Pith. sign in

Paper Citation Record · LEDGER

MA-FSAR: Multimodal Adaptation of CLIP for Few-Shot Action Recognition

As of 22 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 3 inbound Pith citation observations for arXiv:2308.01532.

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

pith.paper-citation-record.v1
2308.01532 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 3 of 3 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-22T06:32:14.747728+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-15T22:55:34.609674Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-06T15:18:57.716221Z

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 41604155-b777-4782-ae56-75153261d1cf · inbound

Parameter-Efficient Fine-Tuning for Foundation Models cites this paper.

Parameter-Efficient Fine-Tuning for Foundation Models MA-FSAR: Multimodal Adaptation of CLIP for Few-Shot Action Recognition

Reference 224

Resolution
unresolved
no resolver link, observed 2026-08-10T15:38:03.544643Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T15:38:03.544643Z digest=sha256:76d45b850432701d56cb8c297010add4c0e4a65ca0d6daea8cae98af23215fc6

Observation 8a92e35d-3b31-41b7-aaee-18ea051737b1 · inbound

Task-Adapter++: Task-specific Adaptation with Order-aware Alignment for Few-shot Action Recognition cites this paper.

Task-Adapter++: Task-specific Adaptation with Order-aware Alignment for Few-shot Action Recognition MA-FSAR: Multimodal Adaptation of CLIP for Few-Shot Action Recognition

Reference 19

Resolution
unresolved
no resolver link, observed 2026-08-15T22:55:34.609674Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T22:55:34.609674Z digest=sha256:100649df0be087f6b6d73790bd66b94cd514374e957717d1f0c642d6ee7ea20d

Observation 222cf120-3570-4fd2-9f4b-7f9bf0df27bf · inbound

Beyond Label Semantics: Language-Guided Action Anatomy for Few-shot Action Recognition cites this paper.

Beyond Label Semantics: Language-Guided Action Anatomy for Few-shot Action Recognition MA-FSAR: Multimodal Adaptation of CLIP for Few-Shot Action Recognition

Reference 49

Resolution
verified exact
local_arxiv, observed 2026-08-06T15:18:57.835983Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T15:18:56.160323Z digest=sha256:30b3c1eb4a0ad68c88b009b86407080ad7ca0d0aadfbcc00f20c065d84522f5f