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Paper Citation Record · LEDGER

Towards Modality Generalization: A Benchmark and Prospective Analysis

As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:2412.18277.

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

pith.paper-citation-record.v1
2412.18277 v3

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 2 of 2 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 2026-08-06T11:16:47.229766Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-05T06:00:27.805853Z

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 74882b88-1ba8-4e65-b218-1906d4061990 · inbound

AUV-Fusion: Cross-Modal Adversarial Fusion of User Interactions and Visual Perturbations Against VARS cites this paper.

AUV-Fusion: Cross-Modal Adversarial Fusion of User Interactions and Visual Perturbations Against VARS Towards Modality Generalization: A Benchmark and Prospective Analysis

Reference 21

Resolution
unresolved
no resolver link, observed 2026-08-06T11:16:47.229766Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T11:16:47.229766Z digest=sha256:77786241520ea39183fc4a87905583413bb5ec2a0a194502e60696410a721167

Observation aba6bf0d-27e2-487e-a2ea-e18e0be18511 · inbound

Sample-efficient Integration of New Modalities into Large Language Models cites this paper.

Sample-efficient Integration of New Modalities into Large Language Models Towards Modality Generalization: A Benchmark and Prospective Analysis

Reference 40

Resolution
verified exact
local_arxiv, observed 2026-08-05T06:00:27.809540Z

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.

source=pdf_text observed=2026-08-05T06:00:27.480243Z digest=sha256:f27307d28effe96eba47b7212708d8b0e0ad04fec7d5d4f3cb46f38ac3bd40fa