendation System based on DL
  5. XAI
  6. Recent Methods and Trends of XAI