2 papers
cs.LG2024
Integration of Mamba and Transformer -- MAT for Long-Short Range Time Series Forecasting with Application to Weather Dynamics
Wenqing Zhang, Junming Huang, Ruotong Wang +3
Long-short range time series forecasting is essential for predicting future trends and patterns over extended periods. While deep learning models such as Transformers have made sig…
cs.CV2024
Exploiting Diffusion Prior for Out-of-Distribution Detection
Armando Zhu, Jiabei Liu, Keqin Li +4
Out-of-distribution (OOD) detection is crucial for deploying robust machine learning models, especially in areas where security is critical. However, traditional OOD detection meth…