Never Seen Before: Benchmarking Genuine Zero-Shot Composed Image Retrieval with Consistent Video-Sourced Datasets | Paper Citation Record

Observation 5eb7b69d-7cea-4f65-b4b5-bf98e3f4e976 · outbound

This paper cites Heterogeneous feature fusion and cross-modal alignment for composed image retrieval,.

Never Seen Before: Benchmarking Genuine Zero-Shot Composed Image Retrieval with Consistent Video-Sourced Datasets Heterogeneous feature fusion and cross-modal alignment for composed image retrieval,

Reference 1

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This paper cites Effective conditioned and composed image retrieval combining clip-based features,.

Never Seen Before: Benchmarking Genuine Zero-Shot Composed Image Retrieval with Consistent Video-Sourced Datasets Effective conditioned and composed image retrieval combining clip-based features,

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This paper cites Target-guided composed image retrieval,.

Never Seen Before: Benchmarking Genuine Zero-Shot Composed Image Retrieval with Consistent Video-Sourced Datasets Target-guided composed image retrieval,

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Never Seen Before: Benchmarking Genuine Zero-Shot Composed Image Retrieval with Consistent Video-Sourced Datasets Self-training boosted multi-factor matching network for composed image retrieval,

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This paper cites Pic2word: Mapping pictures to words for zero-shot composed image retrieval,.

Never Seen Before: Benchmarking Genuine Zero-Shot Composed Image Retrieval with Consistent Video-Sourced Datasets Pic2word: Mapping pictures to words for zero-shot composed image retrieval,

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This paper cites Zero-Shot Composed Image Retrieval with Textual Inversion.

Never Seen Before: Benchmarking Genuine Zero-Shot Composed Image Retrieval with Consistent Video-Sourced Datasets Zero-Shot Composed Image Retrieval with Textual Inversion

Reference 6

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This paper cites Context-I2W: Mapping Images to Context-dependent Words for Accurate Zero-Shot Composed Image Retrieval.

Never Seen Before: Benchmarking Genuine Zero-Shot Composed Image Retrieval with Consistent Video-Sourced Datasets Context-I2W: Mapping Images to Context-dependent Words for Accurate Zero-Shot Composed Image Retrieval

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This paper cites Image retrieval on real-life images with pre-trained vision-and-language models,.

Never Seen Before: Benchmarking Genuine Zero-Shot Composed Image Retrieval with Consistent Video-Sourced Datasets Image retrieval on real-life images with pre-trained vision-and-language models,

Reference 8

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This paper cites Genecis: A benchmark for general con- ditional image similarity,.

Never Seen Before: Benchmarking Genuine Zero-Shot Composed Image Retrieval with Consistent Video-Sourced Datasets Genecis: A benchmark for general con- ditional image similarity,

Reference 9

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This paper cites Fashion iq: A new dataset towards retrieving images by natural language feedback,.

Never Seen Before: Benchmarking Genuine Zero-Shot Composed Image Retrieval with Consistent Video-Sourced Datasets Fashion iq: A new dataset towards retrieving images by natural language feedback,

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Never Seen Before: Benchmarking Genuine Zero-Shot Composed Image Retrieval with Consistent Video-Sourced Datasets Data roaming and quality assessment for composed image retrieval,

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This paper cites Dual compositional learning in interactive image retrieval,.

Never Seen Before: Benchmarking Genuine Zero-Shot Composed Image Retrieval with Consistent Video-Sourced Datasets Dual compositional learning in interactive image retrieval,

Reference 12

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This paper cites Visual compositional learning for human-object interaction detection,.

Never Seen Before: Benchmarking Genuine Zero-Shot Composed Image Retrieval with Consistent Video-Sourced Datasets Visual compositional learning for human-object interaction detection,

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This paper cites Leveraging large vision-language model as user intent-aware encoder for composed image retrieval,.

Never Seen Before: Benchmarking Genuine Zero-Shot Composed Image Retrieval with Consistent Video-Sourced Datasets Leveraging large vision-language model as user intent-aware encoder for composed image retrieval,

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This paper cites Ccin: Compositional conflict identification and neutralization for composed image retrieval.

Never Seen Before: Benchmarking Genuine Zero-Shot Composed Image Retrieval with Consistent Video-Sourced Datasets Ccin: Compositional conflict identification and neutralization for composed image retrieval

Reference 15

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This paper cites Covr: Learning composed video retrieval from web video captions,.

Never Seen Before: Benchmarking Genuine Zero-Shot Composed Image Retrieval with Consistent Video-Sourced Datasets Covr: Learning composed video retrieval from web video captions,

Reference 16

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This paper cites Bi-directional training for composed image retrieval via text prompt learning,.

Never Seen Before: Benchmarking Genuine Zero-Shot Composed Image Retrieval with Consistent Video-Sourced Datasets Bi-directional training for composed image retrieval via text prompt learning,

Reference 17

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This paper cites Sentence-level prompts benefit composed image retrieval,.

Never Seen Before: Benchmarking Genuine Zero-Shot Composed Image Retrieval with Consistent Video-Sourced Datasets Sentence-level prompts benefit composed image retrieval,

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This paper cites Dynamic bit-wise semantic transformer hashing for multi-modal retrieval,.

Never Seen Before: Benchmarking Genuine Zero-Shot Composed Image Retrieval with Consistent Video-Sourced Datasets Dynamic bit-wise semantic transformer hashing for multi-modal retrieval,

Reference 19

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This paper cites Fashion retrieval via graph reasoning networks on a similarity pyramid,.

Never Seen Before: Benchmarking Genuine Zero-Shot Composed Image Retrieval with Consistent Video-Sourced Datasets Fashion retrieval via graph reasoning networks on a similarity pyramid,

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This paper cites Multilin- gual text-to-image person retrieval via bidirectional relation reasoning and aligning,.

Never Seen Before: Benchmarking Genuine Zero-Shot Composed Image Retrieval with Consistent Video-Sourced Datasets Multilin- gual text-to-image person retrieval via bidirectional relation reasoning and aligning,

Reference 21

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Never Seen Before: Benchmarking Genuine Zero-Shot Composed Image Retrieval with Consistent Video-Sourced Datasets A corpus of natural language for visual reasoning,

Reference 22

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Never Seen Before: Benchmarking Genuine Zero-Shot Composed Image Retrieval with Consistent Video-Sourced Datasets Microsoft coco: Common objects in context,

Reference 23

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Never Seen Before: Benchmarking Genuine Zero-Shot Composed Image Retrieval with Consistent Video-Sourced Datasets Imagenet: A large-scale hierarchical image database,

Reference 24

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Never Seen Before: Benchmarking Genuine Zero-Shot Composed Image Retrieval with Consistent Video-Sourced Datasets “this is my unicorn, fluffy

Reference 25

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Never Seen Before: Benchmarking Genuine Zero-Shot Composed Image Retrieval with Consistent Video-Sourced Datasets Language-only Efficient Training of Zero-shot Composed Image Retrieval

Reference 26

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Never Seen Before: Benchmarking Genuine Zero-Shot Composed Image Retrieval with Consistent Video-Sourced Datasets Vision-by-Language for Training-Free Compositional Image Retrieval

Reference 27

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Never Seen Before: Benchmarking Genuine Zero-Shot Composed Image Retrieval with Consistent Video-Sourced Datasets Ldre: Llm-based divergent reasoning and ensemble for zero-shot composed image retrieval,

Reference 28

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This paper cites Semantic editing increment benefits zero-shot composed image retrieval,.

Never Seen Before: Benchmarking Genuine Zero-Shot Composed Image Retrieval with Consistent Video-Sourced Datasets Semantic editing increment benefits zero-shot composed image retrieval,

Reference 29

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Never Seen Before: Benchmarking Genuine Zero-Shot Composed Image Retrieval with Consistent Video-Sourced Datasets Mllm-i2w: Harnessing multimodal large language model for zero-shot composed image retrieval,

Reference 30

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Never Seen Before: Benchmarking Genuine Zero-Shot Composed Image Retrieval with Consistent Video-Sourced Datasets Generative zero-shot composed image retrieval

Reference 31

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Never Seen Before: Benchmarking Genuine Zero-Shot Composed Image Retrieval with Consistent Video-Sourced Datasets Active supervised cross- modal retrieval,

Reference 32

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Never Seen Before: Benchmarking Genuine Zero-Shot Composed Image Retrieval with Consistent Video-Sourced Datasets Prvr: Partially relevant video retrieval,

Reference 33

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Never Seen Before: Benchmarking Genuine Zero-Shot Composed Image Retrieval with Consistent Video-Sourced Datasets Learning transferable visual models from natural language supervision,

Reference 34

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Never Seen Before: Benchmarking Genuine Zero-Shot Composed Image Retrieval with Consistent Video-Sourced Datasets Laion- 5b: An open large-scale dataset for training next generation image-text models,

Reference 35

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Never Seen Before: Benchmarking Genuine Zero-Shot Composed Image Retrieval with Consistent Video-Sourced Datasets Datacomp: In search of the next generation of multimodal datasets,

Reference 36

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Never Seen Before: Benchmarking Genuine Zero-Shot Composed Image Retrieval with Consistent Video-Sourced Datasets Wit: Wikipedia-based image text dataset for multimodal multilingual machine learning,

Reference 37

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Never Seen Before: Benchmarking Genuine Zero-Shot Composed Image Retrieval with Consistent Video-Sourced Datasets PaLI: A Jointly-Scaled Multilingual Language-Image Model

Reference 38

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Never Seen Before: Benchmarking Genuine Zero-Shot Composed Image Retrieval with Consistent Video-Sourced Datasets Data Filtering Networks

Reference 39

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This paper cites Composing text and image for image retrieval-an empirical odyssey,.

Never Seen Before: Benchmarking Genuine Zero-Shot Composed Image Retrieval with Consistent Video-Sourced Datasets Composing text and image for image retrieval-an empirical odyssey,

Reference 40

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Never Seen Before: Benchmarking Genuine Zero-Shot Composed Image Retrieval with Consistent Video-Sourced Datasets Image search with text feedback by visiolinguistic attention learning,

Reference 41

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Never Seen Before: Benchmarking Genuine Zero-Shot Composed Image Retrieval with Consistent Video-Sourced Datasets Image search with text feedback by deep hierarchical attention mutual information maximization,

Reference 42

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This paper cites Cosmo: Content-style modulation for image retrieval with text feedback,.

Never Seen Before: Benchmarking Genuine Zero-Shot Composed Image Retrieval with Consistent Video-Sourced Datasets Cosmo: Content-style modulation for image retrieval with text feedback,

Reference 43

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Never Seen Before: Benchmarking Genuine Zero-Shot Composed Image Retrieval with Consistent Video-Sourced Datasets Zero-shot Composed Text-Image Retrieval

Reference 44

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Never Seen Before: Benchmarking Genuine Zero-Shot Composed Image Retrieval with Consistent Video-Sourced Datasets isearle: Improving textual inversion for zero-shot composed image retrieval,

Reference 45

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This paper cites Towards codebook-free deep probabilistic quantization for image retrieval,.

Never Seen Before: Benchmarking Genuine Zero-Shot Composed Image Retrieval with Consistent Video-Sourced Datasets Towards codebook-free deep probabilistic quantization for image retrieval,

Reference 46

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Never Seen Before: Benchmarking Genuine Zero-Shot Composed Image Retrieval with Consistent Video-Sourced Datasets Mixture of subspaces image representation and compact coding for large-scale image retrieval,

Reference 47

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This paper cites BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding.

Never Seen Before: Benchmarking Genuine Zero-Shot Composed Image Retrieval with Consistent Video-Sourced Datasets BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding

Reference 48

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This paper cites Uniter: Universal image-text representation learning,.

Never Seen Before: Benchmarking Genuine Zero-Shot Composed Image Retrieval with Consistent Video-Sourced Datasets Uniter: Universal image-text representation learning,

Reference 49

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This paper cites VisualBERT: A Simple and Performant Baseline for Vision and Language.

Never Seen Before: Benchmarking Genuine Zero-Shot Composed Image Retrieval with Consistent Video-Sourced Datasets VisualBERT: A Simple and Performant Baseline for Vision and Language

Reference 50

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This paper cites Oscar: Object-semantics aligned pre-training for vision-language tasks,.

Never Seen Before: Benchmarking Genuine Zero-Shot Composed Image Retrieval with Consistent Video-Sourced Datasets Oscar: Object-semantics aligned pre-training for vision-language tasks,

Reference 51

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Never Seen Before: Benchmarking Genuine Zero-Shot Composed Image Retrieval with Consistent Video-Sourced Datasets Unresolved cited work

Reference 52

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This paper cites Vilbert: Pretraining task-agnostic visiolinguistic representations for vision-and-language tasks,.

Never Seen Before: Benchmarking Genuine Zero-Shot Composed Image Retrieval with Consistent Video-Sourced Datasets Vilbert: Pretraining task-agnostic visiolinguistic representations for vision-and-language tasks,

Reference 53

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This paper cites LXMERT: Learning Cross-Modality Encoder Representations from Transformers.

Never Seen Before: Benchmarking Genuine Zero-Shot Composed Image Retrieval with Consistent Video-Sourced Datasets LXMERT: Learning Cross-Modality Encoder Representations from Transformers

Reference 54

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This paper cites Optimization of rank losses for image retrieval,.

Never Seen Before: Benchmarking Genuine Zero-Shot Composed Image Retrieval with Consistent Video-Sourced Datasets Optimization of rank losses for image retrieval,

Reference 55

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Never Seen Before: Benchmarking Genuine Zero-Shot Composed Image Retrieval with Consistent Video-Sourced Datasets Attack as defense: Proactive adversarial multi-modal learning to evade retrieval,

Reference 56

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This paper cites Attention is all you need,.

Never Seen Before: Benchmarking Genuine Zero-Shot Composed Image Retrieval with Consistent Video-Sourced Datasets Attention is all you need,

Reference 57

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Never Seen Before: Benchmarking Genuine Zero-Shot Composed Image Retrieval with Consistent Video-Sourced Datasets Conditioned and composed image retrieval combining and partially fine-tuning clip-based features,

Reference 58

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This paper cites Fame-vil: Multi-tasking vision-language model for heterogeneous fashion tasks,.

Never Seen Before: Benchmarking Genuine Zero-Shot Composed Image Retrieval with Consistent Video-Sourced Datasets Fame-vil: Multi-tasking vision-language model for heterogeneous fashion tasks,

Reference 59

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Never Seen Before: Benchmarking Genuine Zero-Shot Composed Image Retrieval with Consistent Video-Sourced Datasets GPT-4 Technical Report

Reference 60

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Never Seen Before: Benchmarking Genuine Zero-Shot Composed Image Retrieval with Consistent Video-Sourced Datasets LLaMA: Open and Efficient Foundation Language Models

Reference 61

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Never Seen Before: Benchmarking Genuine Zero-Shot Composed Image Retrieval with Consistent Video-Sourced Datasets Svbench: A benchmark with temporal multi-turn dialogues for streaming video understanding,

Reference 62

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Never Seen Before: Benchmarking Genuine Zero-Shot Composed Image Retrieval with Consistent Video-Sourced Datasets Livestar: Live streaming assistant for real-world online video understanding,

Reference 63

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Never Seen Before: Benchmarking Genuine Zero-Shot Composed Image Retrieval with Consistent Video-Sourced Datasets Querystream: Advancing streaming video understanding with query-aware pruning and proactive response,

Reference 64

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Never Seen Before: Benchmarking Genuine Zero-Shot Composed Image Retrieval with Consistent Video-Sourced Datasets Gemini: A Family of Highly Capable Multimodal Models

Reference 65

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This paper cites Reason-before-retrieve: One-stage reflective chain- of-thoughts for training-free zero-shot composed image retrieval,.

Never Seen Before: Benchmarking Genuine Zero-Shot Composed Image Retrieval with Consistent Video-Sourced Datasets Reason-before-retrieve: One-stage reflective chain- of-thoughts for training-free zero-shot composed image retrieval,

Reference 66

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Never Seen Before: Benchmarking Genuine Zero-Shot Composed Image Retrieval with Consistent Video-Sourced Datasets Merlot reserve: Neural script knowledge through vision and language and sound,

Reference 67

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Never Seen Before: Benchmarking Genuine Zero-Shot Composed Image Retrieval with Consistent Video-Sourced Datasets An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale

Reference 68

Resolution: verified exact; local_arxiv, observed 2026-07-02T16:27:09.012450Z

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Never Seen Before: Benchmarking Genuine Zero-Shot Composed Image Retrieval with Consistent Video-Sourced Datasets Vision-by-language for training-free compositional image retrieval,

Reference 69

Resolution: unresolved; no resolver link, observed 2026-06-27T22:44:36.059582Z

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Never Seen Before: Benchmarking Genuine Zero-Shot Composed Image Retrieval with Consistent Video-Sourced Datasets "this is my unicorn, fluffy

Reference 70

Resolution: unresolved; no resolver link, observed 2026-06-27T22:44:36.059582Z

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Never Seen Before: Benchmarking Genuine Zero-Shot Composed Image Retrieval with Consistent Video-Sourced Datasets iSEARLE: Improving Textual Inversion for Zero-Shot Composed Image Retrieval

Reference 71

Resolution: verified exact; arxiv_id, observed 2026-07-02T16:27:08.994177Z

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Never Seen Before: Benchmarking Genuine Zero-Shot Composed Image Retrieval with Consistent Video-Sourced Datasets Language-only training of zero-shot composed image retrieval,

Reference 72

Resolution: unresolved; no resolver link, observed 2026-06-27T22:44:36.059582Z

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Never Seen Before: Benchmarking Genuine Zero-Shot Composed Image Retrieval with Consistent Video-Sourced Datasets ARTEMIS: Attention-based Retrieval with Text-Explicit Matching and Implicit Similarity

Reference 73

Resolution: verified exact; arxiv_id, observed 2026-07-02T16:27:09.015326Z

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Observation d48b8729-0fc2-40d1-855b-1ad3ad73701a · outbound

This paper cites Amc: Adaptive multi-expert collaborative network for text-guided image retrieval,.

Never Seen Before: Benchmarking Genuine Zero-Shot Composed Image Retrieval with Consistent Video-Sourced Datasets Amc: Adaptive multi-expert collaborative network for text-guided image retrieval,

Reference 74

Resolution: unresolved; no resolver link, observed 2026-06-27T22:44:36.059582Z

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Never Seen Before: Benchmarking Genuine Zero-Shot Composed Image Retrieval with Consistent Video-Sourced Datasets Modality-Agnostic Attention Fusion for visual search with text feedback

Reference 75

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Observation bbd71be3-e5c7-4cca-a8c9-c14b10453cc5 · outbound

This paper cites Dynamic weighted combiner for mixed-modal image retrieval,.

Never Seen Before: Benchmarking Genuine Zero-Shot Composed Image Retrieval with Consistent Video-Sourced Datasets Dynamic weighted combiner for mixed-modal image retrieval,

Reference 76

Resolution: unresolved; no resolver link, observed 2026-06-27T22:44:36.059582Z

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Never Seen Before: Benchmarking Genuine Zero-Shot Composed Image Retrieval with Consistent Video-Sourced Datasets Composed image retrieval using contrastive learning and task-oriented clip-based features,

Reference 77

Resolution: unresolved; no resolver link, observed 2026-06-27T22:44:36.059582Z

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Never Seen Before: Benchmarking Genuine Zero-Shot Composed Image Retrieval with Consistent Video-Sourced Datasets Blip-2: Bootstrapping language- image pre-training with frozen image encoders and large language models,

Reference 78

Resolution: unresolved; no resolver link, observed 2026-06-27T22:44:36.059582Z

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