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joint training 1low-label regimes 1pretraining 1self-supervised learning 1semi-supervised learning 1

From the 1 of 1 linked paper with an AI index.

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1 paper

cs.CV2026

Self-Supervised Visual Representation Learning: Pretrain-Finetuning or Joint Training?

Nusrat Munia, Tyler Ward, Nishat Nayla +2

The paper empirically compares pretraining‑finetuning and joint training of self‑supervised and supervised objectives across multiple SSL methods and vision tasks, showing that joi…