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Privacy-Enhanced Prototype-Based Federated Cross-Modal Hashing for Cross-Modal Retrieval

https://doi.org/10.1145/3674507
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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1016/j.future.2023.01.019openalex-snapshot
FedProc: Prototypical contrastive federated learning on non-IID data
inferredcites →https://doi.org/10.1016/j.knosys.2021.107927openalex-snapshot
Multi-label modality enhanced attention based self-supervised deep cross-modal hashing
inferredcites →https://doi.org/10.1016/j.knosys.2022.109891openalex-snapshot
Multiple instance relation graph reasoning for cross-modal hash retrieval
inferredcites →https://doi.org/10.1016/j.patcog.2017.02.034openalex-snapshot
Robust discrete code modeling for supervised hashing
inferredcites →https://doi.org/10.1049/cje.2021.00.455openalex-snapshot
Unsupervised Cross‐Media Hashing Learning via Knowledge Graph
inferredcites →https://doi.org/10.1109/cvpr.2017.348openalex-snapshot
Deep Cross-Modal Hashing
inferredcites →https://doi.org/10.1109/cvpr.2018.00446openalex-snapshot
Self-Supervised Adversarial Hashing Networks for Cross-Modal Retrieval
inferredcites →https://doi.org/10.1109/icassp49357.2023.10095814openalex-snapshot
Prototype-Based Layered Federated Cross-Modal Hashing
inferredcites →https://doi.org/10.1109/tcsvt.2023.3251395openalex-snapshot
Unsupervised Cross-Modal Hashing With Modality-Interaction
inferredcites →https://doi.org/10.1109/tcsvt.2024.3350695openalex-snapshot
CKDH: CLIP-Based Knowledge Distillation Hashing for Cross-Modal Retrieval
inferredcites →https://doi.org/10.1109/tdsc.2023.3336977openalex-snapshot
SecFed: A Secure and Efficient Federated Learning Based on Multi-Key Homomorphic Encryption
inferredcites →https://doi.org/10.1109/tip.2020.2963957openalex-snapshot
Multi-Task Consistency-Preserving Adversarial Hashing for Cross-Modal Retrieval
inferredcites →https://doi.org/10.1109/tip.2020.2974065openalex-snapshot
Deep Collaborative Multi-View Hashing for Large-Scale Image Search
inferredcites →https://doi.org/10.1109/tip.2022.3195059openalex-snapshot
Joint Specifics and Consistency Hash Learning for Large-Scale Cross-Modal Retrieval
inferredcites →https://doi.org/10.1109/tip.2022.3203216openalex-snapshot
Efficient Semi-Supervised Multimodal Hashing With Importance Differentiation Regression
inferredcites →https://doi.org/10.1109/tkde.2020.2987312openalex-snapshot
Deep Cross-Modal Hashing With Hashing Functions and Unified Hash Codes Jointly Learning
inferredcites →https://doi.org/10.1109/tkde.2022.3187023openalex-snapshot
Deep Cross-modal Proxy Hashing
inferredcites →https://doi.org/10.1109/tkde.2022.3218656openalex-snapshot
Work Together: Correlation-Identity Reconstruction Hashing for Unsupervised Cross-Modal Retrieval
inferredcites →https://doi.org/10.1109/tkde.2023.3282921openalex-snapshot
Multi-Modal Hashing for Efficient Multimedia Retrieval: A Survey
inferredcites →https://doi.org/10.1109/tkde.2023.3283984openalex-snapshot
Two-Stage Asymmetric Similarity Preserving Hashing for Cross-Modal Retrieval
inferredcites →https://doi.org/10.1109/tmm.2019.2922128openalex-snapshot
Multi-Pathway Generative Adversarial Hashing for Unsupervised Cross-Modal Retrieval
inferredcites →https://doi.org/10.1109/tmm.2020.3037456openalex-snapshot
Adaptive Partial Multi-View Hashing for Efficient Social Image Retrieval
inferredcites →https://doi.org/10.1109/tmm.2021.3053766openalex-snapshot
Aggregation-Based Graph Convolutional Hashing for Unsupervised Cross-Modal Retrieval
inferredcites →https://doi.org/10.1109/tmm.2022.3177901openalex-snapshot
Teacher-Student Learning: Efficient Hierarchical Message Aggregation Hashing for Cross-Modal Retrieval
inferredcites →https://doi.org/10.1109/tpami.2022.3177356openalex-snapshot
Unsupervised Contrastive Cross-modal Hashing
inferredcites →https://doi.org/10.1145/3331184.3331229openalex-snapshot
Supervised Hierarchical Cross-Modal Hashing
inferredcites →https://doi.org/10.1145/3356338openalex-snapshot
Sequential Cross-Modal Hashing Learning via Multi-scale Correlation Mining
inferredcites →https://doi.org/10.1145/3394171.3413962openalex-snapshot
Supervised Hierarchical Deep Hashing for Cross-Modal Retrieval
inferredcites →https://doi.org/10.1145/3404835.3462989openalex-snapshot
FedCMR: Federated Cross-Modal Retrieval
inferredcites →https://doi.org/10.1145/3446774openalex-snapshot
Label Consistent Flexible Matrix Factorization Hashing for Efficient Cross-modal Retrieval
inferredcites →https://doi.org/10.1145/3458281openalex-snapshot
Cross-Modal Hybrid Feature Fusion for Image-Sentence Matching
inferredcites →https://doi.org/10.1145/3474085.3475286openalex-snapshot
Joint-teaching: Learning to Refine Knowledge for Resource-constrained Unsupervised Cross-modal Retrieval
inferredcites →https://doi.org/10.1145/3499027openalex-snapshot
Cross-modal Graph Matching Network for Image-text Retrieval
inferredcites →https://doi.org/10.1145/3539618.3591660openalex-snapshot
Data-Aware Proxy Hashing for Cross-modal Retrieval
inferredcites →https://doi.org/10.1145/3581783.3612411openalex-snapshot
Multi-Granularity Interactive Transformer Hashing for Cross-modal Retrieval
inferredcites →https://doi.org/10.1145/3581783.3613837openalex-snapshot
Prototype-guided Knowledge Transfer for Federated Unsupervised Cross-modal Hashing
inferredcites →https://doi.org/10.1145/3632527openalex-snapshot
Supervised Hierarchical Online Hashing for Cross-modal Retrieval
inferredcites →https://doi.org/10.1145/3637442openalex-snapshot
Incomplete Cross-Modal Retrieval with Deep Correlation Transfer
inferredcites →https://doi.org/10.1145/3643639openalex-snapshot
Deep Neighborhood-aware Proxy Hashing with Uniform Distribution Constraint for Cross-modal Retrieval
inferredcites →https://doi.org/10.1609/aaai.v36i8.20819openalex-snapshot
FedProto: Federated Prototype Learning across Heterogeneous Clients
inferredcites →https://doi.org/10.1609/aaai.v37i8.26177openalex-snapshot
Securing Secure Aggregation: Mitigating Multi-Round Privacy Leakage in Federated Learning
inferredcites →https://doi.org/10.24963/ijcai.2018/396openalex-snapshot
Unsupervised Deep Hashing via Binary Latent Factor Models for Large-scale Cross-modal Retrieval
inferredcites →https://doi.org/10.24963/ijcai.2019/138openalex-snapshot
Graph Convolutional Network Hashing for Cross-Modal Retrieval
inferredcites →https://doi.org/10.52202/068431-1405openalex-snapshot
Federated Learning from Pre-Trained Models: A Contrastive Learning Approach

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

inferred← citeshttps://doi.org/10.1007/s00521-025-11815-0openalex-snapshot
A survey on multimodal federated learning
inferred← citeshttps://doi.org/10.1016/j.eswa.2026.134331openalex-snapshot
Federated learning under limited and imperfect label supervision: A survey
inferred← citeshttps://doi.org/10.1016/j.jbi.2026.104990openalex-snapshot
Lattice-based privacy-preserving multimodal retrieval for healthcare
inferred← citeshttps://doi.org/10.1016/j.neucom.2025.131560openalex-snapshot
Graph convolutional lifelong medical cross-modal hashing
inferred← citeshttps://doi.org/10.1109/icassp55912.2026.11461996openalex-snapshot
APPLE: Attention-Promoted Prototype Learning for Federated Cross-Modal Hashing
inferred← citeshttps://doi.org/10.1109/iwqos65803.2025.11143293openalex-snapshot
PP-DACMR: A Privacy-Preserving Deep Adversarial Hashing for Cross-Modal Retrieval
inferred← citeshttps://doi.org/10.1109/jproc.2024.3525147openalex-snapshot
Cross-Modal Retrieval: A Systematic Review of Methods and Future Directions
inferred← citeshttps://doi.org/10.1109/tcsvt.2025.3550794openalex-snapshot
PFedLAH: Personalized Federated Learning With Lookahead for Adaptive Cross-Modal Hashing
inferred← citeshttps://doi.org/10.1109/tcsvt.2025.3588161openalex-snapshot
Dual Prototypes-Based Personalized Federated Adversarial Cross-Modal Hashing
inferred← citeshttps://doi.org/10.1145/3721432openalex-snapshot
Deep Differential Lifelong Cross-modal Hashing for Stream Medical Data Retrieval
inferred← citeshttps://doi.org/10.1145/3734871openalex-snapshot
Domain-Aware Semantic Alignment Hashing for Large-Scale Zero-Shot Image Retrieval
inferred← citeshttps://doi.org/10.1145/3805712.3809550openalex-snapshot
Depression Detection from Social Media: A Mutual Guidance Multi-modal Network with Complementary Graph Learning
inferred← citeshttps://doi.org/10.1504/ijict.2025.147711openalex-snapshot
Design of AI-enhanced hybrid storage engine for multimodal data management
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