Paper Citation Record · LEDGER

From Mapping to Composing: A Two-Stage Framework for Zero-shot Composed Image Retrieval

As of 18 August 2026, this Paper Citation Record lists 43 of 43 outbound references and 1 inbound Pith citation observation for arXiv:2504.17990.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2504.17990 v1

Coverage vector

measured 43 of 43 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-16T10:32:53.746199Z

measured 44 of 44 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-07-01T05:52:20.768497Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: arxiv_reference, observed 2026-07-01T10:05:41.146631Z

Reference resolution

43 of 43 outbound references displayed

verified exact0
verified fuzzy32
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 810d838a-9392-4c79-a719-e7b46ccbfaf1 · outbound

This paper cites Cross-domain diffusion with progressive alignment for efficient adaptive retrieval,.

From Mapping to Composing: A Two-Stage Framework for Zero-shot Composed Image Retrieval Cross-domain diffusion with progressive alignment for efficient adaptive retrieval,

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:32:54.473230Z

Source-reported events for the cited work

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Observation 900791ef-d932-43fd-a3ea-c0dd3b54c983 · outbound

This paper cites Dual-view curricular optimal transport for cross-lingual cross-modal retrieval,.

From Mapping to Composing: A Two-Stage Framework for Zero-shot Composed Image Retrieval Dual-view curricular optimal transport for cross-lingual cross-modal retrieval,

Reference 2

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Source-reported events for the cited work

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Observation 188fa890-4060-4416-9f27-ab9669b74989 · outbound

This paper cites Reading-strategy inspired visual representation learning for text-to- video retrieval,.

From Mapping to Composing: A Two-Stage Framework for Zero-shot Composed Image Retrieval Reading-strategy inspired visual representation learning for text-to- video retrieval,

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:32:54.448806Z

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Observation e2dd37f9-b44d-4bb2-8ada-4aa7614a9ce2 · outbound

This paper cites Semantics disentangling for cross-modal retrieval,.

From Mapping to Composing: A Two-Stage Framework for Zero-shot Composed Image Retrieval Semantics disentangling for cross-modal retrieval,

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:32:54.433283Z

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Observation cade58d0-11c8-4d04-84e1-8b7550be136e · outbound

This paper cites Cross-modal retrieval with noisy correspondence via consistency refining and mining,.

From Mapping to Composing: A Two-Stage Framework for Zero-shot Composed Image Retrieval Cross-modal retrieval with noisy correspondence via consistency refining and mining,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:32:54.417489Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation d044af83-bbe3-4213-b8fb-2e0a75607c84 · outbound

This paper cites Efficient token-guided image-text retrieval with consistent multimodal contrastive training,.

From Mapping to Composing: A Two-Stage Framework for Zero-shot Composed Image Retrieval Efficient token-guided image-text retrieval with consistent multimodal contrastive training,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:32:54.402758Z

Source-reported events for the cited work

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Observation fb8bc878-84ab-4676-80c0-b828f9bf6d31 · outbound

This paper cites Target-guided com- posed image retrieval,.

From Mapping to Composing: A Two-Stage Framework for Zero-shot Composed Image Retrieval Target-guided com- posed image retrieval,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:32:54.388555Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 66bb14a4-562e-412f-87fd-70a181feb114 · outbound

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

From Mapping to Composing: A Two-Stage Framework for Zero-shot Composed Image Retrieval Dynamic weighted combiner for mixed-modal image retrieval,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:32:54.374357Z

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Observation 8da27648-a772-402e-ba4a-56e680c31c4b · outbound

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

From Mapping to Composing: A Two-Stage Framework for Zero-shot Composed Image Retrieval Covr: Learning composed video retrieval from web video captions,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:32:54.360840Z

Source-reported events for the cited work

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Observation 1e7dcf7e-f13c-42e0-b60c-58a0f97b03c5 · outbound

This paper cites Conceptual captions: A cleaned, hypernymed, image alt-text dataset for automatic image cap- tioning,.

From Mapping to Composing: A Two-Stage Framework for Zero-shot Composed Image Retrieval Conceptual captions: A cleaned, hypernymed, image alt-text dataset for automatic image cap- tioning,

Reference 10

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Source-reported events for the cited work

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Observation 71e31679-5d02-49db-a7fc-2d11ce09277b · outbound

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

From Mapping to Composing: A Two-Stage Framework for Zero-shot Composed Image Retrieval Pic2word: Mapping pictures to words for zero-shot com- posed image retrieval,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:32:54.337583Z

Source-reported events for the cited work

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Observation 9024f8a6-e650-448f-abeb-6ff0e7460c2b · outbound

This paper cites Context- i2w: Mapping images to context-dependent words for accurate zero-shot composed image retrieval,.

From Mapping to Composing: A Two-Stage Framework for Zero-shot Composed Image Retrieval Context- i2w: Mapping images to context-dependent words for accurate zero-shot composed image retrieval,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:32:54.323600Z

Source-reported events for the cited work

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Observation 4aaf62d9-b8d2-4b1f-ad36-9337d8d45024 · outbound

This paper cites Language-only training of zero-shot composed image retrieval,.

From Mapping to Composing: A Two-Stage Framework for Zero-shot Composed Image Retrieval Language-only training of zero-shot composed image retrieval,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:32:54.310032Z

Source-reported events for the cited work

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Observation 2c0537ca-5d03-478a-a2c7-7763e8ff998d · outbound

This paper cites HyCIR: Boosting Zero-Shot Composed Image Retrieval with Synthetic Labels.

From Mapping to Composing: A Two-Stage Framework for Zero-shot Composed Image Retrieval HyCIR: Boosting Zero-Shot Composed Image Retrieval with Synthetic Labels

Reference 14

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Source-reported events for the cited work

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Observation 530a876f-7956-46ec-aae7-c43eda185dee · outbound

This paper cites Learning transferable visual models from natural language supervision,.

From Mapping to Composing: A Two-Stage Framework for Zero-shot Composed Image Retrieval Learning transferable visual models from natural language supervision,

Reference 15

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Source-reported events for the cited work

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Observation 71617fd9-1927-4f85-a153-3624d85c1fc4 · outbound

This paper cites Image2Sentence based Asymmetrical Zero-shot Composed Image Retrieval.

From Mapping to Composing: A Two-Stage Framework for Zero-shot Composed Image Retrieval Image2Sentence based Asymmetrical Zero-shot Composed Image Retrieval

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-16T10:32:53.630976Z

Source-reported events for the cited work

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Observation 50c95646-129d-40fd-a0ac-31541893992b · outbound

This paper cites Spherical linear interpolation and text-anchoring for zero-shot composed image retrieval,.

From Mapping to Composing: A Two-Stage Framework for Zero-shot Composed Image Retrieval Spherical linear interpolation and text-anchoring for zero-shot composed image retrieval,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:32:54.287521Z

Source-reported events for the cited work

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Observation cbcd1caf-68cd-462a-8b8d-1fea0174064c · outbound

This paper cites Compodiff: Versatile composed image retrieval with latent diffusion,.

From Mapping to Composing: A Two-Stage Framework for Zero-shot Composed Image Retrieval Compodiff: Versatile composed image retrieval with latent diffusion,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:32:54.273720Z

Source-reported events for the cited work

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Observation 90f33e41-89bc-4d43-862f-f1a8c53321b9 · outbound

This paper cites Fine-grained textual inversion network for zero-shot composed image retrieval,.

From Mapping to Composing: A Two-Stage Framework for Zero-shot Composed Image Retrieval Fine-grained textual inversion network for zero-shot composed image retrieval,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:32:54.259884Z

Source-reported events for the cited work

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Observation dfcbe2b0-b51a-4a64-8942-231604fec4ef · outbound

This paper cites An Efficient Post-hoc Framework for Reducing Task Discrepancy of Text Encoders for Composed Image Retrieval.

From Mapping to Composing: A Two-Stage Framework for Zero-shot Composed Image Retrieval An Efficient Post-hoc Framework for Reducing Task Discrepancy of Text Encoders for Composed Image Retrieval

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-16T10:32:53.648312Z

Source-reported events for the cited work

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Observation a59e34b9-3e94-413c-acc7-67c4b4668255 · outbound

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

From Mapping to Composing: A Two-Stage Framework for Zero-shot Composed Image Retrieval Fashion iq: A new dataset towards retrieving images by natural language feedback,

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:32:54.244884Z

Source-reported events for the cited work

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Observation 38fc6c8c-45c0-46ec-a6c7-2baba7534467 · outbound

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

From Mapping to Composing: A Two-Stage Framework for Zero-shot Composed Image Retrieval Image retrieval on real-life images with pre-trained vision-and-language models,

Reference 22

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Source-reported events for the cited work

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Observation 029ba515-cb40-4df0-86b1-a8951ffad342 · outbound

This paper cites Zero-shot composed image retrieval with textual inversion,.

From Mapping to Composing: A Two-Stage Framework for Zero-shot Composed Image Retrieval Zero-shot composed image retrieval with textual inversion,

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:32:54.221016Z

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Observation 77451e9e-9a5e-4a50-b0e3-c634c8f6de0e · outbound

This paper cites Cross- lingual cross-modal retrieval with noise-robust learning,.

From Mapping to Composing: A Two-Stage Framework for Zero-shot Composed Image Retrieval Cross- lingual cross-modal retrieval with noise-robust learning,

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:32:54.207201Z

Source-reported events for the cited work

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Observation 3a20d69b-1506-4e10-8e97-08a262979673 · outbound

This paper cites Cl2cm: Improving cross- lingual cross-modal retrieval via cross-lingual knowledge transfer,.

From Mapping to Composing: A Two-Stage Framework for Zero-shot Composed Image Retrieval Cl2cm: Improving cross- lingual cross-modal retrieval via cross-lingual knowledge transfer,

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:32:54.193486Z

Source-reported events for the cited work

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Observation d8c1d1bd-24af-4f7b-ad83-1009b9c66f22 · outbound

This paper cites Multimodal llm enhanced cross-lingual cross-modal retrieval,.

From Mapping to Composing: A Two-Stage Framework for Zero-shot Composed Image Retrieval Multimodal llm enhanced cross-lingual cross-modal retrieval,

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:32:54.178289Z

Source-reported events for the cited work

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Observation 40c29172-b9f5-434d-ba86-10dbfc591806 · outbound

This paper cites Cross-lingual cross-modal retrieval with noise-robust fine- tuning,.

From Mapping to Composing: A Two-Stage Framework for Zero-shot Composed Image Retrieval Cross-lingual cross-modal retrieval with noise-robust fine- tuning,

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:32:54.165359Z

Source-reported events for the cited work

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Observation f26f2422-d3fa-4b75-84a2-00df27f5850f · outbound

This paper cites Revealing security flaws in cross- modal retrieval models through video poisoning,.

From Mapping to Composing: A Two-Stage Framework for Zero-shot Composed Image Retrieval Revealing security flaws in cross- modal retrieval models through video poisoning,

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:32:54.152422Z

Source-reported events for the cited work

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Observation 9d2ca54f-ac32-4279-8c5c-5872dcd8501d · outbound

This paper cites Deep reversible consistency learning for cross-modal retrieval,.

From Mapping to Composing: A Two-Stage Framework for Zero-shot Composed Image Retrieval Deep reversible consistency learning for cross-modal retrieval,

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:32:54.139101Z

Source-reported events for the cited work

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Observation 93e295e7-c44b-478b-8c76-8af13739ab0c · outbound

This paper cites A large cross-modal video retrieval dataset with reading comprehension,.

From Mapping to Composing: A Two-Stage Framework for Zero-shot Composed Image Retrieval A large cross-modal video retrieval dataset with reading comprehension,

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:32:54.125605Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation d48959d4-5d72-4b30-bf96-43b3d1424bd2 · outbound

This paper cites Sda: Semantic discrepancy alignment for text-conditioned image retrieval,.

From Mapping to Composing: A Two-Stage Framework for Zero-shot Composed Image Retrieval Sda: Semantic discrepancy alignment for text-conditioned image retrieval,

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:32:54.111916Z

Source-reported events for the cited work

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Observation 08a645cd-5865-4f76-967a-d6c37408c8a9 · outbound

This paper cites Improving composed image retrieval via contrastive learning with scaling positives and negatives,.

From Mapping to Composing: A Two-Stage Framework for Zero-shot Composed Image Retrieval Improving composed image retrieval via contrastive learning with scaling positives and negatives,

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:32:54.098240Z

Source-reported events for the cited work

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Observation 33748156-29d7-4d53-9ddb-2ff9ef08930a · outbound

This paper cites Progressive learning for image retrieval with hybrid-modality queries,.

From Mapping to Composing: A Two-Stage Framework for Zero-shot Composed Image Retrieval Progressive learning for image retrieval with hybrid-modality queries,

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:32:54.083975Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 98f9b5dc-f2bb-4e53-aa41-6b3b0bd84944 · outbound

This paper cites Conditioned and composed image retrieval combining and partially fine-tuning clip- based features,.

From Mapping to Composing: A Two-Stage Framework for Zero-shot Composed Image Retrieval Conditioned and composed image retrieval combining and partially fine-tuning clip- based features,

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:32:54.069596Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation c59aadab-6e15-4bbf-bc0e-f1a5ae152371 · outbound

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

From Mapping to Composing: A Two-Stage Framework for Zero-shot Composed Image Retrieval Composing text and image for image retrieval - an empirical odyssey,

Reference 35

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Source-reported events for the cited work

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Observation 96685f58-a240-4f8f-ab24-9d206c05e52d · outbound

This paper cites Cala: Complementary association learning for augmenting comoposed image retrieval,.

From Mapping to Composing: A Two-Stage Framework for Zero-shot Composed Image Retrieval Cala: Complementary association learning for augmenting comoposed image retrieval,

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:32:54.054321Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 30fe452d-8b41-4203-b64d-673a3c003c64 · outbound

This paper cites Ldre: Llm-based diver- gent reasoning and ensemble for zero-shot composed image retrieval,.

From Mapping to Composing: A Two-Stage Framework for Zero-shot Composed Image Retrieval Ldre: Llm-based diver- gent reasoning and ensemble for zero-shot composed image retrieval,

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:32:54.040459Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 9014324f-2aa7-45d6-8a03-f18e077ad1b6 · outbound

This paper cites Training-free Zero-shot Composed Image Retrieval with Local Concept Reranking.

From Mapping to Composing: A Two-Stage Framework for Zero-shot Composed Image Retrieval Training-free Zero-shot Composed Image Retrieval with Local Concept Reranking

Reference 38

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Source-reported events for the cited work

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Observation d389e062-031e-4aca-9df9-cc925ec32007 · outbound

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

From Mapping to Composing: A Two-Stage Framework for Zero-shot Composed Image Retrieval Seman- tic editing increment benefits zero-shot composed image retrieval,

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:32:54.025441Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 7ccc90a0-0439-40bb-ad1b-d02e92627f7e · outbound

This paper cites Zero-shot composed image retrieval considering query-target relationship leverag- ing masked image-text pairs,.

From Mapping to Composing: A Two-Stage Framework for Zero-shot Composed Image Retrieval Zero-shot composed image retrieval considering query-target relationship leverag- ing masked image-text pairs,

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:32:54.011633Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation c9c431dd-2c66-46a5-98b5-54b8e12f80eb · outbound

This paper cites Zero-shot Composed Text-Image Retrieval.

From Mapping to Composing: A Two-Stage Framework for Zero-shot Composed Image Retrieval Zero-shot Composed Text-Image Retrieval

Reference 41

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Source-reported events for the cited work

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Observation 0c2bf7b2-3ac9-4c9e-9a8a-4f6b200cd057 · outbound

This paper cites A Corpus for Reasoning About Natural Language Grounded in Photographs.

From Mapping to Composing: A Two-Stage Framework for Zero-shot Composed Image Retrieval A Corpus for Reasoning About Natural Language Grounded in Photographs

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-16T10:32:53.741590Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7a6f5d45-217f-40e4-ab61-958eef9d4ba1 · outbound

This paper cites Knowledge-enhanced dual-stream zero-shot composed image retrieval,.

From Mapping to Composing: A Two-Stage Framework for Zero-shot Composed Image Retrieval Knowledge-enhanced dual-stream zero-shot composed image retrieval,

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:32:53.995890Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Pith citing papers

Observation d0abb623-5c05-41f3-836d-9538536a9a9b · inbound

Thinking Before Retrieving: Robust Zero-Shot Composed Image Retrieval via Strategic Planning and Self-Criticism cites this paper.

Thinking Before Retrieving: Robust Zero-Shot Composed Image Retrieval via Strategic Planning and Self-Criticism From Mapping to Composing: A Two-Stage Framework for Zero-shot Composed Image Retrieval

Reference 43

Resolution: verified exact; arxiv_id, observed 2026-07-01T10:05:41.148243Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.