[Paper Review] Informer: Beyond Efficient Transformer for Long Sequence Time-Series March 06 2021 긴 시계열 예측에 특화된 트랜스포머 모델
[Paper Review] Shape and Time Distortion Loss for Training Deep Time Series Forecasting Models February 20 2021 비정상성을 가진 시계열 데이터를 위한 새로운 Loss function 제안
[Paper Review] Adversarial sparse transformer for time series forecasting January 15 2021 GAN을 활용한 Transformer 훈련
[Paper Review] N-BEATS: Neural Basis Expansion Analysis for Interpretable Time Series Forecasting November 29 2020 오직 딥러닝 아키텍처만을 이용한 TS모델