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Paper Citation Record · LEDGER

Interpretable Face Anti-Spoofing: Enhancing Generalization with Multimodal Large Language Models

As of 9 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:2501.01720.

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

pith.paper-citation-record.v1
2501.01720 v2

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 2026-08-09T06:31:02.800959+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T22:22:37.569116Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-03T21:18:58.034143Z

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 e6f9ae7f-2852-4505-926a-2c40b26972bb · inbound

Exploring Task-Solving Paradigm for Generalized Cross-Domain Face Anti-Spoofing via Reinforcement Fine-Tuning cites this paper.

Exploring Task-Solving Paradigm for Generalized Cross-Domain Face Anti-Spoofing via Reinforcement Fine-Tuning Interpretable Face Anti-Spoofing: Enhancing Generalization with Multimodal Large Language Models

Reference 52

Resolution
unresolved
no resolver link, observed 2026-08-06T22:22:37.569116Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T22:22:37.569116Z digest=sha256:2618e45288c1dac7e2f3cd397805f5f35c078f6a57b4e8653fc5fd8ce8cdce14

Observation 4500b129-6bdb-4aae-94db-12b70739d30c · inbound

CPG-PAD: Concept-Informed Prompts Guided Presentation Attack Detection cites this paper.

CPG-PAD: Concept-Informed Prompts Guided Presentation Attack Detection Interpretable Face Anti-Spoofing: Enhancing Generalization with Multimodal Large Language Models

Reference 64

Resolution
verified exact
arxiv_id, observed 2026-07-03T21:18:58.035781Z

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.

source=pdf_text observed=2026-07-03T21:17:33.060449Z digest=sha256:ee81637708e07d7d4208c94cb6c371763a94d6234f76cf1abd9febfabddfe948