Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-05T16:31:57.900179Z
Paper Citation Record · LEDGER
Why Relational Graphs Will Save the Next Generation of Vision Foundation Models?
As of 10 August 2026, this Paper Citation Record lists 45 of 45 outbound references and 0 inbound Pith citation observations for arXiv:2508.18421.
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 2026-08-09T06:31:02.800959+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
45 of 45 outbound references displayed
- verified exact4
- verified fuzzy18
- unresolved20
- parse uncertain0
- malformed identifier2
- metadata mismatch1
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 11e792be-e8f8-4dec-9739-61c543677bbd · outbound
This paper cites Dosovitskiy, L.
Why Relational Graphs Will Save the Next Generation of Vision Foundation Models? Dosovitskiy, L
Reference 1
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T16:31:58.531443Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 6c19cdd5-3df2-4982-b906-88a83627f455 · outbound
This paper cites Radford, J.
Why Relational Graphs Will Save the Next Generation of Vision Foundation Models? Radford, J
Reference 2
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T16:31:58.524635Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 6b4989a9-d883-40cb-93c5-9d92e97093da · outbound
This paper cites Segment Anything.
Why Relational Graphs Will Save the Next Generation of Vision Foundation Models? Segment Anything
Reference 3
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T16:31:57.800970Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e84bfa90-dd50-4627-add5-3543224cc58b · outbound
This paper cites Laptev, On space-time interest points, in: Proceedings of the IEEE International Conference on Computer Vision (ICCV), IEEE, 2005, pp.
Why Relational Graphs Will Save the Next Generation of Vision Foundation Models? Laptev, On space-time interest points, in: Proceedings of the IEEE International Conference on Computer Vision (ICCV), IEEE, 2005, pp
Reference 4
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T16:31:58.517408Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation db7db30a-a044-45c1-9727-b7a9dd9a0aff · outbound
This paper cites an unresolved cited work.
Why Relational Graphs Will Save the Next Generation of Vision Foundation Models? Unresolved cited work
Reference 5
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T16:31:58.510436Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 820cd9c0-c8a0-4822-95f7-024fae920b19 · outbound
This paper cites Ziaeetabar, E.
Why Relational Graphs Will Save the Next Generation of Vision Foundation Models? Ziaeetabar, E
Reference 6
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T16:31:58.503186Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 99ae80a9-f375-4d4c-b5e0-1b961a242a19 · outbound
This paper cites Ziaeetabar, T.
Why Relational Graphs Will Save the Next Generation of Vision Foundation Models? Ziaeetabar, T
Reference 7
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T16:31:58.496143Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 8a5d20ae-ccd5-4aea-bf15-1fb69a168821 · outbound
This paper cites Ziaeetabar, T.
Why Relational Graphs Will Save the Next Generation of Vision Foundation Models? Ziaeetabar, T
Reference 8
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T16:31:58.488943Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 2d277d17-1b32-47ec-a710-394b2d488bb3 · outbound
This paper cites Ziaeetabar, Spatio-temporal reasoning for semantic scene understand- ing and its application in recognition and prediction of manipulation ac- tions in image sequences, Ph.D.
Why Relational Graphs Will Save the Next Generation of Vision Foundation Models? Ziaeetabar, Spatio-temporal reasoning for semantic scene understand- ing and its application in recognition and prediction of manipulation ac- tions in image sequences, Ph.D
Reference 9
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T16:31:58.481532Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 15ecf711-4328-49f1-8164-6f1c5f8d730a · outbound
This paper cites Simonyan, A.
Why Relational Graphs Will Save the Next Generation of Vision Foundation Models? Simonyan, A
Reference 10
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T16:31:58.474393Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation a32abe4d-52b7-4204-86bd-94ab8002d18e · outbound
This paper cites Carreira, A.
Why Relational Graphs Will Save the Next Generation of Vision Foundation Models? Carreira, A
Reference 11
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T16:31:58.466920Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation a573c985-2f13-4892-8b93-f74e09c1de88 · outbound
This paper cites Ziaeetabar, R.
Why Relational Graphs Will Save the Next Generation of Vision Foundation Models? Ziaeetabar, R
Reference 12
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T16:31:58.459681Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation df520153-5b15-46c8-a286-89d6dc911dad · outbound
This paper cites Ziaeetabar, M.
Why Relational Graphs Will Save the Next Generation of Vision Foundation Models? Ziaeetabar, M
Reference 13
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T16:31:58.452683Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 9cd858e3-13c1-4dd0-a956-a2644d8abe78 · outbound
This paper cites Ziaeetabar, F.
Why Relational Graphs Will Save the Next Generation of Vision Foundation Models? Ziaeetabar, F
Reference 14
- Resolution
- verified exact
- raw_fallback, observed 2026-08-05T16:31:58.283285Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation fb0d8cc6-6e7b-4431-86d7-273f1b5ef454 · outbound
This paper cites EfficientGFormer: Multimodal Brain Tumor Segmentation via Pruned Graph-Augmented Transformer.
Why Relational Graphs Will Save the Next Generation of Vision Foundation Models? EfficientGFormer: Multimodal Brain Tumor Segmentation via Pruned Graph-Augmented Transformer
Reference 15
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T16:31:57.831004Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e394917d-e950-4ab6-9199-6fcbb4abe0bf · outbound
This paper cites Beyond the Doors of Perception: Vision Transformers Represent Relations Between Objects.
Why Relational Graphs Will Save the Next Generation of Vision Foundation Models? Beyond the Doors of Perception: Vision Transformers Represent Relations Between Objects
Reference 16
- Resolution
- verified exact
- local_arxiv, observed 2026-08-05T16:31:58.213945Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation bb01c69b-8095-4983-a1b7-08467535dfa8 · outbound
This paper cites Disentangling and Integrating Relational and Sensory Information in Transformer Architectures.
Why Relational Graphs Will Save the Next Generation of Vision Foundation Models? Disentangling and Integrating Relational and Sensory Information in Transformer Architectures
Reference 17
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T16:31:57.836144Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8ff6e04e-4994-44bd-af45-61de65be504b · outbound
This paper cites Do Vision-Language Transformers Exhibit Visual Commonsense? An Empirical Study of VCR.
Why Relational Graphs Will Save the Next Generation of Vision Foundation Models? Do Vision-Language Transformers Exhibit Visual Commonsense? An Empirical Study of VCR
Reference 18
- Resolution
- verified exact
- local_arxiv, observed 2026-08-05T16:31:58.194545Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 9e1fc07f-6235-423c-b355-059a74ed4960 · outbound
This paper cites Structured Relational Reasoning for Group Activity Assessment.
Why Relational Graphs Will Save the Next Generation of Vision Foundation Models? Structured Relational Reasoning for Group Activity Assessment
Reference 19
- Resolution
- verified exact
- local_arxiv, observed 2026-08-05T16:31:58.181621Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 8a97ce3e-f08d-428f-aa36-8ce47d228f95 · outbound
This paper cites Sarkar, M.
Why Relational Graphs Will Save the Next Generation of Vision Foundation Models? Sarkar, M
Reference 20
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T16:31:57.843721Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bffba20d-c726-44ca-9288-01e43290b833 · outbound
This paper cites Perception, Reason, Think, and Plan: A Survey on Large Multimodal Reasoning Models.
Why Relational Graphs Will Save the Next Generation of Vision Foundation Models? Perception, Reason, Think, and Plan: A Survey on Large Multimodal Reasoning Models
Reference 21
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T16:31:57.845882Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6c52974d-2c80-4e97-99d2-8069df8353cb · outbound
This paper cites an unresolved cited work.
Why Relational Graphs Will Save the Next Generation of Vision Foundation Models? Unresolved cited work
Reference 22
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T16:31:58.445333Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation fce0b1ec-97f7-46c5-9312-0885c7e2191f · outbound
This paper cites Senior, G.
Why Relational Graphs Will Save the Next Generation of Vision Foundation Models? Senior, G
Reference 23
- Resolution
- malformed identifier
- raw_fallback, observed 2026-08-05T16:31:58.438083Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation a0afa8a1-6db9-4bec-934f-a0b708f47e6e · outbound
This paper cites Lu, et al., Recent research progress of graph neural networks in computer vision, Electronics 14 (9) (2025) 1742.
Why Relational Graphs Will Save the Next Generation of Vision Foundation Models? Lu, et al., Recent research progress of graph neural networks in computer vision, Electronics 14 (9) (2025) 1742
Reference 24
- Resolution
- malformed identifier
- raw_fallback, observed 2026-08-05T16:31:58.430568Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation b4092c93-e770-4956-8c3e-0383e9539259 · outbound
This paper cites an unresolved cited work.
Why Relational Graphs Will Save the Next Generation of Vision Foundation Models? Unresolved cited work
Reference 25
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T16:31:58.422678Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation e4e42dd3-fcbb-443f-bca7-9d7563b4d6ef · outbound
This paper cites an unresolved cited work.
Why Relational Graphs Will Save the Next Generation of Vision Foundation Models? Unresolved cited work
Reference 26
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T16:31:57.857062Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c0c66799-a001-4e1e-8af4-074b414815aa · outbound
This paper cites an unresolved cited work.
Why Relational Graphs Will Save the Next Generation of Vision Foundation Models? Unresolved cited work
Reference 27
- Resolution
- metadata mismatch
- raw_fallback, observed 2026-08-05T16:31:58.088677Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 19101710-b932-46a3-b7e4-93dd9b191645 · outbound
This paper cites an unresolved cited work.
Why Relational Graphs Will Save the Next Generation of Vision Foundation Models? Unresolved cited work
Reference 28
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T16:31:57.861593Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 61eb0dae-0f06-487e-a776-b0f5527ab95b · outbound
This paper cites Caesar, V.
Why Relational Graphs Will Save the Next Generation of Vision Foundation Models? Caesar, V
Reference 29
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T16:31:58.415636Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 82de7c1c-7103-4ce8-ab0e-86f28cc8d52c · outbound
This paper cites Huang, C.
Why Relational Graphs Will Save the Next Generation of Vision Foundation Models? Huang, C
Reference 30
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T16:31:58.408462Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 0aacfb8a-7036-4ac2-bd97-da849ced2be5 · outbound
This paper cites an unresolved cited work.
Why Relational Graphs Will Save the Next Generation of Vision Foundation Models? Unresolved cited work
Reference 31
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T16:31:58.400880Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 10f64ecc-05ed-4817-b65a-af5bc06c4e49 · outbound
This paper cites an unresolved cited work.
Why Relational Graphs Will Save the Next Generation of Vision Foundation Models? Unresolved cited work
Reference 32
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T16:31:58.393620Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 6355767e-58a9-46fa-b80d-4d091343c9c5 · outbound
This paper cites Zhang, C.
Why Relational Graphs Will Save the Next Generation of Vision Foundation Models? Zhang, C
Reference 33
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T16:31:58.386057Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation af3ff314-c5c7-42dd-8302-054e77205a63 · outbound
This paper cites an unresolved cited work.
Why Relational Graphs Will Save the Next Generation of Vision Foundation Models? Unresolved cited work
Reference 34
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T16:31:58.378562Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 80ae7ad0-82db-4039-b9b6-5bb380e2799f · outbound
This paper cites Damen, H.
Why Relational Graphs Will Save the Next Generation of Vision Foundation Models? Damen, H
Reference 35
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T16:31:58.370730Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation bd062cd1-dc03-4fc1-8801-46095d409452 · outbound
This paper cites an unresolved cited work.
Why Relational Graphs Will Save the Next Generation of Vision Foundation Models? Unresolved cited work
Reference 36
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T16:31:58.361486Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 26244f09-017b-4e95-b863-7537a48d734a · outbound
This paper cites Goyal, S.
Why Relational Graphs Will Save the Next Generation of Vision Foundation Models? Goyal, S
Reference 37
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T16:31:58.354108Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 502edaf7-fd3e-4f85-b259-44ca781dab0c · outbound
This paper cites an unresolved cited work.
Why Relational Graphs Will Save the Next Generation of Vision Foundation Models? Unresolved cited work
Reference 38
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T16:31:58.346692Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation c05c2565-993b-49e0-90d1-87196ce474e8 · outbound
This paper cites an unresolved cited work.
Why Relational Graphs Will Save the Next Generation of Vision Foundation Models? Unresolved cited work
Reference 39
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T16:31:58.338481Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation e859478a-eae1-49ed-b7e8-883f0c7e0041 · outbound
This paper cites Duhme, R.
Why Relational Graphs Will Save the Next Generation of Vision Foundation Models? Duhme, R
Reference 40
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T16:31:58.330295Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation ff22222d-2df5-410b-8b06-a54356e6c902 · outbound
This paper cites an unresolved cited work.
Why Relational Graphs Will Save the Next Generation of Vision Foundation Models? Unresolved cited work
Reference 41
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T16:31:58.322509Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation b7e99afd-11db-4c9c-9a25-b3e048a40a64 · outbound
This paper cites an unresolved cited work.
Why Relational Graphs Will Save the Next Generation of Vision Foundation Models? Unresolved cited work
Reference 42
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T16:31:58.315099Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation d34ff82b-583d-4840-9606-f80f31d684d8 · outbound
This paper cites Hatamizadeh, V.
Why Relational Graphs Will Save the Next Generation of Vision Foundation Models? Hatamizadeh, V
Reference 43
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T16:31:58.307496Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 78ffe92d-2833-42e6-b973-bacb9e52f0f6 · outbound
This paper cites Swin UNETR: Swin Transformers for Semantic Segmentation of Brain Tumors in MRI Images.
Why Relational Graphs Will Save the Next Generation of Vision Foundation Models? Swin UNETR: Swin Transformers for Semantic Segmentation of Brain Tumors in MRI Images
Reference 44
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T16:31:57.897705Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 54818f1f-387e-4005-813f-b1f64086e9fb · outbound
This paper cites an unresolved cited work.
Why Relational Graphs Will Save the Next Generation of Vision Foundation Models? Unresolved cited work
Reference 45
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T16:31:58.299555Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Pith citing papers
No inbound Pith citation observations are available.