Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-04T18:04:20.574759Z
Paper Citation Record · LEDGER
Detecting Text Manipulation in Images using Vision Language Models
As of 9 August 2026, this Paper Citation Record lists 17 of 17 outbound references and 1 inbound Pith citation observation for arXiv:2509.10278.
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 2026-08-08T06:32:00.761636+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-07-03T20:02:56.057102Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-07-03T20:08:55.138666Z
Reference resolution
17 of 17 outbound references displayed
- verified exact0
- verified fuzzy0
- unresolved17
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 70313364-3ac7-4635-bfda-c39daa62fee4 · outbound
This paper cites Qwen2.5-VL Technical Report.
Detecting Text Manipulation in Images using Vision Language Models Qwen2.5-VL Technical Report
Reference 1
- Resolution
- unresolved
- no resolver link, observed 2026-08-04T18:04:18.054749Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9c311dd9-9dc4-4572-9b57-9db1271ac223 · outbound
This paper cites Textdiffuser- 2: Unleashing the power of language models for text rendering.
Detecting Text Manipulation in Images using Vision Language Models Textdiffuser- 2: Unleashing the power of language models for text rendering
Reference 2
- Resolution
- unresolved
- no resolver link, observed 2026-08-04T18:04:18.254757Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2053abec-4f97-4f26-b31d-20405ddcceb2 · outbound
This paper cites Image manipulation detection by multi-view multi-scale supervision.
Detecting Text Manipulation in Images using Vision Language Models Image manipulation detection by multi-view multi-scale supervision
Reference 3
- Resolution
- unresolved
- no resolver link, observed 2026-08-04T18:04:18.425371Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation af2f30ca-4554-4e2a-9bc9-d1c5b424d0b3 · outbound
This paper cites Chatbot arena: An open platform for evaluating llms by human preference.
Detecting Text Manipulation in Images using Vision Language Models Chatbot arena: An open platform for evaluating llms by human preference
Reference 4
- Resolution
- unresolved
- no resolver link, observed 2026-08-04T18:04:18.518832Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 67b6ed52-900b-46f3-8cb4-77cb1ff70fbf · outbound
This paper cites On the detection of digital face manipulation.
Detecting Text Manipulation in Images using Vision Language Models On the detection of digital face manipulation
Reference 5
- Resolution
- unresolved
- no resolver link, observed 2026-08-04T18:04:18.632298Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f10857ed-5151-46ae-9b21-d3ca7fa3f3a6 · outbound
This paper cites Mvss-net: Multi-view multi- scale supervised networks for image manipulation detection.IEEE Transactions on Pattern Anal- ysis and Machine Intelligence, 45(3):3539–3553, 2022.
Detecting Text Manipulation in Images using Vision Language Models Mvss-net: Multi-view multi- scale supervised networks for image manipulation detection.IEEE Transactions on Pattern Anal- ysis and Machine Intelligence, 45(3):3539–3553, 2022
Reference 6
- Resolution
- unresolved
- no resolver link, observed 2026-08-04T18:04:18.712784Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9d389dfa-c654-422d-acde-acf72991fc14 · outbound
This paper cites Casia image tampering detection evaluation database.
Detecting Text Manipulation in Images using Vision Language Models Casia image tampering detection evaluation database
Reference 7
- Resolution
- unresolved
- no resolver link, observed 2026-08-04T18:04:19.004846Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ee526ebb-f2ea-4c8b-9b16-f86c92c165db · outbound
This paper cites AMMeBa: A Large-Scale Survey and Dataset of Media-Based Misinformation In-The-Wild.
Detecting Text Manipulation in Images using Vision Language Models AMMeBa: A Large-Scale Survey and Dataset of Media-Based Misinformation In-The-Wild
Reference 8
- Resolution
- unresolved
- no resolver link, observed 2026-08-04T18:04:19.084829Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3be553d2-7ed7-42da-8b78-37e74bb50334 · outbound
This paper cites The Llama 3 Herd of Models.
Detecting Text Manipulation in Images using Vision Language Models The Llama 3 Herd of Models
Reference 9
- Resolution
- unresolved
- no resolver link, observed 2026-08-04T18:04:19.213306Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 364d1e11-953a-4e0f-8f92-19b467d019fd · outbound
This paper cites Tru- for: Leveraging all-round clues for trustworthy image forgery detection and localization.
Detecting Text Manipulation in Images using Vision Language Models Tru- for: Leveraging all-round clues for trustworthy image forgery detection and localization
Reference 10
- Resolution
- unresolved
- no resolver link, observed 2026-08-04T18:04:19.444751Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation de5a0f2b-6b45-472e-8df7-e002ff5e1642 · outbound
This paper cites Hier- archical fine-grained image forgery detection and localization.
Detecting Text Manipulation in Images using Vision Language Models Hier- archical fine-grained image forgery detection and localization
Reference 11
- Resolution
- unresolved
- no resolver link, observed 2026-08-04T18:04:19.577394Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8bc15881-3022-4427-8dcc-7fea0464ccfd · outbound
This paper cites SIDA: Social Media Image Deepfake Detection, Localization and Explanation with Large Multimodal Model.
Detecting Text Manipulation in Images using Vision Language Models SIDA: Social Media Image Deepfake Detection, Localization and Explanation with Large Multimodal Model
Reference 12
- Resolution
- unresolved
- no resolver link, observed 2026-08-04T18:04:19.694757Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 319047f5-1dad-4a24-b3e9-5dafa75af0af · outbound
This paper cites The point where reality meets fan- tasy: Mixed adversarial generators for image splice detection.Advances in neural information processing systems, 32, 2019.
Detecting Text Manipulation in Images using Vision Language Models The point where reality meets fan- tasy: Mixed adversarial generators for image splice detection.Advances in neural information processing systems, 32, 2019
Reference 13
- Resolution
- unresolved
- no resolver link, observed 2026-08-04T18:04:19.870008Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 06f360f2-0ac5-4bdd-8eb3-c4d96ac76b3d · outbound
This paper cites Exploring chatgpt for face presentation attack detection in zero and few-shot in-context learning.
Detecting Text Manipulation in Images using Vision Language Models Exploring chatgpt for face presentation attack detection in zero and few-shot in-context learning
Reference 14
- Resolution
- unresolved
- no resolver link, observed 2026-08-04T18:04:20.064836Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fb3976a8-f6d0-4f6d-a82f-60e8bfa54103 · outbound
This paper cites FantasyID: A dataset for detecting digital manipulations of ID-documents.
Detecting Text Manipulation in Images using Vision Language Models FantasyID: A dataset for detecting digital manipulations of ID-documents
Reference 15
- Resolution
- unresolved
- no resolver link, observed 2026-08-04T18:04:20.314744Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 99a6db89-cbf4-4995-9191-9f09dc58bc09 · outbound
This paper cites Cat-net: Compression artifact tracing network for detection and localization of image splicing.
Detecting Text Manipulation in Images using Vision Language Models Cat-net: Compression artifact tracing network for detection and localization of image splicing
Reference 16
- Resolution
- unresolved
- no resolver link, observed 2026-08-04T18:04:20.437130Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 81f44cdf-b203-4b89-aef2-6b9571f8938c · outbound
This paper cites Lisa: Reasoning segmentation via large language model.
Detecting Text Manipulation in Images using Vision Language Models Lisa: Reasoning segmentation via large language model
Reference 17
- Resolution
- unresolved
- no resolver link, observed 2026-08-04T18:04:20.574759Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Pith citing papers
Observation 26fe4bc7-e59a-4e4e-acee-314a42cff1f3 · inbound
From Forgeries to Foundation Models: A Systematic Survey of Identity Document Attack and Detection cites this paper.
From Forgeries to Foundation Models: A Systematic Survey of Identity Document Attack and Detection Detecting Text Manipulation in Images using Vision Language Models
Reference 98
- Resolution
- verified exact
- arxiv_id, observed 2026-07-03T20:08:55.141276Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.