Image Retrieval

Generative retrieval has demonstrated strong performance by directly generating product semantic identifiers (SIDs). Extending this paradigm to image search, however, is nontrivial because real-world query images contain…

Image Retrieval

Weaving Visual Narratives: Agentic Image Bundle Composition Beyond Atomic Visual Matching

2026-08-27 · Rong Shan, Tianyi Xu, Congmin Zheng, Wenteng Chen 외 hf

Image retrieval has traditionally been formulated as a point-wise matching problem, where each candidate image is scored in isolation. However, this atomic paradigm fails to capture the complexity of human search intent …

Image Retrieval

MulVec: Fine-Grained Role-Aware Matching for Training-Free Zero-Shot Composed Image Retrieval

2026-08-26 · Zihao Zhang, Dayan Wu, Xinze Liu, Hengjie Zhu 외 arxiv

Training-free zero-shot composed image retrieval finds a target image in a gallery from a reference image and a text edit without learning from task-specific image triplets. Existing methods typically describe the target…

Image Retrieval

EviRank: Structured Relevance Evidence for Multimodal Image Re-ranking

2026-08-21 · Enjun Du, Siyi Liu, Zirong Chen, Xinyu Zuo 외 arxiv

Real-world image search queries are multimodal and compositional: ``find this shirt in pink'' specifies an entity to retain, an attribute to modify, and context to ignore. Yet existing re-rankers either compress such mul…

Image Retrieval

SCORE: Subject Coordinate Recovery for Label-Free Cross-Subject EEG-to-Image Retrieval

2026-08-19 · Zhenyao Cui, Siyuan Kan, Siyang Li, Ziwei Wang 외 arxiv

Accurate visual decoding can reveal how the brain represents visual information and recover perceived content from neural signals such as electroencephalography (EEG), with potential for neural communication. However, cu…

Image Retrieval

Beyond Trial Averaging: Anchoring Neural and Visual Representations for Few-Repetition Brain-to-Image Retrieval

2026-08-19 · Zhenyao Cui, Siyuan Kan, Dingkun Liu, Dongrui Wu arxiv

Decoding visual information from brain signals probes neural representations and enables neuro-rehabilitation and dream decoding. Recent brain-to-image retrieval approaches have achieved promising performance, typically …

Image Retrieval

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