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20172023
most citedBack-Translated Task Adaptive Pretraining: Improving Accuracy and Robustness on Text Classification

6 citations · 13 across the 8 of their papers we have counts for

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2 papers · 1 filter

cs.LG2023

Multi-Task Self-Supervised Time-Series Representation Learning

Heejeong Choi, Pilsung Kang

Time-series representation learning can extract representations from data with temporal dynamics and sparse labels. When labeled data are sparse but unlabeled data are abundant, co…

cs.LG2022

Recurrent Auto-Encoder With Multi-Resolution Ensemble and Predictive Coding for Multivariate Time-Series Anomaly Detection

Heejeong Choi, Subin Kim, Pilsung Kang

As large-scale time-series data can easily be found in real-world applications, multivariate time-series anomaly detection has played an essential role in diverse industries. It en…