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Hierarchical consensus hashing for cross-modal retrieval
Cross-modal hashing (CMH) has gained much attention due to its effectiveness and
efficiency in facilitating efficient retrieval between different modalities. Whereas, most …
efficiency in facilitating efficient retrieval between different modalities. Whereas, most …
Dual self-paced cross-modal hashing
Cross-modal hashing~(CMH) is an efficient technique to retrieve relevant data across
different modalities, such as images, texts, and videos, which has attracted more and more …
different modalities, such as images, texts, and videos, which has attracted more and more …
Weakly-supervised enhanced semantic-aware hashing for cross-modal retrieval
Owing to its query and storage efficiency, hash learning has sparked much interest for Cross-
Modal Retrieval (CMR) task. Previous literatures have proved the superiority of supervised …
Modal Retrieval (CMR) task. Previous literatures have proved the superiority of supervised …
Deep semantic-aware proxy hashing for multi-label cross-modal retrieval
Y Huo, Q Qin, J Dai, L Wang, W Zhang… - … on Circuits and …, 2023 - ieeexplore.ieee.org
Deep hashing has attracted broad interest in cross-modal retrieval because of its low cost
and efficient retrieval benefits. To capture the semantic information of raw samples and …
and efficient retrieval benefits. To capture the semantic information of raw samples and …
Joint specifics and consistency hash learning for large-scale cross-modal retrieval
With the dramatic increase in the amount of multimedia data, cross-modal similarity retrieval
has become one of the most popular yet challenging problems. Hashing offers a promising …
has become one of the most popular yet challenging problems. Hashing offers a promising …
Discrete online cross-modal hashing
With the prevalence of multimedia content on the Web which usually continuously comes in
a stream fashion, online cross-modal hashing methods have attracted extensive interest in …
a stream fashion, online cross-modal hashing methods have attracted extensive interest in …
Deep discrete cross-modal hashing with multiple supervision
Deep hashing has been widely used for large-scale cross-modal retrieval benefited from the
low storage cost and fast search speed. However, most existing deep supervised methods …
low storage cost and fast search speed. However, most existing deep supervised methods …
Adaptive marginalized semantic hashing for unpaired cross-modal retrieval
In recent years, Cross-Modal Hashing (CMH) has attracted much attention due to its fast
query speed and efficient storage. Previous studies have achieved promising results for …
query speed and efficient storage. Previous studies have achieved promising results for …
CKDH: CLIP-based knowledge distillation hashing for cross-modal retrieval
J Li, WK Wong, L Jiang, X Fang… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Recently, deep hashing-based cross-modal retrieval has attracted much attention of
researchers, due to its advantages of fast retrieval efficiency and low storage overhead, etc …
researchers, due to its advantages of fast retrieval efficiency and low storage overhead, etc …
Cross-modal hashing method with properties of hamming space: A new perspective
Cross-modal hashing (CMH) has attracted considerable attention in recent years. Almost all
existing CMH methods primarily focus on reducing the modality gap and semantic gap, ie …
existing CMH methods primarily focus on reducing the modality gap and semantic gap, ie …