2 papers
cs.CV2025
Breaking Forgetting: Training-Free Few-Shot Class-Incremental Learning via Conditional Diffusion
Haidong Kang, Ketong Qian, Yi Lu
Efforts to overcome catastrophic forgetting in Few-Shot Class-Incremental Learning (FSCIL) have primarily focused on developing more effective gradient-based optimization strategie…
q-fin.RM2025
Why Bonds Fail Differently? Explainable Multimodal Learning for Multi-Class Default Prediction
Yi Lu, Aifan Ling, Chaoqun Wang +1
In recent years, China's bond market has seen a surge in defaults amid regulatory reforms and macroeconomic volatility. Traditional machine learning models struggle to capture fina…