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Supervised Contrastive Learning

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04:00

2026-09-21

arxiv.org

computer-vision

LoRA Enhanced Contrastive Learning with SAS Vision Transformers

A three-stage parameter-efficient framework adapting DINOv3 Vision Transformer models to synthetic aperture sonar (SAS) automatic target recognition found that Low-Rank Adaptation (LoRA) alone raised …

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DINOv3 1 Vision Transformer 1 Low-Rank Adaptation 1 arXiv 1 synthetic aperture sonar 1

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computer vision 1 machine learning 1 ai research 1 neural networks 1