Paper Citation Record · LEDGER

Boosting Skeleton-based Zero-Shot Action Recognition with Training-Free Test-Time Adaptation

As of 7 August 2026, this Paper Citation Record lists 37 of 37 outbound references and 0 inbound Pith citation observations for arXiv:2512.11458.

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

pith.paper-citation-record.v1
2512.11458 v1

Coverage vector

measured 37 of 37 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-03T16:58:32.690181Z

measured 37 of 37 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 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

37 of 37 outbound references displayed

verified exact1
verified fuzzy0
unresolved36
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation f4668860-393a-4b2c-b046-7c19943afb99 · outbound

This paper cites an unresolved cited work.

Boosting Skeleton-based Zero-Shot Action Recognition with Training-Free Test-Time Adaptation Unresolved cited work

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-03T16:58:30.368744Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3e1a54c3-94bd-4f74-89fb-a2d7927edc5d · outbound

This paper cites an unresolved cited work.

Boosting Skeleton-based Zero-Shot Action Recognition with Training-Free Test-Time Adaptation Unresolved cited work

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-03T16:58:30.417902Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 81c08ea4-b77d-4431-abee-e7e0a23ec7e7 · outbound

This paper cites Fine-Grained Side Information Guided Dual-Prompts for Zero-Shot Skeleton Action Recognition.

Boosting Skeleton-based Zero-Shot Action Recognition with Training-Free Test-Time Adaptation Fine-Grained Side Information Guided Dual-Prompts for Zero-Shot Skeleton Action Recognition

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-03T16:58:30.474888Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fee76a6d-cdd5-452b-af99-a031e925233a · outbound

This paper cites PKU-MMD: A Large Scale Benchmark for Continuous Multi-Modal Human Action Understanding.

Boosting Skeleton-based Zero-Shot Action Recognition with Training-Free Test-Time Adaptation PKU-MMD: A Large Scale Benchmark for Continuous Multi-Modal Human Action Understanding

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-03T16:58:30.572309Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 150f5407-092b-406a-bfce-ed2259a02fab · outbound

This paper cites an unresolved cited work.

Boosting Skeleton-based Zero-Shot Action Recognition with Training-Free Test-Time Adaptation Unresolved cited work

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-03T16:58:30.627074Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d6aa3b90-0ae3-44b2-a8eb-1df71ab26a43 · outbound

This paper cites Diverse Data Augmentation with Diffusions for Effective Test-time Prompt Tuning.

Boosting Skeleton-based Zero-Shot Action Recognition with Training-Free Test-Time Adaptation Diverse Data Augmentation with Diffusions for Effective Test-time Prompt Tuning

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-03T16:58:30.665127Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d7e9debb-61df-434c-b10d-d3fae7b5c9bb · outbound

This paper cites CALIP: Zero-Shot Enhancement of CLIP with Parameter-free Attention.

Boosting Skeleton-based Zero-Shot Action Recognition with Training-Free Test-Time Adaptation CALIP: Zero-Shot Enhancement of CLIP with Parameter-free Attention

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-03T16:58:30.749032Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a687f827-b15e-41b8-b6c1-283bf8619631 · outbound

This paper cites Syntactically Guided Generative Embeddings for Zero-Shot Skeleton Action Recognition.

Boosting Skeleton-based Zero-Shot Action Recognition with Training-Free Test-Time Adaptation Syntactically Guided Generative Embeddings for Zero-Shot Skeleton Action Recognition

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-03T16:58:30.855487Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f422ec7d-0ec4-43d0-9ebb-269e33df43a5 · outbound

This paper cites Hubert Tsai, L.-K.

Boosting Skeleton-based Zero-Shot Action Recognition with Training-Free Test-Time Adaptation Hubert Tsai, L.-K

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-03T16:58:30.921726Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4e1e0e02-068f-4e75-a51e-14d2ae925a54 · outbound

This paper cites Iwasawa and Y.

Boosting Skeleton-based Zero-Shot Action Recognition with Training-Free Test-Time Adaptation Iwasawa and Y

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-03T16:58:30.967631Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e4e10508-7c17-45bf-9ab8-e7688e2c2c9f · outbound

This paper cites Karmanov, D.

Boosting Skeleton-based Zero-Shot Action Recognition with Training-Free Test-Time Adaptation Karmanov, D

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-03T16:58:31.028029Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 27df6d0b-ab8f-4c69-86e4-b47e8e80c030 · outbound

This paper cites Karunaratne, A.

Boosting Skeleton-based Zero-Shot Action Recognition with Training-Free Test-Time Adaptation Karunaratne, A

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-03T16:58:31.121569Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fef8b959-0b64-4444-ad17-63997ac1434e · outbound

This paper cites an unresolved cited work.

Boosting Skeleton-based Zero-Shot Action Recognition with Training-Free Test-Time Adaptation Unresolved cited work

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-03T16:58:31.166430Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ad7cb877-a720-4f2b-ab83-f694442f6138 · outbound

This paper cites an unresolved cited work.

Boosting Skeleton-based Zero-Shot Action Recognition with Training-Free Test-Time Adaptation Unresolved cited work

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-03T16:58:31.264203Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d02aa6fb-e17f-4878-9edf-0803192ddb0e · outbound

This paper cites SA-DVAE: Improving Zero-Shot Skeleton-Based Action Recognition by Disentangled Variational Autoencoders.

Boosting Skeleton-based Zero-Shot Action Recognition with Training-Free Test-Time Adaptation SA-DVAE: Improving Zero-Shot Skeleton-Based Action Recognition by Disentangled Variational Autoencoders

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-03T16:58:31.320767Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5fe9c0d3-cd52-44b6-b0b7-d2205179ab7d · outbound

This paper cites an unresolved cited work.

Boosting Skeleton-based Zero-Shot Action Recognition with Training-Free Test-Time Adaptation Unresolved cited work

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-03T16:58:31.365820Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4f327753-025f-47e9-85d4-cf282ff5a0e6 · outbound

This paper cites Pourpanah, M.

Boosting Skeleton-based Zero-Shot Action Recognition with Training-Free Test-Time Adaptation Pourpanah, M

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-03T16:58:31.412188Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3e9aadd5-5bfe-4f7d-add6-c20a48c95389 · outbound

This paper cites an unresolved cited work.

Boosting Skeleton-based Zero-Shot Action Recognition with Training-Free Test-Time Adaptation Unresolved cited work

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-03T16:58:31.491667Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b9db770f-fab8-489f-a9b4-5c267500e9c6 · outbound

This paper cites Schonfeld, S.

Boosting Skeleton-based Zero-Shot Action Recognition with Training-Free Test-Time Adaptation Schonfeld, S

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-03T16:58:31.552202Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4d850a1d-cfa4-4004-802d-a88c98b9ab71 · outbound

This paper cites Shahroudy, J.

Boosting Skeleton-based Zero-Shot Action Recognition with Training-Free Test-Time Adaptation Shahroudy, J

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-03T16:58:31.637637Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ec9b3b44-8221-4ee7-b598-e719baa52afe · outbound

This paper cites an unresolved cited work.

Boosting Skeleton-based Zero-Shot Action Recognition with Training-Free Test-Time Adaptation Unresolved cited work

Reference 21

Resolution: verified exact; doi, observed 2026-08-03T17:04:20.224332Z

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.

Observation 1d9f5175-26c2-4ccd-a360-d0d202187184 · outbound

This paper cites an unresolved cited work.

Boosting Skeleton-based Zero-Shot Action Recognition with Training-Free Test-Time Adaptation Unresolved cited work

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-03T16:58:31.758671Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 50837783-f2f4-4932-a92e-3f0af24d7442 · outbound

This paper cites an unresolved cited work.

Boosting Skeleton-based Zero-Shot Action Recognition with Training-Free Test-Time Adaptation Unresolved cited work

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-03T16:58:31.840526Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 854498c9-35c6-43bc-b91a-30894d46756a · outbound

This paper cites an unresolved cited work.

Boosting Skeleton-based Zero-Shot Action Recognition with Training-Free Test-Time Adaptation Unresolved cited work

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-03T16:58:31.895319Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3933d62e-42c8-42b6-9e78-96bdba49f4fa · outbound

This paper cites an unresolved cited work.

Boosting Skeleton-based Zero-Shot Action Recognition with Training-Free Test-Time Adaptation Unresolved cited work

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-03T16:58:31.980082Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation caabcfa8-e911-4934-9208-bafc4682e1c4 · outbound

This paper cites Tent: Fully Test-time Adaptation by Entropy Minimization.

Boosting Skeleton-based Zero-Shot Action Recognition with Training-Free Test-Time Adaptation Tent: Fully Test-time Adaptation by Entropy Minimization

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-03T16:58:32.081128Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1cc6b44a-68fe-49ae-92cc-f61fedaae893 · outbound

This paper cites Deep Neural Networks in Video Human Action Recognition: A Review.

Boosting Skeleton-based Zero-Shot Action Recognition with Training-Free Test-Time Adaptation Deep Neural Networks in Video Human Action Recognition: A Review

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-03T16:58:32.168677Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2f791142-f644-410a-b30c-8be30e4f1dc2 · outbound

This paper cites an unresolved cited work.

Boosting Skeleton-based Zero-Shot Action Recognition with Training-Free Test-Time Adaptation Unresolved cited work

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-03T16:58:32.212553Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6a4a07f0-dfaa-46e0-8984-66fa5786a82d · outbound

This paper cites an unresolved cited work.

Boosting Skeleton-based Zero-Shot Action Recognition with Training-Free Test-Time Adaptation Unresolved cited work

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-03T16:58:32.260197Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e4774c76-ce65-49b6-9da6-fa02b56d1785 · outbound

This paper cites an unresolved cited work.

Boosting Skeleton-based Zero-Shot Action Recognition with Training-Free Test-Time Adaptation Unresolved cited work

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-03T16:58:32.288336Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 60a5ea59-4569-40d3-a074-653b1c61d2be · outbound

This paper cites Zhang, X.

Boosting Skeleton-based Zero-Shot Action Recognition with Training-Free Test-Time Adaptation Zhang, X

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-03T16:58:32.346946Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 74f96b26-a9e7-4577-b950-a68fdc1d4e0f · outbound

This paper cites an unresolved cited work.

Boosting Skeleton-based Zero-Shot Action Recognition with Training-Free Test-Time Adaptation Unresolved cited work

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-03T16:58:32.414075Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d9f3a5b1-48c3-49f8-89f2-36b2c77a4781 · outbound

This paper cites Part-aware Unified Representation of Language and Skeleton for Zero-shot Action Recognition.

Boosting Skeleton-based Zero-Shot Action Recognition with Training-Free Test-Time Adaptation Part-aware Unified Representation of Language and Skeleton for Zero-shot Action Recognition

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-03T16:58:32.480757Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fec182b7-1ea4-4059-8bd9-1012b595ef3a · outbound

This paper cites Provide a list of four non-negative numbers that sum to 1, corresponding to the relative importance of each region for recognising<ACTION>.

Boosting Skeleton-based Zero-Shot Action Recognition with Training-Free Test-Time Adaptation Provide a list of four non-negative numbers that sum to 1, corresponding to the relative importance of each region for recognising<ACTION>

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-03T16:58:32.548221Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9e9b7783-b7dc-4331-bb71-6d0143ffd4ad · outbound

This paper cites temporal.

Boosting Skeleton-based Zero-Shot Action Recognition with Training-Free Test-Time Adaptation temporal

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-03T16:58:32.646801Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 561c0a05-48ea-409e-b9ae-484a41966aa8 · outbound

This paper cites gamma":γ Returnone compact JSON objectwith keys.

Boosting Skeleton-based Zero-Shot Action Recognition with Training-Free Test-Time Adaptation gamma":γ Returnone compact JSON objectwith keys

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-03T16:58:32.690181Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 51385333-7a0e-42c7-beb1-722502f88bf4 · outbound

This paper cites A Survey on Backbones for Deep Video Action Recognition.

Boosting Skeleton-based Zero-Shot Action Recognition with Training-Free Test-Time Adaptation A Survey on Backbones for Deep Video Action Recognition

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-03T16:58:32.018154Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.