Paper Citation Record · LEDGER

Interpretable and Reliable Detection of AI-Generated Images via Grounded Reasoning in MLLMs

As of 7 August 2026, this Paper Citation Record lists 68 of 68 outbound references and 2 inbound Pith citation observations for arXiv:2506.07045.

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

pith.paper-citation-record.v1
2506.07045 v1

Coverage vector

measured 68 of 68 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T05:48:55.145079Z

measured 70 of 70 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-07-13T19:51:45.257204Z

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

68 of 68 outbound references displayed

verified exact0
verified fuzzy17
unresolved51
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 0e7f8d76-f94f-4b44-a366-0d0f1e6f9a30 · outbound

This paper cites an unresolved cited work.

Interpretable and Reliable Detection of AI-Generated Images via Grounded Reasoning in MLLMs Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-07T05:49:01.237310Z

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No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 803ed133-5c58-4336-8a44-e4218c5fc407 · outbound

This paper cites Large scale gan training for high fidelity natural image synthesis.

Interpretable and Reliable Detection of AI-Generated Images via Grounded Reasoning in MLLMs Large scale gan training for high fidelity natural image synthesis

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:49:00.923211Z

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Observation 4501467c-2486-4752-84fd-d6f2756acb2c · outbound

This paper cites Maskgit: Masked generative image transformer.

Interpretable and Reliable Detection of AI-Generated Images via Grounded Reasoning in MLLMs Maskgit: Masked generative image transformer

Reference 3

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Observation 3ac597b2-829e-4ef9-8e22-aced466b0b71 · outbound

This paper cites AntifakePrompt: Prompt-Tuned Vision-Language Models are Fake Image Detectors.

Interpretable and Reliable Detection of AI-Generated Images via Grounded Reasoning in MLLMs AntifakePrompt: Prompt-Tuned Vision-Language Models are Fake Image Detectors

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-07T05:48:47.230080Z

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Observation db06f4aa-8502-47bb-bccb-3ebffdae7e1d · outbound

This paper cites Pixart- σ: Weak-to-strong training of diffusion transformer for 4k text-to-image generation.

Interpretable and Reliable Detection of AI-Generated Images via Grounded Reasoning in MLLMs Pixart- σ: Weak-to-strong training of diffusion transformer for 4k text-to-image generation

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-07T05:48:47.309056Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7176906a-fefb-496f-9ea7-56624645777b · outbound

This paper cites PIXART-{\delta}: Fast and Controllable Image Generation with Latent Consistency Models.

Interpretable and Reliable Detection of AI-Generated Images via Grounded Reasoning in MLLMs PIXART-{\delta}: Fast and Controllable Image Generation with Latent Consistency Models

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-07T05:48:47.478787Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 95014658-ac33-4506-81cf-a8d27fed04e4 · outbound

This paper cites PixArt-$\alpha$: Fast Training of Diffusion Transformer for Photorealistic Text-to-Image Synthesis.

Interpretable and Reliable Detection of AI-Generated Images via Grounded Reasoning in MLLMs PixArt-$\alpha$: Fast Training of Diffusion Transformer for Photorealistic Text-to-Image Synthesis

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-07T05:48:47.617304Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d4efb5d2-1349-4dee-8bcb-eae3e34bd7bb · outbound

This paper cites R1-v: Reinforcing super generaliza- tion ability in vision-language models with less than $3.https://github.com/Deep-Agent/ R1-V, 2025.

Interpretable and Reliable Detection of AI-Generated Images via Grounded Reasoning in MLLMs R1-v: Reinforcing super generaliza- tion ability in vision-language models with less than $3.https://github.com/Deep-Agent/ R1-V, 2025

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-07T05:48:47.708166Z

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Observation 95898ec4-0fc4-433d-9510-367969ddd549 · outbound

This paper cites Expanding performance boundaries of open-source multimodal models with model, data, and test-time scaling, 2025.

Interpretable and Reliable Detection of AI-Generated Images via Grounded Reasoning in MLLMs Expanding performance boundaries of open-source multimodal models with model, data, and test-time scaling, 2025

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-07T05:48:47.823145Z

Source-reported events for the cited work

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Observation f1e7c8f3-2bb6-4ed3-84f8-a8b4e4684b7c · outbound

This paper cites On the detection of synthetic images generated by diffusion models.

Interpretable and Reliable Detection of AI-Generated Images via Grounded Reasoning in MLLMs On the detection of synthetic images generated by diffusion models

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-07T05:48:47.965152Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8fda4d6e-c16c-42f2-99a3-19ef0403c29d · outbound

This paper cites Li, and Li Fei-Fei.

Interpretable and Reliable Detection of AI-Generated Images via Grounded Reasoning in MLLMs Li, and Li Fei-Fei

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-07T05:48:48.112032Z

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Observation 39713f27-1e7a-4841-83ad-08f4a3c2e7dd · outbound

This paper cites Witherden.

Interpretable and Reliable Detection of AI-Generated Images via Grounded Reasoning in MLLMs Witherden

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:49:00.592051Z

Source-reported events for the cited work

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Observation ae43a7da-127d-48e9-a3ab-9f95a0978857 · outbound

This paper cites Scaling rectified flow transformers for high-resolution image synthesis, 2024.

Interpretable and Reliable Detection of AI-Generated Images via Grounded Reasoning in MLLMs Scaling rectified flow transformers for high-resolution image synthesis, 2024

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-07T05:48:48.307060Z

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Observation e38691b6-2ff7-4c8a-8a32-70639c23e7ab · outbound

This paper cites Taming transformers for high-resolution image synthesis.

Interpretable and Reliable Detection of AI-Generated Images via Grounded Reasoning in MLLMs Taming transformers for high-resolution image synthesis

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:49:00.341701Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 0d0e1d5f-32ed-498b-b680-09cbeb5cfaee · outbound

This paper cites Leveraging frequency analysis for deep fake image recognition.

Interpretable and Reliable Detection of AI-Generated Images via Grounded Reasoning in MLLMs Leveraging frequency analysis for deep fake image recognition

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-07T05:48:48.576729Z

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Observation b4a016f9-8ab7-43d4-b2a1-5199f50c0867 · outbound

This paper cites an unresolved cited work.

Interpretable and Reliable Detection of AI-Generated Images via Grounded Reasoning in MLLMs Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-07T05:49:00.038427Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation c627ae84-6a6d-4690-a634-6068160aae11 · outbound

This paper cites Fake or JPEG? Revealing Common Biases in Generated Image Detection Datasets.

Interpretable and Reliable Detection of AI-Generated Images via Grounded Reasoning in MLLMs Fake or JPEG? Revealing Common Biases in Generated Image Detection Datasets

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-07T05:48:48.823747Z

Source-reported events for the cited work

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Observation c5733705-d799-4d65-94d4-5917ff8b4c85 · outbound

This paper cites Vector quantized diffusion model for text-to-image synthesis.

Interpretable and Reliable Detection of AI-Generated Images via Grounded Reasoning in MLLMs Vector quantized diffusion model for text-to-image synthesis

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:48:59.744518Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 772af3bd-20b0-4bc5-9b4e-17ffa5d60199 · outbound

This paper cites DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning.

Interpretable and Reliable Detection of AI-Generated Images via Grounded Reasoning in MLLMs DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-07T05:48:49.090609Z

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Observation b9dd8cd8-0564-4a0f-a727-4bedf20e389b · outbound

This paper cites Infinity: Scaling Bitwise AutoRegressive Modeling for High-Resolution Image Synthesis.

Interpretable and Reliable Detection of AI-Generated Images via Grounded Reasoning in MLLMs Infinity: Scaling Bitwise AutoRegressive Modeling for High-Resolution Image Synthesis

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-07T05:48:49.163590Z

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Observation 3331b2a9-7ba8-484e-aa06-82f4db5dc329 · outbound

This paper cites Denoising Diffusion Probabilistic Models.

Interpretable and Reliable Detection of AI-Generated Images via Grounded Reasoning in MLLMs Denoising Diffusion Probabilistic Models

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-07T05:48:49.310253Z

Source-reported events for the cited work

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Observation 48441d9a-76fc-44e2-a92a-af8794007c85 · outbound

This paper cites Vision-R1: Incentivizing Reasoning Capability in Multimodal Large Language Models.

Interpretable and Reliable Detection of AI-Generated Images via Grounded Reasoning in MLLMs Vision-R1: Incentivizing Reasoning Capability in Multimodal Large Language Models

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-07T05:48:49.400643Z

Source-reported events for the cited work

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Observation 8746c636-0c81-4f9d-a86c-4920d717200c · outbound

This paper cites OpenAI o1 System Card.

Interpretable and Reliable Detection of AI-Generated Images via Grounded Reasoning in MLLMs OpenAI o1 System Card

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-07T05:48:49.500083Z

Source-reported events for the cited work

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Observation f8cfe678-9952-47c6-8012-f97e01aa4c3f · outbound

This paper cites T2I-R1: Reinforcing Image Generation with Collaborative Semantic-level and Token-level CoT.

Interpretable and Reliable Detection of AI-Generated Images via Grounded Reasoning in MLLMs T2I-R1: Reinforcing Image Generation with Collaborative Semantic-level and Token-level CoT

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-07T05:48:49.635302Z

Source-reported events for the cited work

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Observation 2c20a2d8-01bc-4ab9-86a4-ea0b8fc6d9ee · outbound

This paper cites A style-based generator architecture for generative adversarial networks.2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), pages 4396–4405, 2018.

Interpretable and Reliable Detection of AI-Generated Images via Grounded Reasoning in MLLMs A style-based generator architecture for generative adversarial networks.2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), pages 4396–4405, 2018

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:48:59.482972Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 7d6f2faa-3b59-4dfc-808a-3e105841c2b3 · outbound

This paper cites Flux.https://github.com/black-forest-labs/flux, 2024.

Interpretable and Reliable Detection of AI-Generated Images via Grounded Reasoning in MLLMs Flux.https://github.com/black-forest-labs/flux, 2024

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-07T05:48:49.885343Z

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Observation 581d1329-37cd-4107-8be0-da8572df8ebf · outbound

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

Interpretable and Reliable Detection of AI-Generated Images via Grounded Reasoning in MLLMs FakeBench: Probing Explainable Fake Image Detection via Large Multimodal Models

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-07T05:48:50.004906Z

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Observation fe6721fe-3541-4b89-b4cd-deacd7399960 · outbound

This paper cites an unresolved cited work.

Interpretable and Reliable Detection of AI-Generated Images via Grounded Reasoning in MLLMs Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-08-07T05:48:59.146228Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation c28363fa-ba59-4d2b-8d3c-a040c7f15fc3 · outbound

This paper cites an unresolved cited work.

Interpretable and Reliable Detection of AI-Generated Images via Grounded Reasoning in MLLMs Unresolved cited work

Reference 29

Resolution: unresolved; raw_fallback, observed 2026-08-07T05:48:58.817762Z

Source-reported events for the cited work

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Observation cb7e5213-8ff5-4313-9378-fdbe5e3da131 · outbound

This paper cites Midjourney, 2023.

Interpretable and Reliable Detection of AI-Generated Images via Grounded Reasoning in MLLMs Midjourney, 2023

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:48:58.490226Z

Source-reported events for the cited work

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Observation 11a71384-23b1-4a1c-8cc7-25c3ce55430c · outbound

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

Interpretable and Reliable Detection of AI-Generated Images via Grounded Reasoning in MLLMs GLIDE: Towards Photorealistic Image Generation and Editing with Text-Guided Diffusion Models

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-07T05:48:50.449342Z

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Observation 6d49cb2a-fd81-4305-a838-a30531a11118 · outbound

This paper cites Towards universal fake image detectors that generalize across generative models.2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), pages 24480–24489, 2023.

Interpretable and Reliable Detection of AI-Generated Images via Grounded Reasoning in MLLMs Towards universal fake image detectors that generalize across generative models.2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), pages 24480–24489, 2023

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:48:58.279120Z

Source-reported events for the cited work

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Observation 70fd46fc-2543-4fe2-b18a-c314c456dd73 · outbound

This paper cites Dall·e 3 system card, 2023.

Interpretable and Reliable Detection of AI-Generated Images via Grounded Reasoning in MLLMs Dall·e 3 system card, 2023

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:48:58.014290Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 6244c030-da6a-4d4c-83b2-81c53d7c81f3 · outbound

This paper cites Introducing 4o image generation, Mar 2025.

Interpretable and Reliable Detection of AI-Generated Images via Grounded Reasoning in MLLMs Introducing 4o image generation, Mar 2025

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:48:57.840329Z

Source-reported events for the cited work

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Observation 8f5a04ac-0987-46c5-80d8-e87cd012a2e5 · outbound

This paper cites Training language models to follow instructions with human feedback.Advances in neural information processing systems, 35:27730–27744, 2022.

Interpretable and Reliable Detection of AI-Generated Images via Grounded Reasoning in MLLMs Training language models to follow instructions with human feedback.Advances in neural information processing systems, 35:27730–27744, 2022

Reference 35

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Observation 04b3b00c-b072-4a79-9734-767ad16a5a2c · outbound

This paper cites MedVLM-R1: Incentivizing Medical Reasoning Capability of Vision-Language Models (VLMs) via Reinforcement Learning.

Interpretable and Reliable Detection of AI-Generated Images via Grounded Reasoning in MLLMs MedVLM-R1: Incentivizing Medical Reasoning Capability of Vision-Language Models (VLMs) via Reinforcement Learning

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-07T05:48:51.106955Z

Source-reported events for the cited work

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Observation 41ab725f-d6d2-4d24-bdf7-07f5f05ca2f1 · outbound

This paper cites Community forensics: Using thousands of generators to train fake image detectors, 2024.

Interpretable and Reliable Detection of AI-Generated Images via Grounded Reasoning in MLLMs Community forensics: Using thousands of generators to train fake image detectors, 2024

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:48:57.547665Z

Source-reported events for the cited work

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Observation 0567dd4b-b0e8-429a-b921-f4c965670d52 · outbound

This paper cites Scalable diffusion models with transformers.

Interpretable and Reliable Detection of AI-Generated Images via Grounded Reasoning in MLLMs Scalable diffusion models with transformers

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-07T05:48:51.373781Z

Source-reported events for the cited work

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Observation ea4d3ae2-260f-47cd-a298-c91581a5d099 · outbound

This paper cites LMM-R1: Empowering 3B LMMs with Strong Reasoning Abilities Through Two-Stage Rule-Based RL.

Interpretable and Reliable Detection of AI-Generated Images via Grounded Reasoning in MLLMs LMM-R1: Empowering 3B LMMs with Strong Reasoning Abilities Through Two-Stage Rule-Based RL

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-07T05:48:51.514329Z

Source-reported events for the cited work

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Observation 036a4fa0-38bc-4bcd-a2e1-03361296afbc · outbound

This paper cites Qwen2.5-vl, January 2025.

Interpretable and Reliable Detection of AI-Generated Images via Grounded Reasoning in MLLMs Qwen2.5-vl, January 2025

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-07T05:48:51.636135Z

Source-reported events for the cited work

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Observation 3bee05a3-5f7a-4c42-a890-a080ce2b6ce4 · outbound

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

Interpretable and Reliable Detection of AI-Generated Images via Grounded Reasoning in MLLMs Hierarchical Text-Conditional Image Generation with CLIP Latents

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-07T05:48:51.752372Z

Source-reported events for the cited work

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Observation 5a4cfdbc-4fa5-4024-8de3-304dc0f17d93 · outbound

This paper cites Rapidata openai 4o preference, Mar 2025.

Interpretable and Reliable Detection of AI-Generated Images via Grounded Reasoning in MLLMs Rapidata openai 4o preference, Mar 2025

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:48:57.262378Z

Source-reported events for the cited work

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Observation 9069a64d-d0b9-422c-8785-73cfac203fcb · outbound

This paper cites an unresolved cited work.

Interpretable and Reliable Detection of AI-Generated Images via Grounded Reasoning in MLLMs Unresolved cited work

Reference 43

Resolution: unresolved; raw_fallback, observed 2026-08-07T05:48:57.019915Z

Source-reported events for the cited work

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Observation 8e3322b7-803e-4288-87c0-52a0c6746e25 · outbound

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

Interpretable and Reliable Detection of AI-Generated Images via Grounded Reasoning in MLLMs High- resolution image synthesis with latent diffusion models

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-07T05:48:52.246543Z

Source-reported events for the cited work

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Observation b42a3a56-990c-49bd-96c5-c26fab66c890 · outbound

This paper cites FaceForensics++: Learning to detect manipulated facial images.

Interpretable and Reliable Detection of AI-Generated Images via Grounded Reasoning in MLLMs FaceForensics++: Learning to detect manipulated facial images

Reference 46

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:48:56.739978Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation b4bdfadc-0be5-48c3-a2b4-d9ffefec4e29 · outbound

This paper cites Photorealistic text-to-image diffusion models with deep language understanding.Advances in Neural Information Processing Systems, 35:36479–36494, 2022.

Interpretable and Reliable Detection of AI-Generated Images via Grounded Reasoning in MLLMs Photorealistic text-to-image diffusion models with deep language understanding.Advances in Neural Information Processing Systems, 35:36479–36494, 2022

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-07T05:48:52.519229Z

Source-reported events for the cited work

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Observation 50934704-7f11-4a33-a645-7069c477362b · outbound

This paper cites Selvaraju, Michael Cogswell, Abhishek Das, Ramakrishna Vedantam, Devi Parikh, and Dhruv Batra.

Interpretable and Reliable Detection of AI-Generated Images via Grounded Reasoning in MLLMs Selvaraju, Michael Cogswell, Abhishek Das, Ramakrishna Vedantam, Devi Parikh, and Dhruv Batra

Reference 48

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:48:56.529751Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation ef605562-9d20-4cea-adc2-958f60edb5f4 · outbound

This paper cites DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models.

Interpretable and Reliable Detection of AI-Generated Images via Grounded Reasoning in MLLMs DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-07T05:48:52.739165Z

Source-reported events for the cited work

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Observation 7f41f5c8-a783-4870-a1a8-35f6ea756aff · outbound

This paper cites VLM-R1: A Stable and Generalizable R1-style Large Vision-Language Model.

Interpretable and Reliable Detection of AI-Generated Images via Grounded Reasoning in MLLMs VLM-R1: A Stable and Generalizable R1-style Large Vision-Language Model

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-07T05:48:52.835129Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3fdfd517-3cf0-4e12-98c9-dd7271710d31 · outbound

This paper cites Deep Inside Convolutional Networks: Visualising Image Classification Models and Saliency Maps.

Interpretable and Reliable Detection of AI-Generated Images via Grounded Reasoning in MLLMs Deep Inside Convolutional Networks: Visualising Image Classification Models and Saliency Maps

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-07T05:48:52.935967Z

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Observation f02bd0a1-16bb-487d-b07c-803ca65569e4 · outbound

This paper cites Denoising Diffusion Implicit Models.

Interpretable and Reliable Detection of AI-Generated Images via Grounded Reasoning in MLLMs Denoising Diffusion Implicit Models

Reference 52

Resolution: unresolved; no resolver link, observed 2026-08-07T05:48:53.041425Z

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Observation cf0e2900-bde2-45ff-ba06-6eb85915a682 · outbound

This paper cites Autoregressive Model Beats Diffusion: Llama for Scalable Image Generation.

Interpretable and Reliable Detection of AI-Generated Images via Grounded Reasoning in MLLMs Autoregressive Model Beats Diffusion: Llama for Scalable Image Generation

Reference 53

Resolution: unresolved; no resolver link, observed 2026-08-07T05:48:53.184151Z

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Observation 35060b25-8ffb-42d1-a720-756a33f7dab4 · outbound

This paper cites Axiomatic attribution for deep networks.

Interpretable and Reliable Detection of AI-Generated Images via Grounded Reasoning in MLLMs Axiomatic attribution for deep networks

Reference 54

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:48:56.308422Z

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No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 8a093ee3-ee65-4fdf-8528-ce90f5a08efe · outbound

This paper cites EfficientNet: Rethinking Model Scaling for Convolutional Neural Networks.

Interpretable and Reliable Detection of AI-Generated Images via Grounded Reasoning in MLLMs EfficientNet: Rethinking Model Scaling for Convolutional Neural Networks

Reference 55

Resolution: unresolved; no resolver link, observed 2026-08-07T05:48:53.454345Z

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Observation cb0e83bd-2e69-4a4b-8dc3-4db9c942bfc2 · outbound

This paper cites Galip: Generative adversarial clips for text-to-image synthesis.

Interpretable and Reliable Detection of AI-Generated Images via Grounded Reasoning in MLLMs Galip: Generative adversarial clips for text-to-image synthesis

Reference 56

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:48:56.142569Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 27ab6bfe-108a-474e-af38-98c75799394e · outbound

This paper cites Visual autoregressive modeling: Scalable image generation via next-scale prediction.Advances in neural information processing systems, 37:84839–84865, 2024.

Interpretable and Reliable Detection of AI-Generated Images via Grounded Reasoning in MLLMs Visual autoregressive modeling: Scalable image generation via next-scale prediction.Advances in neural information processing systems, 37:84839–84865, 2024

Reference 57

Resolution: unresolved; no resolver link, observed 2026-08-07T05:48:53.682291Z

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Observation 9165d7d7-7170-488d-aabb-8e0ba2ffba10 · outbound

This paper cites Neural discrete representation learning.Advances in neural information processing systems, 30, 2017.

Interpretable and Reliable Detection of AI-Generated Images via Grounded Reasoning in MLLMs Neural discrete representation learning.Advances in neural information processing systems, 30, 2017

Reference 58

Resolution: unresolved; no resolver link, observed 2026-08-07T05:48:53.797233Z

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Observation e5ef4c12-43f8-4160-9034-7a2fe3057d22 · outbound

This paper cites VL-Rethinker: Incentivizing Self-Reflection of Vision-Language Models with Reinforcement Learning.

Interpretable and Reliable Detection of AI-Generated Images via Grounded Reasoning in MLLMs VL-Rethinker: Incentivizing Self-Reflection of Vision-Language Models with Reinforcement Learning

Reference 59

Resolution: unresolved; no resolver link, observed 2026-08-07T05:48:53.929107Z

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Observation b9c2cce1-18f5-4bcd-bbaa-83f297ab0191 · outbound

This paper cites Objectformer for image manipulation detection and localization.

Interpretable and Reliable Detection of AI-Generated Images via Grounded Reasoning in MLLMs Objectformer for image manipulation detection and localization

Reference 60

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:48:55.996473Z

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Observation 721ae601-ec48-4c43-8434-5c0e0d0e68a1 · outbound

This paper cites Qwen2-VL: Enhancing Vision-Language Model's Perception of the World at Any Resolution.

Interpretable and Reliable Detection of AI-Generated Images via Grounded Reasoning in MLLMs Qwen2-VL: Enhancing Vision-Language Model's Perception of the World at Any Resolution

Reference 61

Resolution: unresolved; no resolver link, observed 2026-08-07T05:48:54.134553Z

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Observation b4dc13ff-6422-4a7c-b142-6dcdabbf60b4 · outbound

This paper cites Cnn- generated images are surprisingly easy to spot.

Interpretable and Reliable Detection of AI-Generated Images via Grounded Reasoning in MLLMs Cnn- generated images are surprisingly easy to spot

Reference 62

Resolution: unresolved; no resolver link, observed 2026-08-07T05:48:54.203270Z

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Observation 67d4c699-1623-44f4-b2b0-3a5e4d881b44 · outbound

This paper cites Dire for diffusion-generated image detection.

Interpretable and Reliable Detection of AI-Generated Images via Grounded Reasoning in MLLMs Dire for diffusion-generated image detection

Reference 63

Resolution: unresolved; no resolver link, observed 2026-08-07T05:48:54.348033Z

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Observation 3f8897c8-3c31-4f32-8a2d-e0cc3e02ea8b · outbound

This paper cites Fast-slow thinking for large vision-language model reasoning.arXiv preprint arXiv:2504.18458, 2025.

Interpretable and Reliable Detection of AI-Generated Images via Grounded Reasoning in MLLMs Fast-slow thinking for large vision-language model reasoning.arXiv preprint arXiv:2504.18458, 2025

Reference 64

Resolution: unresolved; no resolver link, observed 2026-08-07T05:48:54.453592Z

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Observation 3b06c47f-d3be-4171-951b-60878842d293 · outbound

This paper cites Segformer: Simple and efficient design for semantic segmentation with transformers.

Interpretable and Reliable Detection of AI-Generated Images via Grounded Reasoning in MLLMs Segformer: Simple and efficient design for semantic segmentation with transformers

Reference 65

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:48:55.814632Z

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Observation a8bfaf4e-1672-4d46-b297-4a163a4f8466 · outbound

This paper cites R1-Onevision: Advancing Generalized Multimodal Reasoning through Cross-Modal Formalization.

Interpretable and Reliable Detection of AI-Generated Images via Grounded Reasoning in MLLMs R1-Onevision: Advancing Generalized Multimodal Reasoning through Cross-Modal Formalization

Reference 66

Resolution: unresolved; no resolver link, observed 2026-08-07T05:48:54.733441Z

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Observation 354205a5-d3e9-423a-9aeb-e0e6f77dfbc6 · outbound

This paper cites A-Bench: Are LMMs Masters at Evaluating AI-generated Images?.

Interpretable and Reliable Detection of AI-Generated Images via Grounded Reasoning in MLLMs A-Bench: Are LMMs Masters at Evaluating AI-generated Images?

Reference 67

Resolution: unresolved; no resolver link, observed 2026-08-07T05:48:54.850810Z

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Observation cf516f23-fc17-4eb7-a91a-500d0b8a3847 · outbound

This paper cites Swift: a scalable lightweight infrastructure for fine-tuning.

Interpretable and Reliable Detection of AI-Generated Images via Grounded Reasoning in MLLMs Swift: a scalable lightweight infrastructure for fine-tuning

Reference 68

Resolution: unresolved; no resolver link, observed 2026-08-07T05:48:55.023878Z

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Observation dafa2d1b-efdb-4b0b-a124-67545590b87d · outbound

This paper cites R1-Zero's "Aha Moment" in Visual Reasoning on a 2B Non-SFT Model.

Interpretable and Reliable Detection of AI-Generated Images via Grounded Reasoning in MLLMs R1-Zero's "Aha Moment" in Visual Reasoning on a 2B Non-SFT Model

Reference 69

Resolution: unresolved; no resolver link, observed 2026-08-07T05:48:55.145079Z

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Pith citing papers

Observation 58107120-92a3-49ae-9527-a2a7309da508 · inbound

AgentFoX: LLM Agent-Guided Fusion with eXplainability for AI-Generated Image Detection cites this paper.

AgentFoX: LLM Agent-Guided Fusion with eXplainability for AI-Generated Image Detection Interpretable and Reliable Detection of AI-Generated Images via Grounded Reasoning in MLLMs

Reference 12

Resolution: unresolved; no resolver link, observed 2026-07-13T19:51:45.257204Z

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Observation a3c20b4e-4204-443f-9e34-d6ec153f28b3 · inbound

XPlainVerse: A Million-Scale Benchmark for Explainable Deepfake Detection cites this paper.

XPlainVerse: A Million-Scale Benchmark for Explainable Deepfake Detection Interpretable and Reliable Detection of AI-Generated Images via Grounded Reasoning in MLLMs

Reference 16

Resolution: unresolved; no resolver link, observed 2026-07-12T01:35:43.979206Z

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