Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-05-22T10:35:50.838150Z
Paper Citation Record · LEDGER
The Expense of Seeing: Attaining Trustworthy Multimodal Reasoning Within the Monolithic Paradigm
As of 7 August 2026, this Paper Citation Record lists 17 of 17 outbound references and 1 inbound Pith citation observation for arXiv:2604.20665.
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 2026-08-06T06:34:29.942622+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-01T10:51:18.755546Z
A source-named dated measurement, never combined with another source.
Source: cited_works
Reference resolution
17 of 17 outbound references displayed
- verified exact6
- verified fuzzy4
- unresolved7
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 68af16fe-7300-48c9-9cd7-9ce6eaa3f56f · outbound
This paper cites 2025.FastVLM: Efficient Vision Encoding for Vision-Language Models.
The Expense of Seeing: Attaining Trustworthy Multimodal Reasoning Within the Monolithic Paradigm 2025.FastVLM: Efficient Vision Encoding for Vision-Language Models
Reference 1
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-22T10:36:25.070848Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation d795f7b7-fd97-412b-8678-9d9a03b447c6 · outbound
This paper cites An Introduction to Vision-Language Modeling.
The Expense of Seeing: Attaining Trustworthy Multimodal Reasoning Within the Monolithic Paradigm An Introduction to Vision-Language Modeling
Reference 2
- Resolution
- verified exact
- arxiv_id, observed 2026-05-22T10:36:24.996880Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 445a12ad-6f67-4c50-adec-386e139a9b8a · outbound
This paper cites an unresolved cited work.
The Expense of Seeing: Attaining Trustworthy Multimodal Reasoning Within the Monolithic Paradigm Unresolved cited work
Reference 3
- Resolution
- unresolved
- raw_fallback, observed 2026-05-22T10:36:25.081898Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 0eb02fec-f321-4728-bf03-db7c1a25d8e8 · outbound
This paper cites BabyVision: Visual Reasoning Beyond Language.
The Expense of Seeing: Attaining Trustworthy Multimodal Reasoning Within the Monolithic Paradigm BabyVision: Visual Reasoning Beyond Language
Reference 4
- Resolution
- verified exact
- arxiv_id, observed 2026-07-08T02:18:40.971166Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 4591128f-01c6-41d4-91b5-7adcbe14be72 · outbound
This paper cites Improving Fine-grained Visual Understanding in VLMs through Text-Only Training.
The Expense of Seeing: Attaining Trustworthy Multimodal Reasoning Within the Monolithic Paradigm Improving Fine-grained Visual Understanding in VLMs through Text-Only Training
Reference 5
- Resolution
- verified exact
- arxiv_id, observed 2026-05-22T10:36:25.017520Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 146b8b59-4bc1-455b-8af5-e3b85825f028 · outbound
This paper cites an unresolved cited work.
The Expense of Seeing: Attaining Trustworthy Multimodal Reasoning Within the Monolithic Paradigm Unresolved cited work
Reference 6
- Resolution
- unresolved
- raw_fallback, observed 2026-05-22T10:36:25.077967Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 61fbecdc-c32f-4da7-ad7f-aee2dcc69bdd · outbound
This paper cites an unresolved cited work.
The Expense of Seeing: Attaining Trustworthy Multimodal Reasoning Within the Monolithic Paradigm Unresolved cited work
Reference 7
- Resolution
- unresolved
- raw_fallback, observed 2026-05-22T10:36:25.074389Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 023d4941-62dd-4f22-8cef-16386b677f32 · outbound
This paper cites an unresolved cited work.
The Expense of Seeing: Attaining Trustworthy Multimodal Reasoning Within the Monolithic Paradigm Unresolved cited work
Reference 8
- Resolution
- unresolved
- raw_fallback, observed 2026-05-22T10:36:25.067160Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 313e0342-0185-4ab2-912d-4c8579ffe582 · outbound
This paper cites 2024.What are vision language models?https://www.ibm.com/think/topics/ vision-language-models.
The Expense of Seeing: Attaining Trustworthy Multimodal Reasoning Within the Monolithic Paradigm 2024.What are vision language models?https://www.ibm.com/think/topics/ vision-language-models
Reference 9
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-22T10:36:25.063602Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation b1fb141f-8865-4542-a2d2-af25d41ca59a · outbound
This paper cites Explain Before You Answer: A Survey on Compositional Visual Reasoning.
The Expense of Seeing: Attaining Trustworthy Multimodal Reasoning Within the Monolithic Paradigm Explain Before You Answer: A Survey on Compositional Visual Reasoning
Reference 10
- Resolution
- verified exact
- arxiv_id, observed 2026-07-09T01:19:37.179138Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 088f0cb2-9736-469c-86f7-3c32d940cdfa · outbound
This paper cites an unresolved cited work.
The Expense of Seeing: Attaining Trustworthy Multimodal Reasoning Within the Monolithic Paradigm Unresolved cited work
Reference 11
- Resolution
- unresolved
- raw_fallback, observed 2026-05-22T10:36:25.055505Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 14baa9d3-77c1-4588-b95b-54671a85b9da · outbound
This paper cites 2025.Vision-Language Models.
The Expense of Seeing: Attaining Trustworthy Multimodal Reasoning Within the Monolithic Paradigm 2025.Vision-Language Models
Reference 12
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-22T10:36:25.059410Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 4c2cf8df-b5c4-4666-b70c-b238707de06c · outbound
This paper cites 2025.What Is a World Model?https://www.nvidia.com/en-in/glossary/ world-models/.
The Expense of Seeing: Attaining Trustworthy Multimodal Reasoning Within the Monolithic Paradigm 2025.What Is a World Model?https://www.nvidia.com/en-in/glossary/ world-models/
Reference 13
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-22T10:36:25.051573Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 5bf38efe-c0b3-4175-ae13-d0f1cb80751c · outbound
This paper cites Eyes Wide Shut? Exploring the Visual Shortcomings of Multimodal LLMs.
The Expense of Seeing: Attaining Trustworthy Multimodal Reasoning Within the Monolithic Paradigm Eyes Wide Shut? Exploring the Visual Shortcomings of Multimodal LLMs
Reference 14
- Resolution
- verified exact
- arxiv_id, observed 2026-05-22T10:36:24.988618Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 88f4b28a-c779-4e96-a29e-3486d318ec72 · outbound
This paper cites an unresolved cited work.
The Expense of Seeing: Attaining Trustworthy Multimodal Reasoning Within the Monolithic Paradigm Unresolved cited work
Reference 15
- Resolution
- unresolved
- raw_fallback, observed 2026-05-22T10:36:25.043190Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 0e6f627a-d623-4693-88cf-97ea49aaafcf · outbound
This paper cites Computer Vision – ECCV 2024: 18th European Conference, Milan, Italy, September 29–October 4, 2024, Proceedings, Part VIII , pages =.
The Expense of Seeing: Attaining Trustworthy Multimodal Reasoning Within the Monolithic Paradigm Computer Vision – ECCV 2024: 18th European Conference, Milan, Italy, September 29–October 4, 2024, Proceedings, Part VIII , pages =
Reference 16
- Resolution
- verified exact
- doi, observed 2026-05-22T10:36:24.936103Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 00354cf3-3d68-4623-a3ca-be829883cfec · outbound
This paper cites an unresolved cited work.
The Expense of Seeing: Attaining Trustworthy Multimodal Reasoning Within the Monolithic Paradigm Unresolved cited work
Reference 17
- Resolution
- unresolved
- raw_fallback, observed 2026-05-22T10:36:25.047120Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Pith citing papers
Observation ef11b8fe-3dc7-48cc-8887-094819e70512 · inbound
ENTRAP-VL: A Taxonomic Probe for Dual Contextual Entrainment in Vision-Language Models cites this paper.
ENTRAP-VL: A Taxonomic Probe for Dual Contextual Entrainment in Vision-Language Models The Expense of Seeing: Attaining Trustworthy Multimodal Reasoning Within the Monolithic Paradigm
Reference 6
- Resolution
- unresolved
- no resolver link, observed 2026-08-01T10:51:18.755546Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.