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Gil Amsalem

2 accepted papers

2024

Tell Me What Is Good about This Property: Leveraging Reviews for Segment-Personalized Image Collection Summarization

AAAI 2024technical

Image collection summarization techniques aim to present a compact representation of an image gallery through a carefully selected subset of images that captures its semantic content. When it comes to web content, however, the ideal selection can vary based on the user's specific intentions and pref…

Cited by 2SourcePDFScholar
2023

MuMIC – Multimodal Embedding for Multi-Label Image Classification with Tempered Sigmoid

AAAI 2023technical

Multi-label image classification is a foundational topic in various domains. Multimodal learning approaches have recently achieved outstanding results in image representation and single-label image classification. For instance, Contrastive Language-Image Pretraining (CLIP) demonstrates impressive im…

Cited by 11SourcePDFScholar