{"total":51,"rows":[{"id":"2108.04024","title":"Image Retrieval on Real-life Images with Pre-trained Vision-and-Language Models","created":"2021-08-09","cited_by_count":251,"area":null},{"id":"2302.03084","title":"Pic2Word: Mapping Pictures to Words for Zero-shot Composed Image Retrieval","created":"2023-02-06","cited_by_count":156,"area":null},{"id":"2303.11916","title":"CompoDiff: Versatile Composed Image Retrieval With Latent Diffusion","created":"2023-03-21","cited_by_count":85,"area":"diffusion"},{"id":"2103.16110","title":"Kaleido-BERT: Vision-Language Pre-training on Fashion Domain","created":"2021-03-30","cited_by_count":67,"area":"mllm"},{"id":"2310.05473","title":"Sentence-level Prompts Benefit Composed Image Retrieval","created":"2023-10-09","cited_by_count":59,"area":null},{"id":"2308.11485","title":"Composed Image Retrieval using Contrastive Learning and Task-oriented CLIP-based Features","created":"2023-08-22","cited_by_count":52,"area":null},{"id":"2308.14746","title":"CoVR-2: Automatic Data Construction for Composed Video Retrieval","created":"2023-08-28","cited_by_count":52,"area":null},{"id":"2309.16137","title":"Context-I2W: Mapping Images to Context-dependent Words for Accurate Zero-Shot Composed Image Retrieval","created":"2023-09-28","cited_by_count":52,"area":null},{"id":"2303.09429","title":"Data Roaming and Quality Assessment for Composed Image Retrieval","created":"2023-03-16","cited_by_count":46,"area":null},{"id":"2303.16604","title":"Bi-directional Training for Composed Image Retrieval via Text Prompt Learning","created":"2023-03-29","cited_by_count":43,"area":null},{"id":"2403.16005","title":"Knowledge-Enhanced Dual-stream Zero-shot Composed Image Retrieval","created":"2024-03-24","cited_by_count":36,"area":null},{"id":"2305.16304","title":"Candidate Set Re-ranking for Composed Image Retrieval with Dual Multi-modal Encoder","created":"2023-05-25","cited_by_count":35,"area":null},{"id":"2104.03015","title":"RTIC: Residual Learning for Text and Image Composition using Graph Convolutional Network","created":"2021-04-07","cited_by_count":27,"area":null},{"id":"2312.01998","title":"Language-only Efficient Training of Zero-shot Composed Image Retrieval","created":"2023-12-04","cited_by_count":27,"area":null},{"id":"2109.04275","title":"M5Product: Self-harmonized Contrastive Learning for E-commercial Multi-modal Pretraining","created":"2021-09-09","cited_by_count":26,"area":null},{"id":"2403.16997","title":"Composed Video Retrieval via Enriched Context and Discriminative Embeddings","created":"2024-03-25","cited_by_count":26,"area":null},{"id":"2404.11317","title":"Improving Composed Image Retrieval via Contrastive Learning with Scaling Positives and Negatives","created":"2024-04-17","cited_by_count":20,"area":null},{"id":"2411.16752","title":"Imagine and Seek: Improving Composed Image Retrieval with an Imagined Proxy","created":"2024-11-24","cited_by_count":18,"area":null},{"id":"2502.18495","title":"A Comprehensive Survey on Composed Image Retrieval","created":"2025-02-19","cited_by_count":17,"area":null},{"id":"2312.12273","title":"VQA4CIR: Boosting Composed Image Retrieval with Visual Question Answering","created":"2023-12-19","cited_by_count":11,"area":null},{"id":"2507.12416","title":"QuRe: Query-Relevant Retrieval through Hard Negative Sampling in Composed Image Retrieval","created":"2025-07-16","cited_by_count":8,"area":null},{"id":"2203.03809","title":"Image Search with Text Feedback by Additive Attention Compositional Learning","created":"2022-03-08","cited_by_count":7,"area":null},{"id":"2504.05316","title":"Scale Up Composed Image Retrieval Learning via Modification Text Generation","created":"2025-02-21","cited_by_count":7,"area":null},{"id":"2204.03111","title":"UIGR: Unified Interactive Garment Retrieval","created":"2022-04-06","cited_by_count":6,"area":null},{"id":"2304.07747","title":"Language Guided Local Infiltration for Interactive Image Retrieval","created":"2023-04-16","cited_by_count":6,"area":null},{"id":"2508.14039","title":"Beyond Simple Edits: Composed Video Retrieval with Dense Modifications","created":"2025-08-19","cited_by_count":6,"area":null},{"id":"2204.11004","title":"Training and challenging models for text-guided fashion image retrieval","created":"2022-04-23","cited_by_count":5,"area":null},{"id":"2308.08131","title":"Ranking-aware Uncertainty for Text-guided Image Retrieval","created":"2023-08-16","cited_by_count":5,"area":null},{"id":"2309.02169","title":"Dual Relation Alignment for Composed Image Retrieval","created":"2023-09-05","cited_by_count":5,"area":null},{"id":"2409.05405","title":"A Survey of Multimodal Composite Editing and Retrieval","created":"2024-09-09","cited_by_count":5,"area":null},{"id":"2502.08438","title":"Composite Sketch+Text Queries for Retrieving Objects with Elusive Names and Complex Interactions","created":"2025-02-12","cited_by_count":5,"area":null},{"id":"2504.10995","title":"TMCIR: Token Merge Benefits Composed Image Retrieval","created":"2025-04-15","cited_by_count":4,"area":null},{"id":"2505.17796","title":"DetailFusion: A Dual-branch Framework with Detail Enhancement for Composed Image Retrieval","created":"2025-05-23","cited_by_count":4,"area":null},{"id":"2405.15451","title":"Self-distilled Dynamic Fusion Network for Language-based Fashion Retrieval","created":"2024-05-24","cited_by_count":3,"area":null},{"id":"2311.14837","title":"Benchmarking Robustness of Text-Image Composed Retrieval","created":"2023-11-24","cited_by_count":2,"area":null},{"id":"2501.08347","title":"SCOT: Self-Supervised Contrastive Pretraining For Zero-Shot Compositional Retrieval","created":"2025-01-12","cited_by_count":2,"area":null},{"id":"2503.01334","title":"Composed Multi-modal Retrieval: A Survey of Approaches and Applications","created":"2025-03-03","cited_by_count":2,"area":null},{"id":"2503.05204","title":"Data-Efficient Generalization for Zero-shot Composed Image Retrieval","created":"2025-03-07","cited_by_count":2,"area":"mllm"},{"id":"2507.05970","title":"Automatic Synthesis of High-Quality Triplet Data for Composed Image Retrieval","created":"2025-07-08","cited_by_count":2,"area":null},{"id":"2308.16649","title":"Learning with Multi-modal Gradient Attention for Explainable Composed Image Retrieval","created":"2023-08-31","cited_by_count":1,"area":null},{"id":"2309.09531","title":"Decompose Semantic Shifts for Composed Image Retrieval","created":"2023-09-18","cited_by_count":1,"area":null},{"id":"2504.04339","title":"NCL-CIR: Noise-aware Contrastive Learning for Composed Image Retrieval","created":"2025-04-06","cited_by_count":1,"area":null},{"id":"2606.07032","title":"Never Seen Before: Benchmarking Genuine Zero-Shot Composed Image Retrieval with Consistent Video-Sourced Datasets","created":"2026-06-05","cited_by_count":1,"area":null},{"id":"2607.00374","title":"Learning to Compose: Revisiting Proxy Task Design for Zero-Shot Composed Image Retrieval","created":"2026-07-01","cited_by_count":1,"area":null},{"id":"2608.22500","title":"Learning Sample-wise Rank-aware Interpolation Weights for Composed Visual Data Retrieval","created":"2026-08-23","cited_by_count":1,"area":null},{"id":"2504.00812","title":"Scaling Prompt Instructed Zero Shot Composed Image Retrieval with Image-Only Data","created":"2025-04-01","cited_by_count":0,"area":null},{"id":"2508.02342","title":"Agentic Personalized Fashion Recommendation in the Age of Generative AI: Challenges, Opportunities, and Evaluation","created":"2025-08-04","cited_by_count":0,"area":"agents"},{"id":"2508.04424","title":"Composed Object Retrieval: Object-level Retrieval via Composed Expressions","created":"2025-08-06","cited_by_count":0,"area":null},{"id":"2605.24634","title":"Resolving Ambiguity in Composed Image Retrieval via Calibrated Interaction","created":"2026-05-23","cited_by_count":0,"area":null},{"id":"2606.18992","title":"Show, Don't Ask: Generative Visual Disambiguation for Composed Image Retrieval with Turn-Valid Coverage","created":"2026-06-17","cited_by_count":0,"area":null},{"id":"2608.29364","title":"Sketch2Inspire: Structure-Sensitive Evaluation for Product Retrieval","created":"2026-08-29","cited_by_count":0,"area":null}],"next_cursor":null}