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[2606.01863] Continual Learning as a Multiphase Moving-Boundary Problem
Abstract page for arXiv paper 2606.01863: Continual Learning as a Multiphase Moving-Boundary Problem
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[2606.00143] Regime-Adaptive Continual Learning for Portfolio Management
Abstract page for arXiv paper 2606.00143: Regime-Adaptive Continual Learning for Portfolio Management
[2605.29495] On-Policy Replay for Continual Supervised Fine-Tuning
Abstract page for arXiv paper 2605.29495: On-Policy Replay for Continual Supervised Fine-Tuning
[2605.29453] Forget Less, Generalize More: Unifying Temporal and Structural Adaptation for Dynamic Graphs
Abstract page for arXiv paper 2605.29453: Forget Less, Generalize More: Unifying Temporal and Structural Adaptation for Dynamic Graphs
[2605.28705] Understanding Generalization and Forgetting in In-Context Continual Learning
Abstract page for arXiv paper 2605.28705: Understanding Generalization and Forgetting in In-Context Continual Learning