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A Comprehensive Survey on Composed Image Retrieval

https://doi.org/10.1145/3767328
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What this work says

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

inferredcites →https://doi.org/10.1007/978-3-319-10602-1_48openalex-snapshot
Microsoft COCO: Common Objects in Context
inferredcites →https://doi.org/10.1007/s11263-016-0981-7openalex-snapshot
Visual Genome: Connecting Language and Vision Using Crowdsourced Dense Image Annotations
inferredcites →https://doi.org/10.1016/j.knosys.2024.112135openalex-snapshot
Collaborative group: Composed image retrieval via consensus learning from noisy annotations
inferredcites →https://doi.org/10.1016/j.patrec.2023.06.018openalex-snapshot
Attribute disentanglement with gradient reversal for interactive fashion retrieval
inferredcites →https://doi.org/10.1109/cvpr.2009.5206848openalex-snapshot
ImageNet: A large-scale hierarchical image database
inferredcites →https://doi.org/10.1109/cvpr.2018.00804openalex-snapshot
Learning Attribute Representations with Localization for Flexible Fashion Search
inferredcites →https://doi.org/10.1109/cvpr.2019.00660openalex-snapshot
Composing Text and Image for Image Retrieval - an Empirical Odyssey
inferredcites →https://doi.org/10.1109/cvpr46437.2021.01115openalex-snapshot
Fashion IQ: A New Dataset Towards Retrieving Images by Natural Language Feedback
inferredcites →https://doi.org/10.1109/cvpr52729.2023.01850openalex-snapshot
Pic2Word: Mapping Pictures to Words for Zero-shot Composed Image Retrieval
inferredcites →https://doi.org/10.1109/cvpr52733.2024.01256openalex-snapshot
Language-only Efficient Training of Zero-shot Composed Image Retrieval
inferredcites →https://doi.org/10.1109/cvpr52734.2025.00866openalex-snapshot
Bridging Modalities: Improving Universal Multimodal Retrieval by Multimodal Large Language Models
inferredcites →https://doi.org/10.1109/iccv48922.2021.00213openalex-snapshot
Image Retrieval on Real-life Images with Pre-trained Vision-and-Language Models
inferredcites →https://doi.org/10.1109/iccv48922.2021.00986openalex-snapshot
Swin Transformer: Hierarchical Vision Transformer using Shifted Windows
inferredcites →https://doi.org/10.1109/iccv51070.2023.01407openalex-snapshot
Zero-Shot Composed Image Retrieval with Textual Inversion
inferredcites →https://doi.org/10.1109/jproc.2017.2675998openalex-snapshot
Remote Sensing Image Scene Classification: Benchmark and State of the Art
inferredcites →https://doi.org/10.1109/tcad.2024.3445809openalex-snapshot
FIRM-Tree: A Multidimensional Index Structure for Reprogrammable Flash Memory
inferredcites →https://doi.org/10.1109/tcsvt.2023.3306738openalex-snapshot
Multi-Grained Attention Network With Mutual Exclusion for Composed Query-Based Image Retrieval
inferredcites →https://doi.org/10.1109/tcsvt.2024.3401006openalex-snapshot
Set of Diverse Queries With Uncertainty Regularization for Composed Image Retrieval
inferredcites →https://doi.org/10.1109/tgrs.2024.3390838openalex-snapshot
RemoteCLIP: A Vision Language Foundation Model for Remote Sensing
inferredcites →https://doi.org/10.1109/tgrs.2024.3404605openalex-snapshot
Scene Graph-Aware Hierarchical Fusion Network for Remote Sensing Image Retrieval With Text Feedback
inferredcites →https://doi.org/10.1109/tgrs.2025.3572827openalex-snapshot
Language-Empowered Conversion for Remote Sensing Image Retrieval With Text Feedback
inferredcites →https://doi.org/10.1109/tip.2021.3138302openalex-snapshot
Geometry Sensitive Cross-Modal Reasoning for Composed Query Based Image Retrieval
inferredcites →https://doi.org/10.1109/tip.2022.3204213openalex-snapshot
Composed Image Retrieval via Explicit Erasure and Replenishment With Semantic Alignment
inferredcites →https://doi.org/10.1109/tip.2023.3299791openalex-snapshot
Composed Image Retrieval via Cross Relation Network With Hierarchical Aggregation Transformer
inferredcites →https://doi.org/10.1109/tip.2024.3359062openalex-snapshot
Multimodal Composition Example Mining for Composed Query Image Retrieval
inferredcites →https://doi.org/10.1109/tmm.2022.3222624openalex-snapshot
Adversarial and Isotropic Gradient Augmentation for Image Retrieval With Text Feedback
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/tmm.2023.3273466openalex-snapshot
Enhance Composed Image Retrieval via Multi-Level Collaborative Localization and Semantic Activeness Perception
inferredcites →https://doi.org/10.1109/tmm.2024.3369898openalex-snapshot
Negative-Sensitive Framework With Semantic Enhancement for Composed Image Retrieval
inferredcites →https://doi.org/10.1109/tmm.2024.3417694openalex-snapshot
Align and Retrieve: Composition and Decomposition Learning in Image Retrieval With Text Feedback
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.2019.2929036openalex-snapshot
Pose-Guided Representation Learning for Person Re-Identification
inferredcites →https://doi.org/10.1109/tpami.2023.3305243openalex-snapshot
Multimodal Image Synthesis and Editing: The Generative AI Era
inferredcites →https://doi.org/10.1109/tpami.2023.3346434openalex-snapshot
Self-Training Boosted Multi-Factor Matching Network for Composed Image Retrieval
inferredcites →https://doi.org/10.1109/tpami.2024.3463799openalex-snapshot
CoVR-2: Automatic Data Construction for Composed Video Retrieval
inferredcites →https://doi.org/10.1145/1348246.1348248openalex-snapshot
Image retrieval
inferredcites →https://doi.org/10.1145/3065386openalex-snapshot
ImageNet classification with deep convolutional neural networks
inferredcites →https://doi.org/10.1145/3209978.3209996openalex-snapshot
Neural Compatibility Modeling with Attentive Knowledge Distillation
inferredcites →https://doi.org/10.1145/3209978.3210003openalex-snapshot
Attentive Moment Retrieval in Videos
inferredcites →https://doi.org/10.1145/3240508.3240549openalex-snapshot
Cross-modal Moment Localization in Videos
inferredcites →https://doi.org/10.1145/3240508.3240646openalex-snapshot
Interpretable Multimodal Retrieval for Fashion Products
inferredcites →https://doi.org/10.1145/3397271.3401150openalex-snapshot
Generative Attribute Manipulation Scheme for Flexible Fashion Search
inferredcites →https://doi.org/10.1145/3404835.3462967openalex-snapshot
Comprehensive Linguistic-Visual Composition Network for Image Retrieval
inferredcites →https://doi.org/10.1145/3478642openalex-snapshot
Tell, Imagine, and Search: End-to-end Learning for Composing Text and Image to Image Retrieval
inferredcites →https://doi.org/10.1145/3596445openalex-snapshot
Modeling Long-range Dependencies and Epipolar Geometry for Multi-view Stereo
inferredcites →https://doi.org/10.1145/3617597openalex-snapshot
Composed Image Retrieval using Contrastive Learning and Task-oriented CLIP-based Features
inferredcites →https://doi.org/10.1145/3626772.3657727openalex-snapshot
Simple but Effective Raw-Data Level Multimodal Fusion for Composed Image Retrieval
inferredcites →https://doi.org/10.1145/3626772.3657740openalex-snapshot
LDRE: LLM-based Divergent Reasoning and Ensemble for Zero-Shot Composed Image Retrieval
inferredcites →https://doi.org/10.1145/3626772.3657831openalex-snapshot
Fine-grained Textual Inversion Network for Zero-Shot Composed Image Retrieval
inferredcites →https://doi.org/10.1145/3639469openalex-snapshot
Cross-Modal Attention Preservation with Self-Contrastive Learning for Composed Query-Based Image Retrieval
inferredcites →https://doi.org/10.1145/3640345openalex-snapshot
SPIRIT: Style-guided Patch Interaction for Fashion Image Retrieval with Text Feedback
inferredcites →https://doi.org/10.1145/3696410openalex-snapshot
Proceedings of the ACM on Web Conference 2025
inferredcites →https://doi.org/10.1145/3726302.3729950openalex-snapshot
Diffusion Augmented Retrieval: A Training-Free Approach to Interactive Text-to-Image Retrieval
inferredcites →https://doi.org/10.1162/neco.1997.9.8.1735openalex-snapshot
Long Short-Term Memory
inferredcites →https://doi.org/10.3115/v1/d14-1179openalex-snapshot
Learning Phrase Representations using RNN Encoder–Decoder for Statistical Machine Translation
inferredcites →https://doi.org/10.3390/rs10060964openalex-snapshot
Performance Evaluation of Single-Label and Multi-Label Remote Sensing Image Retrieval Using a Dense Labeling Dataset
inferredcites →https://doi.org/10.4230/lipics.itp.2023.19openalex-snapshot
Exploiting Generative AI to Scale up Intelligent Tutoring Systems
inferredcites →https://doi.org/10.48550/arxiv.2210.11416openalex-snapshot
Scaling Instruction-Finetuned Language Models

What points at this work

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

inferred← citeshttps://doi.org/10.1007/978-3-032-18474-0_5openalex-snapshot
GEARS: Generative Edit Agent for Retrieval and Synthesis
inferred← citeshttps://doi.org/10.1007/978-3-032-25159-6_4openalex-snapshot
ArtKB: A Multimodal Art Knowledge Base for Cultural Heritage
inferred← citeshttps://doi.org/10.1007/978-3-032-37023-5_29openalex-snapshot
OCTOPUS: Multi-agentic Universal Compositional Visual Retrieval
inferred← citeshttps://doi.org/10.1007/978-3-032-38401-0_38openalex-snapshot
Scene-Level Composed Sketch+Text Image Retrieval Network Based on Query-Based Semantic Fusion and Progressive Semantic Alignment
inferred← citeshttps://doi.org/10.1007/978-981-95-3393-0_7openalex-snapshot
Multi-view Captioning with Semantic Delta Re-ranking for Zero-Shot Composed Video Retrieval
inferred← citeshttps://doi.org/10.1007/s00530-026-02394-8openalex-snapshot
Mllm-guided hierarchical semantic ensemble with adaptive visual fusion for zero-shot composed video retrieval
inferred← citeshttps://doi.org/10.1007/s13042-026-03245-8openalex-snapshot
Cross-modal transformer fusion for EEG-trajectory navigation prediction in virtual reality
inferred← citeshttps://doi.org/10.1016/j.patcog.2026.113654openalex-snapshot
I2ID: Disentangling identity features via synchronized masking for zero-shot composed person retrieval
inferred← citeshttps://doi.org/10.1016/j.patcog.2026.114298openalex-snapshot
ENVISAGE: An image captioning dataset and conformal uncertainty modeling framework to assist visually impaired individuals
inferred← citeshttps://doi.org/10.1080/07366981.2026.2616064openalex-snapshot
Advancing enterprise IT audit through cross-modal semantic alignment: Using image–text retrieval to improve evidence accuracy and risk detection
inferred← citeshttps://doi.org/10.1109/aic70896.2026.11717305openalex-snapshot
Visual Similarity Framework for Automotive Bumper Design Benchmarking
inferred← citeshttps://doi.org/10.1109/icaiss68683.2026.11525882openalex-snapshot
Graph-Enhanced Deep Feature Refinement and Confidence-Weighted Relevance Feedback for Robust Content-Based Image Retrieval
inferred← citeshttps://doi.org/10.1109/tmc.2025.3637042openalex-snapshot
Privacy-Preserving Image Retrieval With Deep Learning in Edge Computing
inferred← citeshttps://doi.org/10.1145/3731715.3733377openalex-snapshot
Low-Rank Adaptation for Parameter-Efficient Fine-Tuning in Composed Image Retrieval
inferred← citeshttps://doi.org/10.1145/3805622.3810764openalex-snapshot
Egocentric Action Recognition with Retrieval-Augmented Learning
inferred← citeshttps://doi.org/10.1145/3805622.3810811openalex-snapshot
Reranking-based Analysis on Visual and Textual Query Contribution to Composed Image Retrieval
inferred← citeshttps://doi.org/10.1145/3805712.3809836openalex-snapshot
ADaFuSE: Adaptive Diffusion-generated Image and Text Fusion for Interactive Text-to-Image Retrieval
inferred← citeshttps://doi.org/10.1145/3821437openalex-snapshot
InstructTime++: Time Series Classification with Multimodal Language Modeling via Implicit Feature Enhancement
inferred← citeshttps://doi.org/10.2139/ssrn.7358569openalex-snapshot
ImageIndex: An LLM Agent-based Hybrid Framework for Reasoning-driven Image Retrieval
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