Paper Citation Record · LEDGER

Diffusion Augmented Retrieval: A Training-Free Approach to Interactive Text-to-Image Retrieval

As of 23 August 2026, this Paper Citation Record lists 43 of 43 outbound references and 0 inbound Pith citation observations for arXiv:2501.15379.

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

pith.paper-citation-record.v1
2501.15379 v2

Coverage vector

measured 43 of 43 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T14:24:10.507698Z

measured 43 of 43 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-23T06:30:58.430688+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

43 of 43 outbound references displayed

verified exact0
verified fuzzy5
unresolved38
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 495a1815-c89d-481f-9216-14bcce9baaac · outbound

This paper cites an unresolved cited work.

Diffusion Augmented Retrieval: A Training-Free Approach to Interactive Text-to-Image Retrieval Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-10T14:24:10.978230Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation ce6eb1bb-29c7-4c68-86c2-f5ad55268749 · outbound

This paper cites an unresolved cited work.

Diffusion Augmented Retrieval: A Training-Free Approach to Interactive Text-to-Image Retrieval Unresolved cited work

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-10T14:24:10.376256Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a601ae98-7c73-4b67-a670-24f376ab605c · outbound

This paper cites an unresolved cited work.

Diffusion Augmented Retrieval: A Training-Free Approach to Interactive Text-to-Image Retrieval Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-10T14:24:10.951722Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 5ea94327-3dd7-412b-acad-07100b4e2862 · outbound

This paper cites an unresolved cited work.

Diffusion Augmented Retrieval: A Training-Free Approach to Interactive Text-to-Image Retrieval Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-10T14:24:10.941747Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation c0c67811-6baa-4cc8-ab61-ca4f52907ce4 · outbound

This paper cites an unresolved cited work.

Diffusion Augmented Retrieval: A Training-Free Approach to Interactive Text-to-Image Retrieval Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-10T14:24:10.931489Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 5bbe6694-5675-4694-a82d-2b11b22aad8c · outbound

This paper cites an unresolved cited work.

Diffusion Augmented Retrieval: A Training-Free Approach to Interactive Text-to-Image Retrieval Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-10T14:24:10.922775Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 2ebb55b7-f6be-47f7-8e62-4b38de7a6f2c · outbound

This paper cites an unresolved cited work.

Diffusion Augmented Retrieval: A Training-Free Approach to Interactive Text-to-Image Retrieval Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-10T14:24:10.913701Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 43a59cb5-4449-42aa-9d1a-a4bbd50c3b4a · outbound

This paper cites an unresolved cited work.

Diffusion Augmented Retrieval: A Training-Free Approach to Interactive Text-to-Image Retrieval Unresolved cited work

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-10T14:24:10.398551Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1762ae48-d01d-443e-83a2-79606ae99050 · outbound

This paper cites A Review on Generative Adversarial Networks: Algorithms, Theory, and Applications.

Diffusion Augmented Retrieval: A Training-Free Approach to Interactive Text-to-Image Retrieval A Review on Generative Adversarial Networks: Algorithms, Theory, and Applications

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-10T14:24:10.401111Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 191d1117-ecfc-4193-8192-589d956f7092 · outbound

This paper cites an unresolved cited work.

Diffusion Augmented Retrieval: A Training-Free Approach to Interactive Text-to-Image Retrieval Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-10T14:24:10.899498Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 7f79f18d-091d-4ce2-9e94-28657355786c · outbound

This paper cites an unresolved cited work.

Diffusion Augmented Retrieval: A Training-Free Approach to Interactive Text-to-Image Retrieval Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-10T14:24:10.891093Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation df7866ed-9ae1-43b0-99c7-ae2bb2def6b4 · outbound

This paper cites an unresolved cited work.

Diffusion Augmented Retrieval: A Training-Free Approach to Interactive Text-to-Image Retrieval Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-10T14:24:10.880999Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 0d512939-3fce-468f-863c-69522e18f123 · outbound

This paper cites an unresolved cited work.

Diffusion Augmented Retrieval: A Training-Free Approach to Interactive Text-to-Image Retrieval Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-10T14:24:10.871342Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 796e9994-4bb0-4837-92f8-3fdd87c7d730 · outbound

This paper cites an unresolved cited work.

Diffusion Augmented Retrieval: A Training-Free Approach to Interactive Text-to-Image Retrieval Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-10T14:24:10.862017Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 81112a2d-59c7-439d-ba39-637478b02637 · outbound

This paper cites an unresolved cited work.

Diffusion Augmented Retrieval: A Training-Free Approach to Interactive Text-to-Image Retrieval Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-10T14:24:10.852992Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 44b23a2f-7695-4770-81c5-39c1262799e2 · outbound

This paper cites Belongie, James Hays, Pietro Perona, Deva Ramanan, Piotr Dollár, and C.

Diffusion Augmented Retrieval: A Training-Free Approach to Interactive Text-to-Image Retrieval Belongie, James Hays, Pietro Perona, Deva Ramanan, Piotr Dollár, and C

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T14:24:10.834468Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation bd3c28a7-fb98-40be-86a2-dee694f4ba93 · outbound

This paper cites an unresolved cited work.

Diffusion Augmented Retrieval: A Training-Free Approach to Interactive Text-to-Image Retrieval Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-10T14:24:10.824659Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 9ddb23ac-5451-412d-a776-a3154d5d2532 · outbound

This paper cites an unresolved cited work.

Diffusion Augmented Retrieval: A Training-Free Approach to Interactive Text-to-Image Retrieval Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-10T14:24:10.815048Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation c86cb654-8d20-43ca-9267-a41e3769c85a · outbound

This paper cites an unresolved cited work.

Diffusion Augmented Retrieval: A Training-Free Approach to Interactive Text-to-Image Retrieval Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-10T14:24:10.794604Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 804880a9-420a-4279-9916-21fa841ad76f · outbound

This paper cites an unresolved cited work.

Diffusion Augmented Retrieval: A Training-Free Approach to Interactive Text-to-Image Retrieval Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-10T14:24:10.786602Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 8b60d48b-6414-4ddd-97ff-19dcb70373bf · outbound

This paper cites In ICASSP 2024-2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Diffusion Augmented Retrieval: A Training-Free Approach to Interactive Text-to-Image Retrieval In ICASSP 2024-2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T14:24:10.804288Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 6d608f2f-d631-40ce-b4b3-44bcaeae7709 · outbound

This paper cites an unresolved cited work.

Diffusion Augmented Retrieval: A Training-Free Approach to Interactive Text-to-Image Retrieval Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-10T14:24:10.771055Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 544e89c6-3863-47f6-81a9-ec075bee9e0d · outbound

This paper cites an unresolved cited work.

Diffusion Augmented Retrieval: A Training-Free Approach to Interactive Text-to-Image Retrieval Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-10T14:24:10.762446Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 7ac25a46-26a8-47d4-a588-9da97282b0df · outbound

This paper cites an unresolved cited work.

Diffusion Augmented Retrieval: A Training-Free Approach to Interactive Text-to-Image Retrieval Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-10T14:24:10.778943Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 4fdc32d4-a81b-4ffa-b3d7-f24a3316c718 · outbound

This paper cites Denton, Seyed Kamyar Seyed Ghasemipour, Raphael Gontijo Lopes, Burcu Karagol Ayan, Tim Salimans, Jonathan Ho, David J.

Diffusion Augmented Retrieval: A Training-Free Approach to Interactive Text-to-Image Retrieval Denton, Seyed Kamyar Seyed Ghasemipour, Raphael Gontijo Lopes, Burcu Karagol Ayan, Tim Salimans, Jonathan Ho, David J

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T14:24:10.742588Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation cdef3ec4-8e5d-47af-b9af-c8ee12f22554 · outbound

This paper cites an unresolved cited work.

Diffusion Augmented Retrieval: A Training-Free Approach to Interactive Text-to-Image Retrieval Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-10T14:24:10.731566Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 8953ca35-fd28-43da-940a-1a92fb77acc4 · outbound

This paper cites an unresolved cited work.

Diffusion Augmented Retrieval: A Training-Free Approach to Interactive Text-to-Image Retrieval Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-10T14:24:10.752884Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 0fd50883-1a6a-4148-b0be-bdd34a621786 · outbound

This paper cites LLaMA: Open and Efficient Foundation Language Models.

Diffusion Augmented Retrieval: A Training-Free Approach to Interactive Text-to-Image Retrieval LLaMA: Open and Efficient Foundation Language Models

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-10T14:24:10.468475Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9adaedd8-0701-4bfc-a064-2eb145907848 · outbound

This paper cites an unresolved cited work.

Diffusion Augmented Retrieval: A Training-Free Approach to Interactive Text-to-Image Retrieval Unresolved cited work

Reference 29

Resolution: unresolved; raw_fallback, observed 2026-08-10T14:24:10.712446Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 619405a5-d56b-40a4-ad11-c31c934352f0 · outbound

This paper cites an unresolved cited work.

Diffusion Augmented Retrieval: A Training-Free Approach to Interactive Text-to-Image Retrieval Unresolved cited work

Reference 30

Resolution: unresolved; raw_fallback, observed 2026-08-10T14:24:10.721890Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation a17ed154-0f8a-4cf2-9a1f-3fc7bdb13d98 · outbound

This paper cites an unresolved cited work.

Diffusion Augmented Retrieval: A Training-Free Approach to Interactive Text-to-Image Retrieval Unresolved cited work

Reference 31

Resolution: unresolved; raw_fallback, observed 2026-08-10T14:24:10.702585Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation cff188c8-077a-4771-bbda-50ff7c178aea · outbound

This paper cites an unresolved cited work.

Diffusion Augmented Retrieval: A Training-Free Approach to Interactive Text-to-Image Retrieval Unresolved cited work

Reference 32

Resolution: unresolved; raw_fallback, observed 2026-08-10T14:24:10.693466Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation d190bad3-2b05-4b0a-80a6-7c0f77d46ba5 · outbound

This paper cites Image as a Foreign Language: BEiT Pretraining for All Vision and Vision-Language Tasks.

Diffusion Augmented Retrieval: A Training-Free Approach to Interactive Text-to-Image Retrieval Image as a Foreign Language: BEiT Pretraining for All Vision and Vision-Language Tasks

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-10T14:24:10.474838Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fb155b29-3315-4e6f-b8b7-3060ebd4cb4a · outbound

This paper cites an unresolved cited work.

Diffusion Augmented Retrieval: A Training-Free Approach to Interactive Text-to-Image Retrieval Unresolved cited work

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-10T14:24:10.491962Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 323d13e2-db8d-4b92-acbf-172b259b5535 · outbound

This paper cites an unresolved cited work.

Diffusion Augmented Retrieval: A Training-Free Approach to Interactive Text-to-Image Retrieval Unresolved cited work

Reference 35

Resolution: unresolved; raw_fallback, observed 2026-08-10T14:24:10.677869Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 8782dcd9-5542-435c-9ed5-33aaa71afba1 · outbound

This paper cites an unresolved cited work.

Diffusion Augmented Retrieval: A Training-Free Approach to Interactive Text-to-Image Retrieval Unresolved cited work

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-10T14:24:10.485126Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c116a34c-aef5-4539-a1a4-3d9219e25b8f · outbound

This paper cites A Survey of Resource-efficient LLM and Multimodal Foundation Models.

Diffusion Augmented Retrieval: A Training-Free Approach to Interactive Text-to-Image Retrieval A Survey of Resource-efficient LLM and Multimodal Foundation Models

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-10T14:24:10.488423Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fdc61312-e461-448c-9718-7b5c2c808fd6 · outbound

This paper cites an unresolved cited work.

Diffusion Augmented Retrieval: A Training-Free Approach to Interactive Text-to-Image Retrieval Unresolved cited work

Reference 38

Resolution: unresolved; raw_fallback, observed 2026-08-10T14:24:10.651334Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation d304ff9c-eabb-4a2b-b303-eba8c79adc20 · outbound

This paper cites an unresolved cited work.

Diffusion Augmented Retrieval: A Training-Free Approach to Interactive Text-to-Image Retrieval Unresolved cited work

Reference 39

Resolution: unresolved; raw_fallback, observed 2026-08-10T14:24:10.642592Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation f7c18392-d1d8-42d5-b1de-43bb4d0aaa52 · outbound

This paper cites an unresolved cited work.

Diffusion Augmented Retrieval: A Training-Free Approach to Interactive Text-to-Image Retrieval Unresolved cited work

Reference 40

Resolution: unresolved; raw_fallback, observed 2026-08-10T14:24:10.668604Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 46a9a33a-83ad-42b1-925d-f4e5c46c3a41 · outbound

This paper cites an unresolved cited work.

Diffusion Augmented Retrieval: A Training-Free Approach to Interactive Text-to-Image Retrieval Unresolved cited work

Reference 41

Resolution: unresolved; raw_fallback, observed 2026-08-10T14:24:10.659699Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 966a7d43-48f0-4de2-94ed-3aea622bf177 · outbound

This paper cites IEEE Trans.

Diffusion Augmented Retrieval: A Training-Free Approach to Interactive Text-to-Image Retrieval IEEE Trans

Reference 2023

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T14:24:10.962255Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 56f9f49b-bbaf-4921-a971-ab69a394798f · outbound

This paper cites In Proceedings of the Annual Meet- ing of the Association for Computational Linguistics, ACL 2024.

Diffusion Augmented Retrieval: A Training-Free Approach to Interactive Text-to-Image Retrieval In Proceedings of the Annual Meet- ing of the Association for Computational Linguistics, ACL 2024

Reference 2024

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T14:24:10.844118Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Pith citing papers

No inbound Pith citation observations are available.