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Towards Retrieval-Augmented Architectures for Image Captioning

https://doi.org/10.1145/3663667
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What this work says

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

inferredcites →https://doi.org/10.1007/978-1-4614-3223-4_11openalex-snapshot
Text Mining in Multimedia
inferredcites →https://doi.org/10.1007/s00530-014-0399-4openalex-snapshot
Accurate online video tagging via probabilistic hybrid modeling
inferredcites →https://doi.org/10.1007/s11042-020-09539-5openalex-snapshot
Reference-based model using multimodal gated recurrent units for image captioning
inferredcites →https://doi.org/10.1007/s11263-020-01316-zopenalex-snapshot
The Open Images Dataset V4
inferredcites →https://doi.org/10.1007/s11263-023-01949-wopenalex-snapshot
Generating More Pertinent Captions by Leveraging Semantics and Style on Multi-Source Datasets
inferredcites →https://doi.org/10.1016/s0898-1221(96)90463-0openalex-snapshot
Advances in neural information processing systems 7
inferredcites →https://doi.org/10.1109/icme.2002openalex-snapshot
Proceedings. IEEE International Conference on Multimedia and Expo
inferredcites →https://doi.org/10.1109/jproc.2010.2050411openalex-snapshot
I2T: Image Parsing to Text Description
inferredcites →https://doi.org/10.1109/tbdata.2019.2921572openalex-snapshot
Billion-Scale Similarity Search with GPUs
inferredcites →https://doi.org/10.1109/tip.2012.2202676openalex-snapshot
Visual-Textual Joint Relevance Learning for Tag-Based Social Image Search
inferredcites →https://doi.org/10.1109/tmm.2019.2896516openalex-snapshot
Know More Say Less: Image Captioning Based on Scene Graphs
inferredcites →https://doi.org/10.1109/tmm.2021.3093725openalex-snapshot
Exploring Pairwise Relationships Adaptively From Linguistic Context in Image Captioning
inferredcites →https://doi.org/10.1109/tmm.2023.3235495openalex-snapshot
Multi-Modal Transformer With Global-Local Alignment for Composed Query Image Retrieval
inferredcites →https://doi.org/10.1109/tpami.2022.3148210openalex-snapshot
From Show to Tell: A Survey on Deep Learning-Based Image Captioning
inferredcites →https://doi.org/10.1145/3226037openalex-snapshot
Image Captioning with Affective Guiding and Selective Attention
inferredcites →https://doi.org/10.1145/3295500openalex-snapshot
Proceedings of the International Conference for High Performance Computing, Networking, Storage and Analysis
inferredcites →https://doi.org/10.1145/3439734openalex-snapshot
Integrating Scene Semantic Knowledge into Image Captioning
inferredcites →https://doi.org/10.1145/3460474openalex-snapshot
Bi-Directional Co-Attention Network for Image Captioning
inferredcites →https://doi.org/10.1145/3499027openalex-snapshot
Cross-modal Graph Matching Network for Image-text Retrieval
inferredcites →https://doi.org/10.1145/3544548openalex-snapshot
Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems
inferredcites →https://doi.org/10.1145/3580366openalex-snapshot
Bottom-up and Top-down Object Inference Networks for Image Captioning
inferredcites →https://doi.org/10.1145/3631356openalex-snapshot
Cross-modal Semantically Augmented Network for Image-text Matching
inferredcites →https://doi.org/10.1145/3638558openalex-snapshot
Exploring Visual Relationships via Transformer-based Graphs for Enhanced Image Captioning
inferredcites →https://doi.org/10.1162/neco.1997.9.8.1735openalex-snapshot
Long Short-Term Memory
inferredcites →https://doi.org/10.18653/v1/2021.emnlp-mainopenalex-snapshot
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing
inferredcites →https://doi.org/10.18653/v1/2023.emnlp-mainopenalex-snapshot
Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing
inferredcites →https://doi.org/10.18653/v1/2024.findings-acl.807openalex-snapshot
The Revolution of Multimodal Large Language Models: A Survey
inferredcites →https://doi.org/10.18653/v1/d15-1openalex-snapshot
Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing
inferredcites →https://doi.org/10.3233/aic-210172openalex-snapshot
Explaining transformer-based image captioning models: An empirical analysis

What points at this work

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

inferred← citeshttps://doi.org/10.1007/978-981-96-9961-2_1openalex-snapshot
HRACap: Lightweight Image Captioning via Hierarchical Retrieval-Augmented Prompt
inferred← citeshttps://doi.org/10.1007/s00371-025-03824-wopenalex-snapshot
SCAP: enhancing image captioning through lightweight feature sifting and hierarchical decoding
inferred← citeshttps://doi.org/10.1007/s00530-025-01775-9openalex-snapshot
Dual-visual collaborative enhanced transformer for image captioning
inferred← citeshttps://doi.org/10.1016/j.jestch.2025.102009openalex-snapshot
Tiny TR-CAP: A novel small-scale benchmark dataset for general-purpose image captioning tasks
inferred← citeshttps://doi.org/10.1016/j.neucom.2025.129645openalex-snapshot
A comprehensive overview of Generative AI (GAI): Technologies, applications, and challenges
inferred← citeshttps://doi.org/10.1109/aic70896.2026.11716799openalex-snapshot
Multimodal Image Description Generation and Alignment Mechanism Integrating Visual Context
inferred← citeshttps://doi.org/10.1109/ccic68129.2026.11485989openalex-snapshot
AI-Powered Image Captioning with Voice Narration and Regional Language Support
inferred← citeshttps://doi.org/10.1109/cvmi66673.2025.11337710openalex-snapshot
From Images to Insights: A Scientometric Study of Image Captioning Research from 2021 to 2025
inferred← citeshttps://doi.org/10.1109/ijcnn64981.2025.11227734openalex-snapshot
Beyond Similarity: Aligning Retrieval with Generation for Enhanced Image Captioning
inferred← citeshttps://doi.org/10.1109/ijcnn64981.2025.11229186openalex-snapshot
Fashion-RAG: Multimodal Fashion Image Editing via Retrieval-Augmented Generation
inferred← citeshttps://doi.org/10.1109/sist61657.2025.11139191openalex-snapshot
Image Captioning with PSO-Optimized ResNeXt and Custom Transformer Architecture
inferred← citeshttps://doi.org/10.1109/tip.2026.3712347openalex-snapshot
VMFormer: Visual Clues-Guided Multi-Stage Transformer for Image Captioning
inferred← citeshttps://doi.org/10.1145/3778450.3778512openalex-snapshot
Hierarchical Alignment-enhanced Transformer-based Network for Image Captioning
inferred← citeshttps://doi.org/10.1186/s40537-026-01377-wopenalex-snapshot
A comprehensive survey on deep learning approaches for image captioning: a systematic review
inferred← citeshttps://doi.org/10.15308/sinteza-2025-544-549openalex-snapshot
Multimodal Retrieval-Augmented Generation in Knowledge Systems: A Framework for Enhanced Semantic Search and Response Accuracy
inferred← citeshttps://doi.org/10.18535/ijecs.v14i06.5163openalex-snapshot
Architectural Features of Extended Retrieval Generation with External Memory
inferred← citeshttps://doi.org/10.21203/rs.3.rs-4394715/v1openalex-snapshot
Bring Retrieval Augmented Generation to Google Gemini via External API: An Evaluation with BIG-Bench Dataset
inferred← citeshttps://doi.org/10.32388/ooam1qopenalex-snapshot
Large Vision-Language Model Alignment and Misalignment: A Survey Through the Lens of Explainability
inferred← citeshttps://doi.org/10.3390/app15105608openalex-snapshot
NuCap: A Numerically Aware Captioning Framework for Improved Numerical Reasoning
inferred← citeshttps://doi.org/10.3390/electronics14091716openalex-snapshot
DMFormer: Dense Memory Linformer for Image Captioning
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