Paper Citation Record · LEDGER

EditScout: Locating Forged Regions from Diffusion-based Edited Images with Multimodal LLM

As of 18 August 2026, this Paper Citation Record lists 58 of 58 outbound references and 1 inbound Pith citation observation for arXiv:2412.03809.

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

pith.paper-citation-record.v1
2412.03809 v1

Coverage vector

measured 58 of 58 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T22:07:33.207853Z

measured 59 of 59 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-08T21:12:22.731142Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-08T21:12:25.162545Z

Reference resolution

58 of 58 outbound references displayed

verified exact4
verified fuzzy23
unresolved31
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation d915fcef-b9a9-4267-9d67-641f8d93b104 · outbound

This paper cites Zero-shot text-to-image generation.

EditScout: Locating Forged Regions from Diffusion-based Edited Images with Multimodal LLM Zero-shot text-to-image generation

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:07:34.126939Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 995d241d-471f-4358-840c-149d58af3745 · outbound

This paper cites BrushNet: A Plug-and-Play Image Inpainting Model with Decomposed Dual-Branch Diffusion.

EditScout: Locating Forged Regions from Diffusion-based Edited Images with Multimodal LLM BrushNet: A Plug-and-Play Image Inpainting Model with Decomposed Dual-Branch Diffusion

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-11T22:07:32.932905Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 13d8c028-8e95-434b-8682-421288f7493d · outbound

This paper cites Magicremover: Tuning-free Text-guided Image inpainting with Diffusion Models.

EditScout: Locating Forged Regions from Diffusion-based Edited Images with Multimodal LLM Magicremover: Tuning-free Text-guided Image inpainting with Diffusion Models

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-11T22:07:32.938440Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 223a52a6-953e-48fb-b836-b8778c547804 · outbound

This paper cites Blended diffusion for text-driven editing of natural images.

EditScout: Locating Forged Regions from Diffusion-based Edited Images with Multimodal LLM Blended diffusion for text-driven editing of natural images

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:07:34.111534Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 0153d2d4-4142-4fa4-9c9e-62020a1ebc47 · outbound

This paper cites FlexEdit: Flexible and Controllable Diffusion-based Object-centric Image Editing.

EditScout: Locating Forged Regions from Diffusion-based Edited Images with Multimodal LLM FlexEdit: Flexible and Controllable Diffusion-based Object-centric Image Editing

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-11T22:07:32.948875Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 47466535-8e7d-49e5-bca5-764d9fdd6a95 · outbound

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

EditScout: Locating Forged Regions from Diffusion-based Edited Images with Multimodal LLM Learning transferable visual models from natural language supervision

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-11T22:07:32.954125Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1d335a5f-03de-440d-acea-a5d900f1e1e3 · outbound

This paper cites Magicbrush: A manually annotated dataset for instruction-guided image editing.

EditScout: Locating Forged Regions from Diffusion-based Edited Images with Multimodal LLM Magicbrush: A manually annotated dataset for instruction-guided image editing

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:07:34.087046Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 08b0a489-0e48-4744-84bc-815a04324927 · outbound

This paper cites Autosplice: A text-prompt manipulated image dataset for media forensics.

EditScout: Locating Forged Regions from Diffusion-based Edited Images with Multimodal LLM Autosplice: A text-prompt manipulated image dataset for media forensics

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:07:34.071579Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 015a0d02-137b-443a-9318-7dc50f752c65 · outbound

This paper cites Instructblip: Towards general-purpose vision-language models with instruction tuning.

EditScout: Locating Forged Regions from Diffusion-based Edited Images with Multimodal LLM Instructblip: Towards general-purpose vision-language models with instruction tuning

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:07:34.056525Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation b06d54bf-91dd-48b0-947c-e5d8ce26bd9c · outbound

This paper cites Language models are few-shot learners.

EditScout: Locating Forged Regions from Diffusion-based Edited Images with Multimodal LLM Language models are few-shot learners

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-11T22:07:32.974536Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3534a2a5-7b7e-40a6-96ce-488d1e0e352a · outbound

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

EditScout: Locating Forged Regions from Diffusion-based Edited Images with Multimodal LLM LLaMA: Open and Efficient Foundation Language Models

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-11T22:07:32.979352Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation af7e0ab6-de59-41c4-ad64-3a2bf51b3c43 · outbound

This paper cites Mistral 7B.

EditScout: Locating Forged Regions from Diffusion-based Edited Images with Multimodal LLM Mistral 7B

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-11T22:07:32.984780Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8f76ccd2-5439-4fa3-99fc-bfbdb27fd9a8 · outbound

This paper cites Scaling instruction-finetuned language models.

EditScout: Locating Forged Regions from Diffusion-based Edited Images with Multimodal LLM Scaling instruction-finetuned language models

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:07:34.029271Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation de9b79ab-3dca-45b4-a569-952ba8bd518b · outbound

This paper cites Judging llm-as-a-judge with mt-bench and chatbot arena.

EditScout: Locating Forged Regions from Diffusion-based Edited Images with Multimodal LLM Judging llm-as-a-judge with mt-bench and chatbot arena

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:07:34.013744Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 6a92e8ab-a456-42ba-92c7-7ad98d21cc92 · outbound

This paper cites Palm: Scaling language modeling with pathways.

EditScout: Locating Forged Regions from Diffusion-based Edited Images with Multimodal LLM Palm: Scaling language modeling with pathways

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:07:33.998719Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation a7a5f256-7c40-4d65-a4d0-f85d672dc57c · outbound

This paper cites Visual instruction tuning.Advances in neural information processing systems , 36, 2024.

EditScout: Locating Forged Regions from Diffusion-based Edited Images with Multimodal LLM Visual instruction tuning.Advances in neural information processing systems , 36, 2024

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:07:33.983581Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation d3391293-9a8e-4a60-ba41-896bbfdad363 · outbound

This paper cites MiniGPT-4: Enhancing Vision-Language Understanding with Advanced Large Language Models.

EditScout: Locating Forged Regions from Diffusion-based Edited Images with Multimodal LLM MiniGPT-4: Enhancing Vision-Language Understanding with Advanced Large Language Models

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-11T22:07:33.007934Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7193b7ae-f8b3-462f-9608-100b62cb3438 · outbound

This paper cites MultiModal-GPT: A Vision and Language Model for Dialogue with Humans.

EditScout: Locating Forged Regions from Diffusion-based Edited Images with Multimodal LLM MultiModal-GPT: A Vision and Language Model for Dialogue with Humans

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-11T22:07:33.012886Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d6ebdcf2-5d4a-450b-9545-4993efb92286 · outbound

This paper cites mPLUG-Owl: Modularization Empowers Large Language Models with Multimodality.

EditScout: Locating Forged Regions from Diffusion-based Edited Images with Multimodal LLM mPLUG-Owl: Modularization Empowers Large Language Models with Multimodality

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-11T22:07:33.017558Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f63d0d78-97fc-4e91-8d45-270260da19b7 · outbound

This paper cites MIMIC-IT: Multi-Modal In-Context Instruction Tuning.

EditScout: Locating Forged Regions from Diffusion-based Edited Images with Multimodal LLM MIMIC-IT: Multi-Modal In-Context Instruction Tuning

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-11T22:07:33.022514Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 691105e4-aad0-43a8-a435-812ddd464bdd · outbound

This paper cites Groma: Localized Visual Tokenization for Grounding Multimodal Large Language Models.

EditScout: Locating Forged Regions from Diffusion-based Edited Images with Multimodal LLM Groma: Localized Visual Tokenization for Grounding Multimodal Large Language Models

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-11T22:07:33.027218Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8d1e574c-69b1-45b9-952f-5e3b81c9c2d2 · outbound

This paper cites Ferret: Refer and Ground Anything Anywhere at Any Granularity.

EditScout: Locating Forged Regions from Diffusion-based Edited Images with Multimodal LLM Ferret: Refer and Ground Anything Anywhere at Any Granularity

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-11T22:07:33.032298Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation db7e7b6e-c546-499e-903e-621b3554cf69 · outbound

This paper cites DetGPT: Detect What You Need via Reasoning.

EditScout: Locating Forged Regions from Diffusion-based Edited Images with Multimodal LLM DetGPT: Detect What You Need via Reasoning

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-11T22:07:33.037243Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 356940d0-dbb2-4fe0-8520-c2e1e6748c12 · outbound

This paper cites NExT-Chat: An LMM for Chat, Detection and Segmentation.

EditScout: Locating Forged Regions from Diffusion-based Edited Images with Multimodal LLM NExT-Chat: An LMM for Chat, Detection and Segmentation

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-11T22:07:33.043568Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bb030ae3-1284-4822-a24a-017b5584ad1a · outbound

This paper cites CoVLM: Composing Visual Entities and Relationships in Large Language Models Via Communicative Decoding.

EditScout: Locating Forged Regions from Diffusion-based Edited Images with Multimodal LLM CoVLM: Composing Visual Entities and Relationships in Large Language Models Via Communicative Decoding

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-11T22:07:33.048750Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 948e5ad0-0b29-4ebc-b27c-8d4548f9c9af · outbound

This paper cites LISA: Reasoning Segmentation via Large Language Model.

EditScout: Locating Forged Regions from Diffusion-based Edited Images with Multimodal LLM LISA: Reasoning Segmentation via Large Language Model

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-11T22:07:33.053665Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7296de46-a270-45fa-bfda-aad08c094336 · outbound

This paper cites LISA++: An Improved Baseline for Reasoning Segmentation with Large Language Model.

EditScout: Locating Forged Regions from Diffusion-based Edited Images with Multimodal LLM LISA++: An Improved Baseline for Reasoning Segmentation with Large Language Model

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-11T22:07:33.058288Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cf911c27-ee01-4609-ba74-b484b2815f8e · outbound

This paper cites Osprey: Pixel Understanding with Visual Instruction Tuning.

EditScout: Locating Forged Regions from Diffusion-based Edited Images with Multimodal LLM Osprey: Pixel Understanding with Visual Instruction Tuning

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-11T22:07:33.063185Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 33fe19c4-e5e0-466c-b8d9-74cb600674f3 · outbound

This paper cites GROUNDHOG: Grounding Large Language Models to Holistic Segmentation.

EditScout: Locating Forged Regions from Diffusion-based Edited Images with Multimodal LLM GROUNDHOG: Grounding Large Language Models to Holistic Segmentation

Reference 29

Resolution: verified exact; local_arxiv, observed 2026-08-11T22:07:33.477950Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 2dc7a2a3-d62d-4c26-a470-b4ac5c7e87de · outbound

This paper cites See, Say, and Segment: Teaching LMMs to Overcome False Premises.

EditScout: Locating Forged Regions from Diffusion-based Edited Images with Multimodal LLM See, Say, and Segment: Teaching LMMs to Overcome False Premises

Reference 30

Resolution: verified exact; local_arxiv, observed 2026-08-11T22:07:33.456753Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 078c33a5-c77f-4ce9-a57b-a11819d7d899 · outbound

This paper cites PixelLM: Pixel Reasoning with Large Multimodal Model.

EditScout: Locating Forged Regions from Diffusion-based Edited Images with Multimodal LLM PixelLM: Pixel Reasoning with Large Multimodal Model

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-11T22:07:33.077636Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation af53b157-33cc-41a0-9c3f-bf5b7558ead5 · outbound

This paper cites FakeBench: Probing Explainable Fake Image Detection via Large Multimodal Models.

EditScout: Locating Forged Regions from Diffusion-based Edited Images with Multimodal LLM FakeBench: Probing Explainable Fake Image Detection via Large Multimodal Models

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-11T22:07:33.082512Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 31e92f02-39b9-4a78-8363-cf0bdd4942f9 · outbound

This paper cites CoReS: Orchestrating the Dance of Reasoning and Segmentation.

EditScout: Locating Forged Regions from Diffusion-based Edited Images with Multimodal LLM CoReS: Orchestrating the Dance of Reasoning and Segmentation

Reference 33

Resolution: verified exact; local_arxiv, observed 2026-08-11T22:07:33.407028Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 5c7fd5f9-b842-40df-92d4-87c28e3dd164 · outbound

This paper cites DeiSAM: Segment Anything with Deictic Prompting.

EditScout: Locating Forged Regions from Diffusion-based Edited Images with Multimodal LLM DeiSAM: Segment Anything with Deictic Prompting

Reference 34

Resolution: verified exact; local_arxiv, observed 2026-08-11T22:07:33.385350Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation d4d9bd8a-d138-4d1a-aacc-61465bedef6b · outbound

This paper cites High- resolution image synthesis with latent diffusion models.

EditScout: Locating Forged Regions from Diffusion-based Edited Images with Multimodal LLM High- resolution image synthesis with latent diffusion models

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:07:33.967964Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation c3d1d6c7-7679-46bf-bbb8-5273a204b6c5 · outbound

This paper cites Photorealistic text-to-image diffusion models with deep language understanding.

EditScout: Locating Forged Regions from Diffusion-based Edited Images with Multimodal LLM Photorealistic text-to-image diffusion models with deep language understanding

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-11T22:07:33.103335Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0f9543ad-979a-402e-82f3-a68e7192e2b9 · outbound

This paper cites GLIDE: Towards Photorealistic Image Generation and Editing with Text-Guided Diffusion Models.

EditScout: Locating Forged Regions from Diffusion-based Edited Images with Multimodal LLM GLIDE: Towards Photorealistic Image Generation and Editing with Text-Guided Diffusion Models

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-11T22:07:33.108247Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7a471ce0-0800-46ea-af54-78d77043acc1 · outbound

This paper cites Blended latent diffusion.

EditScout: Locating Forged Regions from Diffusion-based Edited Images with Multimodal LLM Blended latent diffusion

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:07:33.941336Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation d12c06ed-33af-419d-b03e-cf42a0b7431e · outbound

This paper cites Inpaint Anything: Segment Anything Meets Image Inpainting.

EditScout: Locating Forged Regions from Diffusion-based Edited Images with Multimodal LLM Inpaint Anything: Segment Anything Meets Image Inpainting

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-11T22:07:33.118030Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c5294a0f-be04-42e1-9df2-fe19d36e63b0 · outbound

This paper cites Learned forensic source similarity for unknown camera models.

EditScout: Locating Forged Regions from Diffusion-based Edited Images with Multimodal LLM Learned forensic source similarity for unknown camera models

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:07:33.926714Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation ad93e466-02d0-4836-aea1-7505bb8c232d · outbound

This paper cites EITLNet: Source code of the paper: Effective image tampering localization via enhanced transformer and co-attention fusion, ICASSP 2024.

EditScout: Locating Forged Regions from Diffusion-based Edited Images with Multimodal LLM EITLNet: Source code of the paper: Effective image tampering localization via enhanced transformer and co-attention fusion, ICASSP 2024

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:07:33.911443Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 94780ea5-ce0d-4e8d-9ec7-39b6f7be8220 · outbound

This paper cites TruFor: Lever- aging all-round clues for trustworthy image forgery detection and localization.

EditScout: Locating Forged Regions from Diffusion-based Edited Images with Multimodal LLM TruFor: Lever- aging all-round clues for trustworthy image forgery detection and localization

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:07:33.895278Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation dc9b1429-9288-4b85-bc97-bcd5c770bcbe · outbound

This paper cites Hierar- chical fine-grained image forgery detection and localization.

EditScout: Locating Forged Regions from Diffusion-based Edited Images with Multimodal LLM Hierar- chical fine-grained image forgery detection and localization

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:07:33.879911Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 28e8e0a5-b43a-4cbb-9629-2644d0e271a7 · outbound

This paper cites Pscc-net: Progressive spatio-channel correlation network for image manipulation detection and localization.

EditScout: Locating Forged Regions from Diffusion-based Edited Images with Multimodal LLM Pscc-net: Progressive spatio-channel correlation network for image manipulation detection and localization

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:07:33.863938Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation b85b4355-331b-4cfb-b259-4fd6c5db3b92 · outbound

This paper cites Detecting GAN-generated Imagery using Color Cues.

EditScout: Locating Forged Regions from Diffusion-based Edited Images with Multimodal LLM Detecting GAN-generated Imagery using Color Cues

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-11T22:07:33.146390Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 58995596-fffe-4423-8579-fccac0471c9b · outbound

This paper cites Detecting gan-generated imagery using saturation cues.

EditScout: Locating Forged Regions from Diffusion-based Edited Images with Multimodal LLM Detecting gan-generated imagery using saturation cues

Reference 46

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:07:33.848144Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 1e4e0b5a-154e-46b7-9a54-5e5d84f98f0f · outbound

This paper cites Face x-ray for more general face forgery detection.

EditScout: Locating Forged Regions from Diffusion-based Edited Images with Multimodal LLM Face x-ray for more general face forgery detection

Reference 47

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:07:33.831823Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation b9f9bbe0-02c7-48db-8a62-6f9551babe59 · outbound

This paper cites Detection of gan-generated fake images over social networks.

EditScout: Locating Forged Regions from Diffusion-based Edited Images with Multimodal LLM Detection of gan-generated fake images over social networks

Reference 48

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:07:33.815012Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 6177becf-1c75-44d6-a751-63f7e597ce48 · outbound

This paper cites Dire for diffusion-generated image detection.

EditScout: Locating Forged Regions from Diffusion-based Edited Images with Multimodal LLM Dire for diffusion-generated image detection

Reference 49

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:07:33.799392Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 78ef2b8d-3740-4daf-bee9-ffb24374b52e · outbound

This paper cites Exposing the Fake: Effective Diffusion-Generated Images Detection.

EditScout: Locating Forged Regions from Diffusion-based Edited Images with Multimodal LLM Exposing the Fake: Effective Diffusion-Generated Images Detection

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-11T22:07:33.169449Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a57b63c5-3f94-4a92-8398-cf64b4e757ce · outbound

This paper cites LaRE2: Latent reconstruction error based method for Diffusion-Generated image detection.

EditScout: Locating Forged Regions from Diffusion-based Edited Images with Multimodal LLM LaRE2: Latent reconstruction error based method for Diffusion-Generated image detection

Reference 51

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:07:33.782963Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation e751bb36-d6aa-4cc3-b16d-36fdaff19abf · outbound

This paper cites Segment Anything.

EditScout: Locating Forged Regions from Diffusion-based Edited Images with Multimodal LLM Segment Anything

Reference 52

Resolution: unresolved; no resolver link, observed 2026-08-11T22:07:33.179186Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 09008bcb-4537-41c3-b786-89c2c530f6a3 · outbound

This paper cites LoRA: Low-Rank Adaptation of Large Language Models.

EditScout: Locating Forged Regions from Diffusion-based Edited Images with Multimodal LLM LoRA: Low-Rank Adaptation of Large Language Models

Reference 53

Resolution: unresolved; no resolver link, observed 2026-08-11T22:07:33.184101Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9f4bcc21-b311-4ba2-8901-c43121b44537 · outbound

This paper cites Hierarchical Text-Conditional Image Generation with CLIP Latents.

EditScout: Locating Forged Regions from Diffusion-based Edited Images with Multimodal LLM Hierarchical Text-Conditional Image Generation with CLIP Latents

Reference 54

Resolution: unresolved; no resolver link, observed 2026-08-11T22:07:33.188895Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e9746427-b11b-48c4-a4a7-dac223c78cf0 · outbound

This paper cites PeRFlow: Piecewise Rectified Flow as Universal Plug-and-Play Accelerator.

EditScout: Locating Forged Regions from Diffusion-based Edited Images with Multimodal LLM PeRFlow: Piecewise Rectified Flow as Universal Plug-and-Play Accelerator

Reference 55

Resolution: unresolved; no resolver link, observed 2026-08-11T22:07:33.193545Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 394a5155-1a2d-41c2-9196-dbb128bb5df9 · outbound

This paper cites Automatic differentiation in pytorch.

EditScout: Locating Forged Regions from Diffusion-based Edited Images with Multimodal LLM Automatic differentiation in pytorch

Reference 56

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:07:33.766627Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation aea34140-af34-4f84-9d46-df58b0bca0a4 · outbound

This paper cites Decoupled Weight Decay Regularization.

EditScout: Locating Forged Regions from Diffusion-based Edited Images with Multimodal LLM Decoupled Weight Decay Regularization

Reference 57

Resolution: unresolved; no resolver link, observed 2026-08-11T22:07:33.203007Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a65c557a-0d1e-482f-b67d-cf00e06069fd · outbound

This paper cites Learning jpeg compression artifacts for image manipulation detection and localization.

EditScout: Locating Forged Regions from Diffusion-based Edited Images with Multimodal LLM Learning jpeg compression artifacts for image manipulation detection and localization

Reference 58

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:07:33.749691Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Pith citing papers

Observation 2d9c046d-3e90-4551-827c-fb6c54b8ae83 · inbound

Survey on AI-Generated Media Detection: From Non-MLLM to MLLM cites this paper.

Survey on AI-Generated Media Detection: From Non-MLLM to MLLM EditScout: Locating Forged Regions from Diffusion-based Edited Images with Multimodal LLM

Reference 73

Resolution: verified exact; local_arxiv, observed 2026-08-08T21:12:25.167719Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.