Finetuning CLIP to Reason about Pairwise Differences

from Arxiv Papers · host Igor Melnyk

This paper enhances CLIP's contrastive learning by aligning image embeddings with text descriptions, improving image ranking, zero-shot classification, and introducing comparative prompting for better performance and geometric properties. https://arxiv.org/abs//2409.09721 YouTube: https://www.youtube.com/@ArxivPapers TikTok: https://www.tiktok.com/@arxiv_papers Apple Podcasts: https://podcasts.apple.com/us/podcast/arxiv-papers/id1692476016 Spotify: https://podcasters.spotify.com/pod/show/arxiv-papers

Episode metadata supplied by the publisher feed · Published Sep 17, 2024

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Finetuning CLIP to Reason about Pairwise Differences

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