Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-05-10T18:11:25.983511Z
Paper Citation Record · LEDGER
FIRE-CIR: Fine-grained Reasoning for Composed Fashion Image Retrieval
As of 10 August 2026, this Paper Citation Record lists 30 of 30 outbound references and 0 inbound Pith citation observations for arXiv:2604.09114.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
Reference resolution
30 of 30 outbound references displayed
- verified exact2
- verified fuzzy28
- unresolved0
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 7c206aed-5a03-4b13-81d4-0b40e3c5938b · outbound
This paper cites Sentence-level prompts benefit composed im- age retrieval.
FIRE-CIR: Fine-grained Reasoning for Composed Fashion Image Retrieval Sentence-level prompts benefit composed im- age retrieval
Reference 1
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-17T06:41:36.858747Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 1783536b-5f41-4d0c-b84d-e2efecf2441f · outbound
This paper cites Conditioned and composed image retrieval combining and partially fine-tuning clip-based features.
FIRE-CIR: Fine-grained Reasoning for Composed Fashion Image Retrieval Conditioned and composed image retrieval combining and partially fine-tuning clip-based features
Reference 2
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-17T06:41:36.853177Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation d7faa2df-e4cd-47f6-a421-ae0e59e91bb6 · outbound
This paper cites Vqa4cir: Boosting composed image retrieval with visual question answering.
FIRE-CIR: Fine-grained Reasoning for Composed Fashion Image Retrieval Vqa4cir: Boosting composed image retrieval with visual question answering
Reference 3
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-17T06:41:36.855867Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation e1bb602b-970b-4009-b3ef-28a0b0a932e7 · outbound
This paper cites Improving composed image retrieval via contrastive learning with scal- ing positives and negatives.
FIRE-CIR: Fine-grained Reasoning for Composed Fashion Image Retrieval Improving composed image retrieval via contrastive learning with scal- ing positives and negatives
Reference 4
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-17T06:41:36.862421Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 0b3ddad0-3331-4822-ac58-d62e5dc25091 · outbound
This paper cites FACap: A Large-scale Fashion Dataset for Fine-grained Composed Image Retrieval.
FIRE-CIR: Fine-grained Reasoning for Composed Fashion Image Retrieval FACap: A Large-scale Fashion Dataset for Fine-grained Composed Image Retrieval
Reference 5
- Resolution
- verified exact
- arxiv_id, observed 2026-05-11T05:21:00.362109Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 82edfb84-b9f5-4207-9a60-a2c0d6994df7 · outbound
This paper cites Fashionvil: Fashion-focused vision-and- language representation learning.
FIRE-CIR: Fine-grained Reasoning for Composed Fashion Image Retrieval Fashionvil: Fashion-focused vision-and- language representation learning
Reference 6
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-17T06:41:36.880484Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 98abe24b-abd5-4a2f-b5cc-ebee98b6768e · outbound
This paper cites Fame-vil: Multi-tasking vision-language model for heterogeneous fashion tasks.
FIRE-CIR: Fine-grained Reasoning for Composed Fashion Image Retrieval Fame-vil: Multi-tasking vision-language model for heterogeneous fashion tasks
Reference 7
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-17T06:41:36.883060Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 10eda2cf-92a7-4208-8456-edb27e81062e · outbound
This paper cites Lora: Low-rank adaptation of large language models.ICLR, 1(2):3.
FIRE-CIR: Fine-grained Reasoning for Composed Fashion Image Retrieval Lora: Low-rank adaptation of large language models.ICLR, 1(2):3
Reference 8
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-17T06:41:36.872841Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 09869870-cd90-4eb1-a5ec-acbee4c272bb · outbound
This paper cites Collm: A large language model for composed image retrieval.
FIRE-CIR: Fine-grained Reasoning for Composed Fashion Image Retrieval Collm: A large language model for composed image retrieval
Reference 9
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-17T06:41:36.908906Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 9166ee85-c0c5-407a-8dba-79af5b4bd987 · outbound
This paper cites Blip: Bootstrapping language-image pre-training for unified vision-language understanding and generation.
FIRE-CIR: Fine-grained Reasoning for Composed Fashion Image Retrieval Blip: Bootstrapping language-image pre-training for unified vision-language understanding and generation
Reference 10
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-17T06:41:36.902979Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation a036bd47-35bb-4928-a676-3bd2641de1ed · outbound
This paper cites Blip-2: Bootstrapping language-image pre-training with frozen image encoders and large language models.
FIRE-CIR: Fine-grained Reasoning for Composed Fashion Image Retrieval Blip-2: Bootstrapping language-image pre-training with frozen image encoders and large language models
Reference 11
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-17T06:41:36.924888Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 88e70180-7876-4f80-b7cb-429fe93f290a · outbound
This paper cites MM-EMBED: UNIVERSAL MULTIMODAL RETRIEV AL WITH MUL- TIMODAL LLMS.
FIRE-CIR: Fine-grained Reasoning for Composed Fashion Image Retrieval MM-EMBED: UNIVERSAL MULTIMODAL RETRIEV AL WITH MUL- TIMODAL LLMS
Reference 12
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-17T06:41:36.928851Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 8d4fef7a-4a0e-4c20-9252-883782982856 · outbound
This paper cites Improved baselines with visual instruction tuning.
FIRE-CIR: Fine-grained Reasoning for Composed Fashion Image Retrieval Improved baselines with visual instruction tuning
Reference 13
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-17T06:41:36.867956Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 762e0216-316e-4377-8294-6e77067e56e2 · outbound
This paper cites Lamra: Large multimodal model as your advanced retrieval assistant.
FIRE-CIR: Fine-grained Reasoning for Composed Fashion Image Retrieval Lamra: Large multimodal model as your advanced retrieval assistant
Reference 14
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-17T06:41:36.870435Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 833d1286-9db0-4f52-88d6-f83c62283997 · outbound
This paper cites Bi-directional training for composed im- age retrieval via text prompt learning.
FIRE-CIR: Fine-grained Reasoning for Composed Fashion Image Retrieval Bi-directional training for composed im- age retrieval via text prompt learning
Reference 15
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-17T06:41:36.877957Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 84f8934b-033e-4851-aa26-c9f4413ea795 · outbound
This paper cites Candidate set re-ranking for composed image re- trieval with dual multi-modal encoder.Transactions on Ma- chine Learning Research.
FIRE-CIR: Fine-grained Reasoning for Composed Fashion Image Retrieval Candidate set re-ranking for composed image re- trieval with dual multi-modal encoder.Transactions on Ma- chine Learning Research
Reference 16
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-17T06:41:36.897126Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 6ddca16d-6478-4e16-beda-e15cb52e77c3 · outbound
This paper cites Imagescope: Unifying language-guided im- age retrieval via large multimodal model collective reason- ing.
FIRE-CIR: Fine-grained Reasoning for Composed Fashion Image Retrieval Imagescope: Unifying language-guided im- age retrieval via large multimodal model collective reason- ing
Reference 17
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-17T06:41:36.888984Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 362eb7bd-5307-406d-bdb5-9e0d813d05a8 · outbound
This paper cites Thinking fast and slow: Effi- cient text-to-visual retrieval with transformers.
FIRE-CIR: Fine-grained Reasoning for Composed Fashion Image Retrieval Thinking fast and slow: Effi- cient text-to-visual retrieval with transformers
Reference 18
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-17T06:41:36.899815Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 00e7ddcc-5d0f-4d3f-a8a7-1a8d5c213e0b · outbound
This paper cites Learning transferable visual models from natural language supervi- sion.
FIRE-CIR: Fine-grained Reasoning for Composed Fashion Image Retrieval Learning transferable visual models from natural language supervi- sion
Reference 19
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-17T06:41:36.936375Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 5f89a6fe-230c-445f-94ce-cb4f59349554 · outbound
This paper cites Training- free zero-shot composed image retrieval with local concept reranking.
FIRE-CIR: Fine-grained Reasoning for Composed Fashion Image Retrieval Training- free zero-shot composed image retrieval with local concept reranking
Reference 20
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-17T06:41:36.912949Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 4d32e2b9-b6e1-4bd3-92a4-fe52a55fd99f · outbound
This paper cites Fashion- vqa: A domain-specific visual question answering system.
FIRE-CIR: Fine-grained Reasoning for Composed Fashion Image Retrieval Fashion- vqa: A domain-specific visual question answering system
Reference 21
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-17T06:41:36.916665Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 952d8b43-6a77-4e8d-bd53-5e53691cb9ad · outbound
This paper cites Target-guided composed image retrieval.
FIRE-CIR: Fine-grained Reasoning for Composed Fashion Image Retrieval Target-guided composed image retrieval
Reference 22
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-17T06:41:36.932674Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation b2aa4bc0-9b05-4dc1-973a-8d8d0a1d11b0 · outbound
This paper cites Fashion iq: A new dataset towards retrieving images by natural language feedback.
FIRE-CIR: Fine-grained Reasoning for Composed Fashion Image Retrieval Fashion iq: A new dataset towards retrieving images by natural language feedback
Reference 23
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-17T06:41:36.920698Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation c4eef3e8-5c07-450a-a2eb-284194f841b2 · outbound
This paper cites Square: Se- mantic query-augmented fusion and efficient batch reranking for training-free zero-shot composed image retrieval.
FIRE-CIR: Fine-grained Reasoning for Composed Fashion Image Retrieval Square: Se- mantic query-augmented fusion and efficient batch reranking for training-free zero-shot composed image retrieval
Reference 24
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-17T06:41:36.891909Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation f94ec52a-5665-45fe-91ff-93ecc6bb61b4 · outbound
This paper cites Setr: A two-stage semantic- enhanced framework for zero-shot composed image re- trieval.
FIRE-CIR: Fine-grained Reasoning for Composed Fashion Image Retrieval Setr: A two-stage semantic- enhanced framework for zero-shot composed image re- trieval
Reference 25
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-17T06:41:36.875325Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation bd154788-16db-4ba3-92d1-516fb324fc4e · outbound
This paper cites DetailFusion: A Dual-branch Framework with Detail Enhancement for Composed Image Retrieval.
FIRE-CIR: Fine-grained Reasoning for Composed Fashion Image Retrieval DetailFusion: A Dual-branch Framework with Detail Enhancement for Composed Image Retrieval
Reference 26
- Resolution
- verified exact
- arxiv_id, observed 2026-05-11T05:21:00.335945Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation de74d39f-b6be-4a15-b7a5-8bf158acc594 · outbound
This paper cites UniFashion: A unified vision-language model for multimodal fashion retrieval and generation.
FIRE-CIR: Fine-grained Reasoning for Composed Fashion Image Retrieval UniFashion: A unified vision-language model for multimodal fashion retrieval and generation
Reference 27
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-17T06:41:36.865106Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 7ff9e571-e811-4b12-ad10-5f560de6e9fb · outbound
This paper cites Progressive learning for image retrieval with hybrid-modality queries.
FIRE-CIR: Fine-grained Reasoning for Composed Fashion Image Retrieval Progressive learning for image retrieval with hybrid-modality queries
Reference 28
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-17T06:41:36.894401Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 318149ca-8bba-44c8-af97-4f70f0cd24c5 · outbound
This paper cites Internvl3: Exploring advanced training and test-time recipes for open-source multimodal models.
FIRE-CIR: Fine-grained Reasoning for Composed Fashion Image Retrieval Internvl3: Exploring advanced training and test-time recipes for open-source multimodal models
Reference 29
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-17T06:41:36.886052Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 0d43ea17-cfd4-4d8b-b497-2d911875f141 · outbound
This paper cites dress” subset for Figure 6 and Figure 7, and “shirt.
FIRE-CIR: Fine-grained Reasoning for Composed Fashion Image Retrieval dress” subset for Figure 6 and Figure 7, and “shirt
Reference 30
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-17T06:41:36.905773Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Pith citing papers
No inbound Pith citation observations are available.