Deep Boosting Learning: A Brand-New Cooperative Approach for Image-Text Matching
Sign Up to like & getrecommendations! Published in 2024 at "IEEE Transactions on Image Processing"
DOI: 10.1109/tip.2024.3396063
Abstract: Image-text matching remains a challenging task due to heterogeneous semantic diversity across modalities and insufficient distance separability within triplets. Different from previous approaches focusing on enhancing multi-modal representations or exploiting cross-modal correspondence for more accurate… read more here.
Keywords: boosting learning; brand new; text matching; image ... See more keywords
Boosting the Learning for Ranking Patterns
Sign Up to like & getrecommendations! Published in 2022 at "Algorithms"
DOI: 10.48550/arxiv.2203.02696
Abstract: Pattern mining is a valuable tool for exploratory data analysis, but identifying relevant patterns for a specific user is challenging. Various interestingness measures have been developed to evaluate patterns, but they may not efficiently estimate… read more here.
Keywords: boosting learning; learning ranking; user; ranking patterns ... See more keywords