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Paper Citation Record · LEDGER

On the Out-Of-Distribution Generalization of Multimodal Large Language Models

As of 10 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 6 inbound Pith citation observations for arXiv:2402.06599.

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

pith.paper-citation-record.v1
2402.06599 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 6 of 6 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+00:00

measured 6 of 6 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-09T18:37:22.578529Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-03T09:17:48.403849Z

Reference resolution

0 of 0 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved0
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation f8263fc8-0269-4b0f-913b-db250b239418 · inbound

Understanding Multimodal LLMs Under Distribution Shifts: An Information-Theoretic Approach cites this paper.

Understanding Multimodal LLMs Under Distribution Shifts: An Information-Theoretic Approach On the Out-Of-Distribution Generalization of Multimodal Large Language Models

Reference 71

Resolution
unresolved
no resolver link, observed 2026-08-09T18:37:22.578529Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-09T18:37:22.578529Z digest=sha256:1ce026b72c4b645f8ec1e1205292a869813f6c4611d337bbb983a46b7a1cd961

Observation 5e26cdee-dfc5-4d36-bf20-3a7f973e4bd1 · inbound

Efficient Multi-modal Long Context Learning for Training-free Adaptation cites this paper.

Efficient Multi-modal Long Context Learning for Training-free Adaptation On the Out-Of-Distribution Generalization of Multimodal Large Language Models

Reference 42

Resolution
unresolved
no resolver link, observed 2026-08-07T14:11:35.156013Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T14:11:35.156013Z digest=sha256:98e4d6c540db15d95c4be65c894575d279650f27d42c49850fc3419d67e7217c

Observation 29f2d413-7634-4ce7-b67a-fc133faa463e · inbound

Extrapolation by Association: Length Generalization Transfer in Transformers cites this paper.

Extrapolation by Association: Length Generalization Transfer in Transformers On the Out-Of-Distribution Generalization of Multimodal Large Language Models

Reference 44

Resolution
unresolved
no resolver link, observed 2026-08-07T04:59:24.045107Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T04:59:24.045107Z digest=sha256:f49c9c36be2292c2b47b37e8b306622398cdac77b9d24d3ac986e7c8f88ae29b

Observation 2e0b0486-86dc-4c00-ab30-1b86f35160e8 · inbound

Mirage-1: Augmenting and Updating GUI Agent with Hierarchical Multimodal Skills cites this paper.

Mirage-1: Augmenting and Updating GUI Agent with Hierarchical Multimodal Skills On the Out-Of-Distribution Generalization of Multimodal Large Language Models

Reference 43

Resolution
unresolved
no resolver link, observed 2026-08-07T04:35:39.256283Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T04:35:39.256283Z digest=sha256:ff42cfe2a0ce97db44359d1aa40439a0e1eb20b9b290e9d70c354687f53265c5

Observation 1f494513-9637-468a-bcdd-facc5d52416a · inbound

Why We Need World Models for AGI: Where LLMs Fail and How World Models May Outperform cites this paper.

Why We Need World Models for AGI: Where LLMs Fail and How World Models May Outperform On the Out-Of-Distribution Generalization of Multimodal Large Language Models

Reference 3

Resolution
verified exact
arxiv_id, observed 2026-07-01T14:25:46.617958Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-06-30T21:36:44.033596Z digest=sha256:ba9ec0b7f21d43205043cdef00e20f922de8c6d3c710b782ece96c96ec5db724

Observation 6b615631-88db-4150-93b9-f47e4de9eca6 · inbound

Task-Aware Structured Memory for Dynamic Multi-modal In-Context Learning cites this paper.

Task-Aware Structured Memory for Dynamic Multi-modal In-Context Learning On the Out-Of-Distribution Generalization of Multimodal Large Language Models

Reference 202

Resolution
verified exact
arxiv_id, observed 2026-07-03T09:17:48.405652Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-06-27T10:28:11.440915Z digest=sha256:a7f89119fc6021b6de10aa23ba8758f338b83f320ab207c330c1e87a4813e4ab