M. Sai Subramaniam

<i> S ² IL </i> : Structurally Stable Incremental Learning

2025 · IEEE Access

Feature Distillation (FD) strategies are proven to be effective in mitigating Catastrophic Forgetting (CF) seen in Class Incremental Learning (CIL). However, current FD approaches enforce strict alignment of feature magnitudes and directions across incremental steps, …