RanDumb: random representations outperform online continually learned representations

Continual learning has primarily focused on the issue of catastrophic forgetting and the associated stability-plasticity tradeoffs. However, little attention has been paid to the efficacy of continually learned representations, as representations are learned alongside classifiers throughout the lear...

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Bibliographic Details
Main Authors: Prabhu, A, Sinha, S, Kumaraguru, P, Torr, PHS, Sener, O, Dokania, PK
Format: Conference item
Language:English
Published: NeurIPS 2025

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