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MKVSE: Multimodal Knowledge Enhanced Visual-semantic Embedding for Image-text Retrieval
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What this work says
Outgoing claims: the papers this work cites, builds on, or argues with.
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Stacked Cross Attention for Image-Text Matching
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UNITER: UNiversal Image-TExt Representation Learning
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Oscar: Object-Semantics Aligned Pre-training for Vision-Language Tasks
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Multimodal Named Entity Recognition with Image Attributes and Image Knowledge
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Microsoft COCO: Common Objects in Context
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ImageNet Large Scale Visual Recognition Challenge
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Visual Genome: Connecting Language and Vision Using Crowdsourced Dense Image Annotations
inferredcites →https://doi.org/10.1109/78.650093openalex-snapshot
Bidirectional recurrent neural networks
inferredcites →https://doi.org/10.1109/cvpr.2014.81openalex-snapshot
Rich Feature Hierarchies for Accurate Object Detection and Semantic Segmentation
inferredcites →https://doi.org/10.1109/cvpr.2015.7298932openalex-snapshot
Deep visual-semantic alignments for generating image descriptions
inferredcites →https://doi.org/10.1109/cvpr.2017.201openalex-snapshot
Linking Image and Text with 2-Way Nets
inferredcites →https://doi.org/10.1109/cvpr.2017.232openalex-snapshot
Dual Attention Networks for Multimodal Reasoning and Matching
inferredcites →https://doi.org/10.1109/cvpr.2018.00611openalex-snapshot
Neural Motifs: Scene Graph Parsing with Global Context
inferredcites →https://doi.org/10.1109/cvpr.2018.00636openalex-snapshot
Bottom-Up and Top-Down Attention for Image Captioning and Visual Question Answering
inferredcites →https://doi.org/10.1109/cvpr42600.2020.01267openalex-snapshot
IMRAM: Iterative Matching With Recurrent Attention Memory for Cross-Modal Image-Text Retrieval
inferredcites →https://doi.org/10.1109/tpami.2016.2577031openalex-snapshot
Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks
inferredcites →https://doi.org/10.1109/tpami.2018.2797921openalex-snapshot
Learning Two-Branch Neural Networks for Image-Text Matching Tasks
inferredcites →https://doi.org/10.1109/tpami.2022.3148470openalex-snapshot
Image-Text Embedding Learning via Visual and Textual Semantic Reasoning
inferredcites →https://doi.org/10.1145/2818346openalex-snapshot
Proceedings of the 2015 ACM on International Conference on Multimodal Interaction
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Multi-Modal Knowledge Representation Learning via Webly-Supervised Relationships Mining
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Fake News Detection on Social Media
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Facial Expression Analysis under Partial Occlusion
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Context-Aware Embeddings for Automatic Art Analysis
inferredcites →https://doi.org/10.1145/3340531.3411947openalex-snapshot
Multi-modal Knowledge Graphs for Recommender Systems
inferredcites →https://doi.org/10.1145/3372278.3390713openalex-snapshot
Fake News Detection via Knowledge-driven Multimodal Graph Convolutional Networks
inferredcites →https://doi.org/10.1145/3394171.3413880openalex-snapshot
Poet: Product-oriented Video Captioner for E-commerce
inferredcites →https://doi.org/10.1145/3394171.3413961openalex-snapshot
Context-Aware Multi-View Summarization Network for Image-Text Matching
inferredcites →https://doi.org/10.1145/3404835.3462829openalex-snapshot
Dynamic Modality Interaction Modeling for Image-Text Retrieval
inferredcites →https://doi.org/10.1145/3499027openalex-snapshot
Cross-modal Graph Matching Network for Image-text Retrieval
inferredcites →https://doi.org/10.1162/tacl_a_00166openalex-snapshot
From image descriptions to visual denotations: New similarity metrics for semantic inference over event descriptions
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Deeper Insights Into Graph Convolutional Networks for Semi-Supervised Learning
inferredcites →https://doi.org/10.1609/aaai.v34i01.5347openalex-snapshot
Modality to Modality Translation: An Adversarial Representation Learning and Graph Fusion Network for Multimodal Fusion
inferredcites →https://doi.org/10.1609/aaai.v34i07.6915openalex-snapshot
Adaptive Cross-Modal Embeddings for Image-Text Alignment
inferredcites →https://doi.org/10.18653/v1/2020.acl-main.236openalex-snapshot
Contextual Embeddings: When Are They Worth It?
inferredcites →https://doi.org/10.18653/v1/2020.acl-main.273openalex-snapshot
A Novel Graph-based Multi-modal Fusion Encoder for Neural Machine Translation
inferredcites →https://doi.org/10.3115/v1/d14-1162openalex-snapshot
Glove: Global Vectors for Word Representation
inferredcites →https://doi.org/10.48550/arxiv.1409.0473openalex-snapshot
Neural Machine Translation by Jointly Learning to Align and Translate
inferredcites →https://doi.org/10.48550/arxiv.1707.05612openalex-snapshot
VSE++: Improving Visual-Semantic Embeddings with Hard Negatives
What points at this work
Incoming claims: where this work appears in other papers’ reference lists and arguments.
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Cosine Similarity for Multimodal Knowledge Graph Embedding and Reasoning
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SemRank: Semantic Image Retrieval via Knowledge Graph Filtering and CLIP Embeddings
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TWRLR: Composed Image Retrieval Based via Two-Way Reciprocity Learning and Reasoning
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Flickr30K-CFQ: A Compact and Fragmented Query Dataset for Text-image Retrieval
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Entity Semantic Feature Fusion Network for Remote Sensing Image-Text Retrieval
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Efficient image-text retrieval via bi-cross-graph learning and multi-grained alignment
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Multi-modal knowledge graph entity alignment: a comprehensive survey
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Cross-modality interaction reasoning for enhancing vision-language pre-training in image-text retrieval
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inferred← citeshttps://doi.org/10.1007/s13735-025-00397-1openalex-snapshot
Global and local label-constrained alignment for image-text matching
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Progressive semantic aggregation and structured cognitive enhancement for image–text matching
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inferred← citeshttps://doi.org/10.1016/j.inffus.2025.103124openalex-snapshot
Knowledge Graphs for Multi-modal Learning: Survey and Perspective
inferred← citeshttps://doi.org/10.1016/j.ipm.2024.103968openalex-snapshot
Multi-level semantics probability embedding for image–text matching
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DDAN: Dual-Dimensional Attention Network for image–text retrieval
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The Application of Multimodal Intelligent Algorithms in Photographic Style Transfer and Generation
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Knowledge Graph Enhanced Multimodal Transformer for Image-Text Retrieval
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SGG-MVAR: Cross-Modal Retrieval With Scene Graph Generation and Multiview Attribute Relationship Guidance
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MLFormer: Unleashing Efficiency Without Attention for Multimodal Knowledge Graph Embedding
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Dynamic Visual Semantic Sub-Embeddings and Fast Re-Ranking for Image-Text Retrieval
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Correspondence Calibrating and Dynamic Consistency Learning for Noisy Cross-Modal Retrieval
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Knowledge-Enhanced Intra-Modal Consistency for Remote Sensing Image-Text Retrieval
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Enhancing and Accelerating Image-Text Retrieval with Knowledge Graphs and FAISS
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