2 papers
cs.LG2025
WDformer: A Wavelet-based Differential Transformer Model for Time Series Forecasting
Xiaojian Wang, Chaoli Zhang, Zhonglong Zheng +1
Time series forecasting has various applications, such as meteorological rainfall prediction, traffic flow analysis, financial forecasting, and operational load monitoring for vari…
cs.CV2025
A New Formulation of Lipschitz Constrained With Functional Gradient Learning for GANs
Chang Wan, Ke Fan, Xinwei Sun +4
This paper introduces a promising alternative method for training Generative Adversarial Networks (GANs) on large-scale datasets with clear theoretical guarantees. GANs are typical…