Paper Citation Record · LEDGER

Failure-Informed Image Self-Augmentation for Multimodal Large Language Model Self-Improvement

As of 21 August 2026, this Paper Citation Record lists 41 of 41 outbound references and 0 inbound Pith citation observations for arXiv:2608.03733.

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

pith.paper-citation-record.v1
2608.03733 v1

Coverage vector

measured 41 of 41 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T13:56:45.656815Z

measured 41 of 41 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+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

41 of 41 outbound references displayed

verified exact0
verified fuzzy10
unresolved29
parse uncertain0
malformed identifier0
metadata mismatch2

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 5f81f295-1d89-4a10-a1c2-f9939f962691 · outbound

This paper cites Qwen3-VL Technical Report.

Failure-Informed Image Self-Augmentation for Multimodal Large Language Model Self-Improvement Qwen3-VL Technical Report

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-05T13:56:42.499496Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c77a3c7a-63be-4931-8dd4-f30bde0d8f7d · outbound

This paper cites Phi-4 Technical Report.

Failure-Informed Image Self-Augmentation for Multimodal Large Language Model Self-Improvement Phi-4 Technical Report

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-05T13:56:42.543509Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 159c3f5a-8943-46d3-a629-74c883f543cd · outbound

This paper cites GLM-4.5V and GLM-4.1V-Thinking: Towards Versatile Multimodal Reasoning with Scalable Reinforcement Learning.

Failure-Informed Image Self-Augmentation for Multimodal Large Language Model Self-Improvement GLM-4.5V and GLM-4.1V-Thinking: Towards Versatile Multimodal Reasoning with Scalable Reinforcement Learning

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-05T13:56:42.647435Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4e57ee8b-a552-49f5-80f7-c95dac246af2 · outbound

This paper cites A Survey of Multimodal Large Language Model from A Data-centric Perspective.

Failure-Informed Image Self-Augmentation for Multimodal Large Language Model Self-Improvement A Survey of Multimodal Large Language Model from A Data-centric Perspective

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-05T13:56:42.716124Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b5fa1a5b-5d39-4a54-950b-9d7eff20a917 · outbound

This paper cites an unresolved cited work.

Failure-Informed Image Self-Augmentation for Multimodal Large Language Model Self-Improvement Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-05T13:56:52.483359Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation e49c62df-bfc9-42cc-af4e-d432d26719f5 · outbound

This paper cites an unresolved cited work.

Failure-Informed Image Self-Augmentation for Multimodal Large Language Model Self-Improvement Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-05T13:56:52.351105Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 19d9c943-da53-468a-982f-ac59720a6bbb · outbound

This paper cites an unresolved cited work.

Failure-Informed Image Self-Augmentation for Multimodal Large Language Model Self-Improvement Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-05T13:56:52.126608Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation e1d1fadb-5c2c-4c9f-b948-b552a8f313c1 · outbound

This paper cites Smith and Daniel Khashabi and Hannaneh Hajishirzi , title =.

Failure-Informed Image Self-Augmentation for Multimodal Large Language Model Self-Improvement Smith and Daniel Khashabi and Hannaneh Hajishirzi , title =

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T13:56:51.772534Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 03d93b0e-631e-44fa-957b-648c0bbfc4c0 · outbound

This paper cites an unresolved cited work.

Failure-Informed Image Self-Augmentation for Multimodal Large Language Model Self-Improvement Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-05T13:56:51.525488Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 2cde5260-58ee-43da-89de-c4dd1d37fae0 · outbound

This paper cites NeurIPS , volume=.

Failure-Informed Image Self-Augmentation for Multimodal Large Language Model Self-Improvement NeurIPS , volume=

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T13:56:51.250880Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 7a48faff-a0cd-4bdc-96c7-c6edc95efc38 · outbound

This paper cites an unresolved cited work.

Failure-Informed Image Self-Augmentation for Multimodal Large Language Model Self-Improvement Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-05T13:56:51.023125Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation bb7e84c2-d6ae-4d46-a68c-ddff227f9946 · outbound

This paper cites an unresolved cited work.

Failure-Informed Image Self-Augmentation for Multimodal Large Language Model Self-Improvement Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-05T13:56:50.696059Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation ecd63525-c92e-4ce7-a99c-8a4b6a4317d9 · outbound

This paper cites Zou and Kai.

Failure-Informed Image Self-Augmentation for Multimodal Large Language Model Self-Improvement Zou and Kai

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T13:56:50.460039Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 6e8eecef-7a85-4736-9b24-43f1133bfb79 · outbound

This paper cites NeurIPS , volume=.

Failure-Informed Image Self-Augmentation for Multimodal Large Language Model Self-Improvement NeurIPS , volume=

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T13:56:50.226338Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation fd97243f-5c04-4656-9560-48fe1ac9104e · outbound

This paper cites SSL-R1: Self-Supervised Visual Reinforcement Post-Training for Multimodal Large Language Models.

Failure-Informed Image Self-Augmentation for Multimodal Large Language Model Self-Improvement SSL-R1: Self-Supervised Visual Reinforcement Post-Training for Multimodal Large Language Models

Reference 15

Resolution: metadata mismatch; local_arxiv, observed 2026-08-05T13:56:46.759454Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 50e0c54e-71ea-4eda-b91d-bdc2a9f62d2e · outbound

This paper cites arXiv preprint arXiv:2510.14958 , year=.

Failure-Informed Image Self-Augmentation for Multimodal Large Language Model Self-Improvement arXiv preprint arXiv:2510.14958 , year=

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-05T13:56:43.697769Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 28f7560c-2402-4377-b2e4-c8fde1fb4473 · outbound

This paper cites an unresolved cited work.

Failure-Informed Image Self-Augmentation for Multimodal Large Language Model Self-Improvement Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-05T13:56:49.965887Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 3bef8768-b81e-4a4a-a840-82dc3900e2c2 · outbound

This paper cites CVPR , pages=.

Failure-Informed Image Self-Augmentation for Multimodal Large Language Model Self-Improvement CVPR , pages=

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T13:56:49.658150Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 9afcbc4d-a3b5-4e1d-a4fd-56675a308313 · outbound

This paper cites CVPR , pages=.

Failure-Informed Image Self-Augmentation for Multimodal Large Language Model Self-Improvement CVPR , pages=

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T13:56:49.335268Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation c3c1546c-e411-47a9-bb16-a3fd71806f16 · outbound

This paper cites R1-SyntheticVL: Is Synthetic Data from Generative Models Ready for Multimodal Large Language Model?.

Failure-Informed Image Self-Augmentation for Multimodal Large Language Model Self-Improvement R1-SyntheticVL: Is Synthetic Data from Generative Models Ready for Multimodal Large Language Model?

Reference 20

Resolution: metadata mismatch; local_arxiv, observed 2026-08-05T13:56:45.865689Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 9ec4c60d-6207-46c1-b16b-149e64abaec5 · outbound

This paper cites NeurIPS , year =.

Failure-Informed Image Self-Augmentation for Multimodal Large Language Model Self-Improvement NeurIPS , year =

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T13:56:49.118786Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation cb909bf1-ede6-492d-8688-094e24ca4903 · outbound

This paper cites Self-Evolving Vision-Language Models for Image Quality Assessment via Voting and Ranking.

Failure-Informed Image Self-Augmentation for Multimodal Large Language Model Self-Improvement Self-Evolving Vision-Language Models for Image Quality Assessment via Voting and Ranking

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-05T13:56:44.151913Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c7fddf86-7132-47a1-bb79-de7e513b07c2 · outbound

This paper cites an unresolved cited work.

Failure-Informed Image Self-Augmentation for Multimodal Large Language Model Self-Improvement Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-05T13:56:48.890522Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation c7acdce0-05b1-42e2-b0f8-b025c39bf99a · outbound

This paper cites A Survey on LLM-as-a-Judge.

Failure-Informed Image Self-Augmentation for Multimodal Large Language Model Self-Improvement A Survey on LLM-as-a-Judge

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-05T13:56:44.345409Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 28667ed7-72cf-4824-a6ee-dff006c91f49 · outbound

This paper cites an unresolved cited work.

Failure-Informed Image Self-Augmentation for Multimodal Large Language Model Self-Improvement Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-05T13:56:48.705574Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 5c6b0285-e729-49a3-a6ab-f54984c3299d · outbound

This paper cites Le and Ed H.

Failure-Informed Image Self-Augmentation for Multimodal Large Language Model Self-Improvement Le and Ed H

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-05T13:56:44.487778Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e21a99f4-b8f3-4f9f-bd0e-af97b3741c35 · outbound

This paper cites Pattern Recognit.

Failure-Informed Image Self-Augmentation for Multimodal Large Language Model Self-Improvement Pattern Recognit

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T13:56:48.566953Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation f11d3859-7cb7-4f60-bcff-a2eed9e9f654 · outbound

This paper cites an unresolved cited work.

Failure-Informed Image Self-Augmentation for Multimodal Large Language Model Self-Improvement Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-08-05T13:56:48.424066Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 59378b28-970f-426b-9cb5-4cd5f1e4a0c4 · outbound

This paper cites an unresolved cited work.

Failure-Informed Image Self-Augmentation for Multimodal Large Language Model Self-Improvement Unresolved cited work

Reference 29

Resolution: unresolved; raw_fallback, observed 2026-08-05T13:56:48.252454Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 29b30ac9-c555-4dea-8c62-98ee2bb8759d · outbound

This paper cites SEED-Bench: Benchmarking Multimodal LLMs with Generative Comprehension.

Failure-Informed Image Self-Augmentation for Multimodal Large Language Model Self-Improvement SEED-Bench: Benchmarking Multimodal LLMs with Generative Comprehension

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-05T13:56:44.772546Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d177bf4b-3008-488c-8953-6c2293e7409d · outbound

This paper cites an unresolved cited work.

Failure-Informed Image Self-Augmentation for Multimodal Large Language Model Self-Improvement Unresolved cited work

Reference 31

Resolution: unresolved; raw_fallback, observed 2026-08-05T13:56:48.100367Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation d082aada-45e5-411b-a847-7df99abfaeff · outbound

This paper cites an unresolved cited work.

Failure-Informed Image Self-Augmentation for Multimodal Large Language Model Self-Improvement Unresolved cited work

Reference 32

Resolution: unresolved; raw_fallback, observed 2026-08-05T13:56:47.886430Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 2667888f-532d-45e1-b7ca-c141699b6ae9 · outbound

This paper cites NeurIPS , volume=.

Failure-Informed Image Self-Augmentation for Multimodal Large Language Model Self-Improvement NeurIPS , volume=

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T13:56:47.733489Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation f55697eb-735a-4db3-9700-5b457651ad53 · outbound

This paper cites NeurIPS , year =.

Failure-Informed Image Self-Augmentation for Multimodal Large Language Model Self-Improvement NeurIPS , year =

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T13:56:47.613513Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation e2a8b00d-eb05-4a86-b40e-8a7357087bf0 · outbound

This paper cites an unresolved cited work.

Failure-Informed Image Self-Augmentation for Multimodal Large Language Model Self-Improvement Unresolved cited work

Reference 35

Resolution: unresolved; raw_fallback, observed 2026-08-05T13:56:47.403828Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 49697680-e7ff-4087-bb62-c2271c963707 · outbound

This paper cites Gemma 3 , url=.

Failure-Informed Image Self-Augmentation for Multimodal Large Language Model Self-Improvement Gemma 3 , url=

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-05T13:56:45.240968Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7cb8ad77-7f97-4799-af28-d3bf679019b9 · outbound

This paper cites an unresolved cited work.

Failure-Informed Image Self-Augmentation for Multimodal Large Language Model Self-Improvement Unresolved cited work

Reference 37

Resolution: unresolved; raw_fallback, observed 2026-08-05T13:56:47.231110Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 0a5fd18a-3c12-49cc-b08b-2a07a0cf2486 · outbound

This paper cites an unresolved cited work.

Failure-Informed Image Self-Augmentation for Multimodal Large Language Model Self-Improvement Unresolved cited work

Reference 38

Resolution: unresolved; raw_fallback, observed 2026-08-05T13:56:47.055967Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 35ac11fa-b33b-40ce-a84f-c4effa7cab14 · outbound

This paper cites an unresolved cited work.

Failure-Informed Image Self-Augmentation for Multimodal Large Language Model Self-Improvement Unresolved cited work

Reference 39

Resolution: unresolved; raw_fallback, observed 2026-08-05T13:56:46.907015Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 9e7c85aa-043c-41e5-8a70-af926f16de8a · outbound

This paper cites OpenAI GPT-5 System Card.

Failure-Informed Image Self-Augmentation for Multimodal Large Language Model Self-Improvement OpenAI GPT-5 System Card

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-05T13:56:45.584742Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e772f17b-ba30-4b9d-bd56-5d3efe4187a3 · outbound

This paper cites Z-Image: An Efficient Image Generation Foundation Model with Single-Stream Diffusion Transformer.

Failure-Informed Image Self-Augmentation for Multimodal Large Language Model Self-Improvement Z-Image: An Efficient Image Generation Foundation Model with Single-Stream Diffusion Transformer

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-05T13:56:45.656815Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.