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]