Paper Citation Record · LEDGER

Human Action CLIPs: Detecting AI-generated Human Motion

As of 19 August 2026, this Paper Citation Record lists 17 of 17 outbound references and 3 inbound Pith citation observations for arXiv:2412.00526.

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

pith.paper-citation-record.v1
2412.00526 v2

Coverage vector

measured 17 of 17 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-12T05:23:20.684103Z

measured 20 of 20 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-08T21:12:23.019873Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-20T15:13:25.052578Z

Reference resolution

17 of 17 outbound references displayed

verified exact0
verified fuzzy0
unresolved17
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 85c9dbce-8aa6-46ec-9002-eca253eaa487 · outbound

This paper cites People are poorly equipped to detect AI-powered voice clones.

Human Action CLIPs: Detecting AI-generated Human Motion People are poorly equipped to detect AI-powered voice clones

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-12T05:23:20.615674Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9f07d460-e61c-4e4d-bdc7-9dcf7f770f24 · outbound

This paper cites Stable Video Diffusion: Scaling Latent Video Diffusion Models to Large Datasets.

Human Action CLIPs: Detecting AI-generated Human Motion Stable Video Diffusion: Scaling Latent Video Diffusion Models to Large Datasets

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-12T05:23:20.620799Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ed0b7a9b-2803-4c74-a8e5-10033bf0e925 · outbound

This paper cites Playing for 3D Human Recovery.

Human Action CLIPs: Detecting AI-generated Human Motion Playing for 3D Human Recovery

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-12T05:23:20.625984Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fd524c48-284d-4e88-8b0d-6c44be0146b5 · outbound

This paper cites PaLI: A Jointly-Scaled Multilingual Language-Image Model.

Human Action CLIPs: Detecting AI-generated Human Motion PaLI: A Jointly-Scaled Multilingual Language-Image Model

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-12T05:23:20.631282Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9cdfbb66-0a0b-4d1b-a09b-b090c93b4404 · outbound

This paper cites Exposing Lip-syncing Deepfakes from Mouth Inconsistencies.

Human Action CLIPs: Detecting AI-generated Human Motion Exposing Lip-syncing Deepfakes from Mouth Inconsistencies

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-12T05:23:20.636834Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b1a2d967-7dcc-487f-a665-7a7c303f991f · outbound

This paper cites Exploring the Adversarial Robustness of CLIP for AI-generated Image Detection.

Human Action CLIPs: Detecting AI-generated Human Motion Exploring the Adversarial Robustness of CLIP for AI-generated Image Detection

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-12T05:23:20.641475Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6442f9c9-2048-40d6-9bda-349bc54598f1 · outbound

This paper cites VideoPoet: A Large Language Model for Zero-Shot Video Generation.

Human Action CLIPs: Detecting AI-generated Human Motion VideoPoet: A Large Language Model for Zero-Shot Video Generation

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-12T05:23:20.646151Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 71d4e8e1-5848-4744-aeb1-65df39c7d66b · outbound

This paper cites AnimateDiff-Lightning: Cross-Model Diffusion Distillation.

Human Action CLIPs: Detecting AI-generated Human Motion AnimateDiff-Lightning: Cross-Model Diffusion Distillation

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-12T05:23:20.655486Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1f938311-0eef-4ee4-86e1-db65f2fa704b · outbound

This paper cites DeCLIP: Decoding CLIP representations for deepfake localization.

Human Action CLIPs: Detecting AI-generated Human Motion DeCLIP: Decoding CLIP representations for deepfake localization

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-12T05:23:20.670086Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 15b8295a-9ff7-47af-bd7f-be6e5e19c222 · outbound

This paper cites CLIP Models are Few-shot Learners: Empirical Studies on VQA and Visual Entailment.

Human Action CLIPs: Detecting AI-generated Human Motion CLIP Models are Few-shot Learners: Empirical Studies on VQA and Visual Entailment

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-12T05:23:20.674694Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6e7baf02-b2af-48f4-8b46-e556881897fa · outbound

This paper cites 4Real: Towards Photorealistic 4D Scene Generation via Video Diffusion Models.

Human Action CLIPs: Detecting AI-generated Human Motion 4Real: Towards Photorealistic 4D Scene Generation via Video Diffusion Models

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-12T05:23:20.684103Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 81aa69e6-e2e5-4fa3-baf2-59251b8623b2 · outbound

This paper cites CogVideoX: Text-to-Video Diffusion Models with An Expert Transformer.

Human Action CLIPs: Detecting AI-generated Human Motion CogVideoX: Text-to-Video Diffusion Models with An Expert Transformer

Reference 2001

Resolution: unresolved; no resolver link, observed 2026-08-12T05:23:20.679515Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2931710b-9f08-4443-9809-b6230cff4857 · outbound

This paper cites Vidu: a Highly Consistent, Dynamic and Skilled Text-to-Video Generator with Diffusion Models.

Human Action CLIPs: Detecting AI-generated Human Motion Vidu: a Highly Consistent, Dynamic and Skilled Text-to-Video Generator with Diffusion Models

Reference 2020

Resolution: unresolved; no resolver link, observed 2026-08-12T05:23:20.604699Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0de5dad8-3326-4922-b73d-f82e5443a8b0 · outbound

This paper cites LAION-400M: Open Dataset of CLIP-Filtered 400 Million Image-Text Pairs.

Human Action CLIPs: Detecting AI-generated Human Motion LAION-400M: Open Dataset of CLIP-Filtered 400 Million Image-Text Pairs

Reference 2021

Resolution: unresolved; no resolver link, observed 2026-08-12T05:23:20.660085Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d0fa75b4-7dfa-451b-bcfd-ee04f69247cc · outbound

This paper cites How Much Can CLIP Benefit Vision-and-Language Tasks?.

Human Action CLIPs: Detecting AI-generated Human Motion How Much Can CLIP Benefit Vision-and-Language Tasks?

Reference 2022

Resolution: unresolved; no resolver link, observed 2026-08-12T05:23:20.665056Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3997a9ce-1f6b-45bc-a7c4-e62e457061ee · outbound

This paper cites Jina CLIP: Your CLIP Model Is Also Your Text Retriever.

Human Action CLIPs: Detecting AI-generated Human Motion Jina CLIP: Your CLIP Model Is Also Your Text Retriever

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-12T05:23:20.650879Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 993eeb03-e35c-4bb5-8cb1-4e4ccf310ffc · outbound

This paper cites Lumiere: A Space-Time Diffusion Model for Video Generation.

Human Action CLIPs: Detecting AI-generated Human Motion Lumiere: A Space-Time Diffusion Model for Video Generation

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-12T05:23:20.610451Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation d2dd6fc4-7569-4714-bdf3-b51737b727bd · inbound

Survey on AI-Generated Media Detection: From Non-MLLM to MLLM cites this paper.

Survey on AI-Generated Media Detection: From Non-MLLM to MLLM Human Action CLIPs: Detecting AI-generated Human Motion

Reference 141

Resolution: unresolved; no resolver link, observed 2026-08-08T21:12:23.019873Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1fac0a74-999a-4860-9013-1b5e30fddcdd · inbound

SynthForensics: Benchmarking and Evaluating People-Centric Synthetic Video Deepfakes cites this paper.

SynthForensics: Benchmarking and Evaluating People-Centric Synthetic Video Deepfakes Human Action CLIPs: Detecting AI-generated Human Motion

Reference 3

Resolution: verified exact; arxiv_id, observed 2026-05-16T07:37:33.016331Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 23b91fb0-a20f-4881-a85c-ab2c1b4876da · inbound

CAM-VFD: Cross-Attention Multimodal Video Forgery Detection cites this paper.

CAM-VFD: Cross-Attention Multimodal Video Forgery Detection Human Action CLIPs: Detecting AI-generated Human Motion

Reference 10

Resolution: verified exact; arxiv_id, observed 2026-05-20T15:13:25.054227Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.