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News/Spectral-Aware Analytic Class-Incremental Learning for Long-Tailed Distributions
arxiv
PublishedJuly 28, 2026 at 4:00 AM
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Spectral-Aware Analytic Class-Incremental Learning for Long-Tailed Distributions

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arXiv:2607.22931v1 Announce Type: new Abstract: Analytic Continual Learning (ACL) offers a computationally efficient alternative to gradient-based approaches. Recent ACL methods are based on Recursive Least Squares (RLS) and have achieved the state-of-the-art results compared to other alternatives.

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