2 papers
cs.LG2026
One Patch, Three Roles: What Is Actually Coupled in Autoregressive Time-Series Forecasting?
Ziang Li, Yue Huang, Guoxu Zhou +4
Patch-based autoregressive time-series forecasting often ties input representation, learned transitions, and recursive execution to one patch length. We ask which of these roles ca…
cs.CV2025
Single Image Reflection Separation via Dual Prior Interaction Transformer
Yue Huang, Tianle Hu, Yu Chen +3
Single image reflection separation aims to separate the transmission and reflection layers from a mixed image. Existing methods typically combine general priors from pre-trained mo…