2 papers
cs.LG2025
DUAL: Dynamic Uncertainty-Aware Learning
Jiahao Qin, Bei Peng, Feng Liu +2
Deep learning models frequently encounter feature uncertainty in diverse learning scenarios, significantly impacting their performance and reliability. This challenge is particular…
cs.GR2025
Ancestral Mamba: Enhancing Selective Discriminant Space Model with Online Visual Prototype Learning for Efficient and Robust Discriminant Approach
Jiahao Qin, Feng Liu, Lu Zong
In the realm of computer graphics, the ability to learn continuously from non-stationary data streams while adapting to new visual patterns and mitigating catastrophic forgetting i…