1 citations · 1 across the 2 of their papers we have counts for
2 papers
cs.LG2025
Exploring Transferability of Self-Supervised Learning by Task Conflict Calibration
Huijie Guo, Jingyao Wang, Peizheng Guo +3
In this paper, we explore the transferability of SSL by addressing two central questions: (i) what is the representation transferability of SSL, and (ii) how can we effectively mod…
cs.AI2025★ 1 cited
Fewer yet critical: Reducing Redundant Token Dependencies for Transformer-based Time Series Forecasting
Jianqi Zhang, Yuchan Liu, Zeen Song +2
Time series forecasting (TSF) is important in real-world applications. Recently, Transformer-based methods have achieved strong performance by modeling token dependencies through a…