Search Results for author: Shiven Sinha

Found 2 papers, 1 papers with code

RanDumb: A Simple Approach that Questions the Efficacy of Continual Representation Learning

1 code implementation13 Feb 2024 Ameya Prabhu, Shiven Sinha, Ponnurangam Kumaraguru, Philip H. S. Torr, Ozan Sener, Puneet K. Dokania

Our investigation is both surprising and alarming as it questions our understanding of how to effectively design and train models that require efficient continual representation learning, and necessitates a principled reinvestigation of the widely explored problem formulation itself.

Continual Learning Representation Learning

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