Paper Review

혼자 끄적이는 논문 정리

Transfer Learning

  • [CVPR 2019] SpotTune:Transfer Learning through Adaptive Fine-tuning [Go]

Data imputation

  • [ICML 2018] GAIN : Missing Data Imputation using Generative Adversarial Nets [Go]

Class imbalance

  • [CVPR 2019] Class-Balanced Loss Based on Effective Number of Samples [Go]

Confidence calibration

  • [ICLR 2020] Distance-Based Learning from Errors for Confidence Calibration [Go]

Anomaly Detection

  • [KDD 2020] USAD : Unsupervised Anomaly Detection on Multivariate Time Series [Go]

Reinforcement learning

  • Introduction [Go]
  • [arXiv 2013] Playing Atari with Deep Reinforcement Learning [Go]