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Pranjal Kumar Maurya

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Conference Open access Sep 2026

Vision Language Models for Cross-Modal Retrieval

Contrastive Language–Image Pre-training (CLIP) gives strong zero-shot baselines for cross-modal retrieval, but full fine-tuning is costly and InfoNCE treats every non-matching pair as an equally wrong negative. We study parameter-efficient fine-tuning of CLIP ViT-B/32 on MS-COCO 2017 with three components added increme...

Pranjal Kumar Maurya, Sofia Singh, Rahul Agrawal et al. · 0 citations

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