3 papers
cs.LG2026
TimeRSI: Towards Self-Improved Agentic Deployment for Time-Series Foundation Models
Haoxin Liu, Deqing Fu, Lucheng Fu +4
Time-series foundation models provide strong zero-shot forecast, but deployment for real-world applications still requires task-specific designs for model inputs and outputs. Direc…
eess.IV2025
Intermediate Domain-guided Adaptation for Unsupervised Chorioallantoic Membrane Vessel Segmentation
Pengwu Song, Zhiping Wang, Peng Yao +5
The chorioallantoic membrane (CAM) model is a widely used in vivo platform for studying angiogenesis, especially in relation to tumor growth, drug delivery, and vascular biology.Si…
cs.LG2022
Phased Progressive Learning with Coupling-Regulation-Imbalance Loss for Imbalanced Data Classification
Liang Xu, Yi Cheng, Fan Zhang +6
Deep convolutional neural networks often perform poorly when faced with datasets that suffer from quantity imbalances and classification difficulties. Despite advances in the field…