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KC-EMA Mechanism: Theoretical Analysis and Derivation for IIL

KC-EMA Mechanism: Theoretical Analysis and Derivation for IIL

This section provides the detailed theoretical derivation for the KC-EMA mechanism in Instance-Incremental Learning


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Solid theoretical breakdown of the KC-EMA mechanism. I like that it doesn’t just throw formulas at you, but walks through derivation and implications. For anyone diving into IIL, understanding the core math is what separates the tweaks from the breakthroughs.


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