Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-12T00:38:22.066510Z
Paper Citation Record · LEDGER
Evidence-Grounded Forensic Reasoning for Detecting and Grounding Multi-Modal Media Manipulation
As of 16 August 2026, this Paper Citation Record lists 60 of 60 outbound references and 0 inbound Pith citation observations for arXiv:2608.08009.
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 2026-08-16T06:30:59.297886+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
Reference resolution
60 of 60 outbound references displayed
- verified exact6
- verified fuzzy0
- unresolved54
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 594b4ae2-27c9-4773-b4fc-665838a31841 · outbound
This paper cites Qwen3-VL Technical Report.
Evidence-Grounded Forensic Reasoning for Detecting and Grounding Multi-Modal Media Manipulation Qwen3-VL Technical Report
Reference 1
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T00:38:21.842195Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1b6cf4b7-c7ec-4c1b-93e7-605f214c1382 · outbound
This paper cites an unresolved cited work.
Evidence-Grounded Forensic Reasoning for Detecting and Grounding Multi-Modal Media Manipulation Unresolved cited work
Reference 2
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T00:38:21.848403Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6617fa5b-9d2a-4c9a-a7f3-0e9d97128acc · outbound
This paper cites an unresolved cited work.
Evidence-Grounded Forensic Reasoning for Detecting and Grounding Multi-Modal Media Manipulation Unresolved cited work
Reference 3
- Resolution
- verified exact
- raw_fallback, observed 2026-08-12T00:38:23.323147Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation b1a2f43b-1f7e-4f0e-a4c0-4fc8bf5b5d5c · outbound
This paper cites MGFFD-VLM: Multi-Granularity Prompt Learning for Face Forgery Detection with VLM.
Evidence-Grounded Forensic Reasoning for Detecting and Grounding Multi-Modal Media Manipulation MGFFD-VLM: Multi-Granularity Prompt Learning for Face Forgery Detection with VLM
Reference 4
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T00:38:21.858395Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6122726b-3042-48e7-8bbd-acd4a4b32bb8 · outbound
This paper cites an unresolved cited work.
Evidence-Grounded Forensic Reasoning for Detecting and Grounding Multi-Modal Media Manipulation Unresolved cited work
Reference 5
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T00:38:24.829470Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 02842f1d-0f38-4310-8840-9fd69e97e937 · outbound
This paper cites an unresolved cited work.
Evidence-Grounded Forensic Reasoning for Detecting and Grounding Multi-Modal Media Manipulation Unresolved cited work
Reference 6
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T00:38:24.690989Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation ce78bbf6-ee35-4c0c-b6cb-9fdb3d778cb6 · outbound
This paper cites DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning.
Evidence-Grounded Forensic Reasoning for Detecting and Grounding Multi-Modal Media Manipulation DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning
Reference 7
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T00:38:21.871283Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b1001772-85f3-4b30-817a-fd940c128932 · outbound
This paper cites an unresolved cited work.
Evidence-Grounded Forensic Reasoning for Detecting and Grounding Multi-Modal Media Manipulation Unresolved cited work
Reference 8
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T00:38:24.620707Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 51075722-7205-4654-8333-8a3f1bc9c181 · outbound
This paper cites VLForgery Face Triad: Detection, Localization and Attribution via Multimodal Large Language Models.
Evidence-Grounded Forensic Reasoning for Detecting and Grounding Multi-Modal Media Manipulation VLForgery Face Triad: Detection, Localization and Attribution via Multimodal Large Language Models
Reference 9
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T00:38:21.878865Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f27834ad-e26a-4101-ade2-2a79ef9ebf56 · outbound
This paper cites an unresolved cited work.
Evidence-Grounded Forensic Reasoning for Detecting and Grounding Multi-Modal Media Manipulation Unresolved cited work
Reference 10
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T00:38:21.882977Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0041c4ae-15a2-4753-b88e-21923be5b05f · outbound
This paper cites an unresolved cited work.
Evidence-Grounded Forensic Reasoning for Detecting and Grounding Multi-Modal Media Manipulation Unresolved cited work
Reference 11
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T00:38:21.886636Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 555db50a-4a90-4b82-a3e9-293651005d95 · outbound
This paper cites an unresolved cited work.
Evidence-Grounded Forensic Reasoning for Detecting and Grounding Multi-Modal Media Manipulation Unresolved cited work
Reference 12
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T00:38:24.576409Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 4e1c6713-8506-4d3a-852c-b65514aef04c · outbound
This paper cites an unresolved cited work.
Evidence-Grounded Forensic Reasoning for Detecting and Grounding Multi-Modal Media Manipulation Unresolved cited work
Reference 13
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T00:38:24.492930Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation d44f18f5-7ac3-4ce4-9a49-7fe27c5226fa · outbound
This paper cites TruthLens: Visual Grounding for Universal DeepFake Reasoning.
Evidence-Grounded Forensic Reasoning for Detecting and Grounding Multi-Modal Media Manipulation TruthLens: Visual Grounding for Universal DeepFake Reasoning
Reference 14
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T00:38:21.898019Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0ac82e1f-ec59-451e-b795-fced91854566 · outbound
This paper cites an unresolved cited work.
Evidence-Grounded Forensic Reasoning for Detecting and Grounding Multi-Modal Media Manipulation Unresolved cited work
Reference 15
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T00:38:24.430355Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation b1c52869-285b-4885-b537-adfced2c19ab · outbound
This paper cites an unresolved cited work.
Evidence-Grounded Forensic Reasoning for Detecting and Grounding Multi-Modal Media Manipulation Unresolved cited work
Reference 16
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T00:38:24.416786Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation cf29c2f3-a5a9-4bb2-9ef1-d88b8ecbd862 · outbound
This paper cites an unresolved cited work.
Evidence-Grounded Forensic Reasoning for Detecting and Grounding Multi-Modal Media Manipulation Unresolved cited work
Reference 17
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T00:38:24.331474Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 44e4a240-a84f-4951-b756-c3d3b4e41015 · outbound
This paper cites an unresolved cited work.
Evidence-Grounded Forensic Reasoning for Detecting and Grounding Multi-Modal Media Manipulation Unresolved cited work
Reference 18
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T00:38:24.182376Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 5db5339c-9d76-43c1-8903-ffccc201a2fd · outbound
This paper cites an unresolved cited work.
Evidence-Grounded Forensic Reasoning for Detecting and Grounding Multi-Modal Media Manipulation Unresolved cited work
Reference 19
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T00:38:21.916097Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 52a84fa9-3edb-4235-9251-c6a5c51121c4 · outbound
This paper cites an unresolved cited work.
Evidence-Grounded Forensic Reasoning for Detecting and Grounding Multi-Modal Media Manipulation Unresolved cited work
Reference 20
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T00:38:21.919641Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 220a2dd9-fd06-4ccc-9c25-8a5ec8a90c63 · outbound
This paper cites an unresolved cited work.
Evidence-Grounded Forensic Reasoning for Detecting and Grounding Multi-Modal Media Manipulation Unresolved cited work
Reference 21
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T00:38:21.923457Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6067631f-9bf8-4e84-a799-5ccb71459315 · outbound
This paper cites an unresolved cited work.
Evidence-Grounded Forensic Reasoning for Detecting and Grounding Multi-Modal Media Manipulation Unresolved cited work
Reference 22
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T00:38:21.926717Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d5ebf6dd-e47b-403f-bc6a-9e9c41109ea5 · outbound
This paper cites an unresolved cited work.
Evidence-Grounded Forensic Reasoning for Detecting and Grounding Multi-Modal Media Manipulation Unresolved cited work
Reference 23
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T00:38:24.062853Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 735dfd7c-b3f0-4286-9169-394d34b384be · outbound
This paper cites ForgeryGPT: A Multimodal LLM for Interpretable Image Forgery Detection and Localization.
Evidence-Grounded Forensic Reasoning for Detecting and Grounding Multi-Modal Media Manipulation ForgeryGPT: A Multimodal LLM for Interpretable Image Forgery Detection and Localization
Reference 24
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T00:38:21.934607Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 055d5684-b1f5-4608-a4fa-6316a04535d9 · outbound
This paper cites an unresolved cited work.
Evidence-Grounded Forensic Reasoning for Detecting and Grounding Multi-Modal Media Manipulation Unresolved cited work
Reference 25
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T00:38:24.022177Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 9255a865-2306-4858-9346-ef9ff6e46351 · outbound
This paper cites an unresolved cited work.
Evidence-Grounded Forensic Reasoning for Detecting and Grounding Multi-Modal Media Manipulation Unresolved cited work
Reference 26
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T00:38:21.942195Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 41d749c2-3601-4ce1-b2d6-efa3d50b8775 · outbound
This paper cites an unresolved cited work.
Evidence-Grounded Forensic Reasoning for Detecting and Grounding Multi-Modal Media Manipulation Unresolved cited work
Reference 27
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T00:38:21.950369Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 93fb9405-223a-4e3f-99ed-ebab687de275 · outbound
This paper cites an unresolved cited work.
Evidence-Grounded Forensic Reasoning for Detecting and Grounding Multi-Modal Media Manipulation Unresolved cited work
Reference 28
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T00:38:21.953804Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fc454338-a6b6-48f3-80af-d0c2acf17abe · outbound
This paper cites an unresolved cited work.
Evidence-Grounded Forensic Reasoning for Detecting and Grounding Multi-Modal Media Manipulation Unresolved cited work
Reference 29
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T00:38:23.922023Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 9ed2aeab-a69c-47b4-a1ca-01ce41b47f8c · outbound
This paper cites an unresolved cited work.
Evidence-Grounded Forensic Reasoning for Detecting and Grounding Multi-Modal Media Manipulation Unresolved cited work
Reference 30
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T00:38:23.732801Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 75dd276b-fd3e-4f36-8e23-3f1207626178 · outbound
This paper cites an unresolved cited work.
Evidence-Grounded Forensic Reasoning for Detecting and Grounding Multi-Modal Media Manipulation Unresolved cited work
Reference 31
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T00:38:21.967550Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 806a09db-215e-41b2-a657-59c18d1262f4 · outbound
This paper cites FaceForensics: A Large-scale Video Dataset for Forgery Detection in Human Faces.
Evidence-Grounded Forensic Reasoning for Detecting and Grounding Multi-Modal Media Manipulation FaceForensics: A Large-scale Video Dataset for Forgery Detection in Human Faces
Reference 32
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T00:38:21.971182Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7931bc80-66c9-4f8f-b730-799c0ed78e89 · outbound
This paper cites an unresolved cited work.
Evidence-Grounded Forensic Reasoning for Detecting and Grounding Multi-Modal Media Manipulation Unresolved cited work
Reference 33
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T00:38:21.975269Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9af1c7a9-637b-411c-92bb-5da6a2ccc545 · outbound
This paper cites an unresolved cited work.
Evidence-Grounded Forensic Reasoning for Detecting and Grounding Multi-Modal Media Manipulation Unresolved cited work
Reference 34
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T00:38:21.982442Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4af844cb-abc9-47e5-8c5e-14bd05aecca7 · outbound
This paper cites an unresolved cited work.
Evidence-Grounded Forensic Reasoning for Detecting and Grounding Multi-Modal Media Manipulation Unresolved cited work
Reference 35
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T00:38:23.668428Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 88e5c427-f7c8-4735-ab4c-566b52f66f93 · outbound
This paper cites DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models.
Evidence-Grounded Forensic Reasoning for Detecting and Grounding Multi-Modal Media Manipulation DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models
Reference 36
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T00:38:21.989317Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a4417c6d-edb0-4517-a56e-58750d1b4e6c · outbound
This paper cites an unresolved cited work.
Evidence-Grounded Forensic Reasoning for Detecting and Grounding Multi-Modal Media Manipulation Unresolved cited work
Reference 37
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T00:38:23.632975Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation ab2754d9-782e-48d0-b7df-d7edee3ddde1 · outbound
This paper cites an unresolved cited work.
Evidence-Grounded Forensic Reasoning for Detecting and Grounding Multi-Modal Media Manipulation Unresolved cited work
Reference 38
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T00:38:21.996802Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 00eba749-b404-48d4-ba9e-9dc3bf8e99ef · outbound
This paper cites an unresolved cited work.
Evidence-Grounded Forensic Reasoning for Detecting and Grounding Multi-Modal Media Manipulation Unresolved cited work
Reference 39
- Resolution
- verified exact
- raw_fallback, observed 2026-08-12T00:38:22.788012Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 511e5e8c-e5cc-4c58-bb75-a469c188ffc3 · outbound
This paper cites an unresolved cited work.
Evidence-Grounded Forensic Reasoning for Detecting and Grounding Multi-Modal Media Manipulation Unresolved cited work
Reference 40
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T00:38:22.004382Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c34982d3-9503-4c9c-b58b-3ef33ad9f186 · outbound
This paper cites an unresolved cited work.
Evidence-Grounded Forensic Reasoning for Detecting and Grounding Multi-Modal Media Manipulation Unresolved cited work
Reference 41
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T00:38:23.522319Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 5150a1b9-d9e3-4509-8d63-07abc4cb67de · outbound
This paper cites Qwen2-VL: Enhancing Vision-Language Model's Perception of the World at Any Resolution.
Evidence-Grounded Forensic Reasoning for Detecting and Grounding Multi-Modal Media Manipulation Qwen2-VL: Enhancing Vision-Language Model's Perception of the World at Any Resolution
Reference 42
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T00:38:22.011631Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3f7a75c0-8d69-4ba1-b525-0e0737bd844e · outbound
This paper cites InternVL3.5: Advancing Open-Source Multimodal Models in Versatility, Reasoning, and Efficiency.
Evidence-Grounded Forensic Reasoning for Detecting and Grounding Multi-Modal Media Manipulation InternVL3.5: Advancing Open-Source Multimodal Models in Versatility, Reasoning, and Efficiency
Reference 43
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T00:38:22.015277Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2b675b47-3eca-45eb-b928-1284f8c33802 · outbound
This paper cites an unresolved cited work.
Evidence-Grounded Forensic Reasoning for Detecting and Grounding Multi-Modal Media Manipulation Unresolved cited work
Reference 44
- Resolution
- verified exact
- raw_fallback, observed 2026-08-12T00:38:22.593840Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation ff55efa4-d620-4a70-8734-57d92da685dc · outbound
This paper cites an unresolved cited work.
Evidence-Grounded Forensic Reasoning for Detecting and Grounding Multi-Modal Media Manipulation Unresolved cited work
Reference 45
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T00:38:22.022292Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d5cfc262-fc51-4dec-810d-0930009820ae · outbound
This paper cites DAPO: An Open-Source LLM Reinforcement Learning System at Scale.
Evidence-Grounded Forensic Reasoning for Detecting and Grounding Multi-Modal Media Manipulation DAPO: An Open-Source LLM Reinforcement Learning System at Scale
Reference 46
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T00:38:22.029287Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4e8f7da1-1141-451f-9000-17837ea79a8f · outbound
This paper cites Fine-grained Multiple Supervisory Network for Multi-modal Manipulation Detecting and Grounding.
Evidence-Grounded Forensic Reasoning for Detecting and Grounding Multi-Modal Media Manipulation Fine-grained Multiple Supervisory Network for Multi-modal Manipulation Detecting and Grounding
Reference 47
- Resolution
- verified exact
- local_arxiv, observed 2026-08-12T00:38:22.476406Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 5fd54db1-4bb4-4766-a8d9-91cd49872ba4 · outbound
This paper cites an unresolved cited work.
Evidence-Grounded Forensic Reasoning for Detecting and Grounding Multi-Modal Media Manipulation Unresolved cited work
Reference 48
- Resolution
- verified exact
- raw_fallback, observed 2026-08-12T00:38:22.451852Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 3e71b636-a63a-4298-b12c-07c50937e5aa · outbound
This paper cites SRPO: A Cross-Domain Implementation of Large-Scale Reinforcement Learning on LLM.
Evidence-Grounded Forensic Reasoning for Detecting and Grounding Multi-Modal Media Manipulation SRPO: A Cross-Domain Implementation of Large-Scale Reinforcement Learning on LLM
Reference 49
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T00:38:22.040895Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c34e0eff-e4fe-4dcc-9444-407261fe7332 · outbound
This paper cites an unresolved cited work.
Evidence-Grounded Forensic Reasoning for Detecting and Grounding Multi-Modal Media Manipulation Unresolved cited work
Reference 50
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T00:38:22.044454Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 883ca174-7f90-4978-8e4b-71dee5d304eb · outbound
This paper cites an unresolved cited work.
Evidence-Grounded Forensic Reasoning for Detecting and Grounding Multi-Modal Media Manipulation Unresolved cited work
Reference 51
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T00:38:23.402751Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation ae0f48f0-9f9d-4731-993e-0a9efa173094 · outbound
This paper cites an unresolved cited work.
Evidence-Grounded Forensic Reasoning for Detecting and Grounding Multi-Modal Media Manipulation Unresolved cited work
Reference 52
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T00:38:23.386292Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation d47095bc-d8ee-41d1-b8bd-67102524eb91 · outbound
This paper cites Group Sequence Policy Optimization.
Evidence-Grounded Forensic Reasoning for Detecting and Grounding Multi-Modal Media Manipulation Group Sequence Policy Optimization
Reference 53
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T00:38:22.055229Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 63d9e349-af8a-4269-b864-8627e52f7bfb · outbound
This paper cites an unresolved cited work.
Evidence-Grounded Forensic Reasoning for Detecting and Grounding Multi-Modal Media Manipulation Unresolved cited work
Reference 54
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T00:38:22.059568Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 41026aa6-ae7f-4e62-b832-f97f6220f113 · outbound
This paper cites Unraveling Cross-Modality Knowledge Conflicts in Large Vision-Language Models.
Evidence-Grounded Forensic Reasoning for Detecting and Grounding Multi-Modal Media Manipulation Unraveling Cross-Modality Knowledge Conflicts in Large Vision-Language Models
Reference 55
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T00:38:22.063110Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fdf25e08-fb7e-47ac-b1ae-0ba4d4386f19 · outbound
This paper cites an unresolved cited work.
Evidence-Grounded Forensic Reasoning for Detecting and Grounding Multi-Modal Media Manipulation Unresolved cited work
Reference 56
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T00:38:22.066510Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2a0ebadf-9ef3-4d02-8528-08308ba38bd5 · outbound
This paper cites Proximal Policy Optimization Algorithms.
Evidence-Grounded Forensic Reasoning for Detecting and Grounding Multi-Modal Media Manipulation Proximal Policy Optimization Algorithms
Reference 2017
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T00:38:21.978597Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1c6b3559-ab47-4155-ae6d-c56ede4f1af8 · outbound
This paper cites FakeShield: Explainable Image Forgery Detection and Localization via Multi-modal Large Language Models.
Evidence-Grounded Forensic Reasoning for Detecting and Grounding Multi-Modal Media Manipulation FakeShield: Explainable Image Forgery Detection and Localization via Multi-modal Large Language Models
Reference 2024
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T00:38:22.025689Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a70db772-a2df-4fac-9390-bbaf9207fcb5 · outbound
This paper cites arXiv preprint arXiv:2510.20531(2025).
Evidence-Grounded Forensic Reasoning for Detecting and Grounding Multi-Modal Media Manipulation arXiv preprint arXiv:2510.20531(2025)
Reference 2025
- Resolution
- verified exact
- raw_fallback, observed 2026-08-12T00:38:23.027961Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 6883944a-b635-4ce0-836c-bbb1f219f393 · outbound
This paper cites GDPO: Group reward-Decoupled Normalization Policy Optimization for Multi-reward RL Optimization.
Evidence-Grounded Forensic Reasoning for Detecting and Grounding Multi-Modal Media Manipulation GDPO: Group reward-Decoupled Normalization Policy Optimization for Multi-reward RL Optimization
Reference 2026
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T00:38:21.946354Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Pith citing papers
No inbound Pith citation observations are available.