Paper Citation Record · LEDGER

MaskSem: Semantic-Guided Masking for Learning 3D Hybrid High-Order Motion Representation

As of 20 August 2026, this Paper Citation Record lists 44 of 44 outbound references and 0 inbound Pith citation observations for arXiv:2508.12948.

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

pith.paper-citation-record.v1
2508.12948 v1

Coverage vector

measured 44 of 44 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T17:23:09.658834Z

measured 44 of 44 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+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

44 of 44 outbound references displayed

verified exact0
verified fuzzy36
unresolved8
parse uncertain0
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation dabc74a4-c8db-4f03-b227-d794b2d73a4e · outbound

This paper cites Interactive spatiotem- poral token attention network for skeleton-based general interactive action recognition,.

MaskSem: Semantic-Guided Masking for Learning 3D Hybrid High-Order Motion Representation Interactive spatiotem- poral token attention network for skeleton-based general interactive action recognition,

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:23:10.386411Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 1b3044b2-1be8-4974-8cfc-8dab57b707dc · outbound

This paper cites Understanding spatio-temporal relations in human-object interaction using pyramid graph convolutional network,.

MaskSem: Semantic-Guided Masking for Learning 3D Hybrid High-Order Motion Representation Understanding spatio-temporal relations in human-object interaction using pyramid graph convolutional network,

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:23:10.371511Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 579b6fa9-4c4b-459c-bcef-b1238467661e · outbound

This paper cites A comprehensive survey of rgb-based and skeleton-based human action recognition,.

MaskSem: Semantic-Guided Masking for Learning 3D Hybrid High-Order Motion Representation A comprehensive survey of rgb-based and skeleton-based human action recognition,

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:23:10.354686Z

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Observation ed98f6e7-4fd4-4412-aa8c-a5229337e9cf · outbound

This paper cites Spatial-temporal graph convolutional networks for skeleton-based action recognition,.

MaskSem: Semantic-Guided Masking for Learning 3D Hybrid High-Order Motion Representation Spatial-temporal graph convolutional networks for skeleton-based action recognition,

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:23:10.339726Z

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Observation 47c28916-8c65-458b-a53c-c9b090abd4bd · outbound

This paper cites Channel- wise topology refinement graph convolution for skeleton-based action recognition,.

MaskSem: Semantic-Guided Masking for Learning 3D Hybrid High-Order Motion Representation Channel- wise topology refinement graph convolution for skeleton-based action recognition,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:23:10.323402Z

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No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 4cfcb458-b06b-45bd-920c-2c3710cca28e · outbound

This paper cites Spatial-temporal trans- former network for skeleton-based action recognition,.

MaskSem: Semantic-Guided Masking for Learning 3D Hybrid High-Order Motion Representation Spatial-temporal trans- former network for skeleton-based action recognition,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:23:10.306910Z

Source-reported events for the cited work

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Observation d0a57949-14db-4423-b706-51de3cf1448d · outbound

This paper cites Two-stream adaptive graph convolutional networks for skeleton-based action recognition,.

MaskSem: Semantic-Guided Masking for Learning 3D Hybrid High-Order Motion Representation Two-stream adaptive graph convolutional networks for skeleton-based action recognition,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:23:10.291154Z

Source-reported events for the cited work

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Observation 741e94dd-58e1-4618-9e11-5ea34142fa20 · outbound

This paper cites An attention-enhanced graph convolutional lstm network for skeleton-based action recognition,.

MaskSem: Semantic-Guided Masking for Learning 3D Hybrid High-Order Motion Representation An attention-enhanced graph convolutional lstm network for skeleton-based action recognition,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:23:10.274957Z

Source-reported events for the cited work

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Observation a9fda077-fc86-4af4-b525-f1b9c50637f4 · outbound

This paper cites Skeletonmae: Spatial-temporal masked autoencoders for self-supervised skeleton ac- tion recognition,.

MaskSem: Semantic-Guided Masking for Learning 3D Hybrid High-Order Motion Representation Skeletonmae: Spatial-temporal masked autoencoders for self-supervised skeleton ac- tion recognition,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:23:10.258193Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 036b1209-ae57-43fd-a443-5e38e629c8e7 · outbound

This paper cites Masked motion predictors are strong 3d action representation learners,.

MaskSem: Semantic-Guided Masking for Learning 3D Hybrid High-Order Motion Representation Masked motion predictors are strong 3d action representation learners,

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-15T17:23:09.492634Z

Source-reported events for the cited work

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Observation fb060630-4bc4-42d6-8f8e-b34ac03df8ef · outbound

This paper cites Skeletonmae: Graph-based masked autoencoder for skeleton sequence pre-training,.

MaskSem: Semantic-Guided Masking for Learning 3D Hybrid High-Order Motion Representation Skeletonmae: Graph-based masked autoencoder for skeleton sequence pre-training,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:23:10.230329Z

Source-reported events for the cited work

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Observation c453b36c-7961-4522-969b-ca1a86ad322e · outbound

This paper cites Actionlet-dependent contrastive learning for unsupervised skeleton-based action recognition,.

MaskSem: Semantic-Guided Masking for Learning 3D Hybrid High-Order Motion Representation Actionlet-dependent contrastive learning for unsupervised skeleton-based action recognition,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:23:10.214826Z

Source-reported events for the cited work

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Observation 0002cac7-e165-44ba-97ea-e882c784d049 · outbound

This paper cites Masked autoencoders are scalable vision learners,.

MaskSem: Semantic-Guided Masking for Learning 3D Hybrid High-Order Motion Representation Masked autoencoders are scalable vision learners,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:23:10.200741Z

Source-reported events for the cited work

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Observation b948610d-a944-4707-b190-be2095d4b9d4 · outbound

This paper cites Motion-aware mask feature reconstruction for skeleton-based action recognition,.

MaskSem: Semantic-Guided Masking for Learning 3D Hybrid High-Order Motion Representation Motion-aware mask feature reconstruction for skeleton-based action recognition,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:23:10.186175Z

Source-reported events for the cited work

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Observation c960402a-aec2-4826-8bfd-688b55524e5b · outbound

This paper cites Grad-cam: Visual explanations from deep networks via gradient-based localization,.

MaskSem: Semantic-Guided Masking for Learning 3D Hybrid High-Order Motion Representation Grad-cam: Visual explanations from deep networks via gradient-based localization,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:23:10.171943Z

Source-reported events for the cited work

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Observation 13a519a2-0022-495d-8cf0-582c7fce34cf · outbound

This paper cites Joint angles similarities and hog2 for action recognition,.

MaskSem: Semantic-Guided Masking for Learning 3D Hybrid High-Order Motion Representation Joint angles similarities and hog2 for action recognition,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:23:10.156115Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation e3f78ded-dc3d-43a5-9ecb-0751de94395d · outbound

This paper cites Skeleton- based action recognition using spatio-temporal lstm network with trust gates,.

MaskSem: Semantic-Guided Masking for Learning 3D Hybrid High-Order Motion Representation Skeleton- based action recognition using spatio-temporal lstm network with trust gates,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:23:10.140976Z

Source-reported events for the cited work

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Observation b57e4c8f-4746-4223-a40c-083d4e777a4a · outbound

This paper cites Spatio-temporal lstm with trust gates for 3d human action recognition,.

MaskSem: Semantic-Guided Masking for Learning 3D Hybrid High-Order Motion Representation Spatio-temporal lstm with trust gates for 3d human action recognition,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:23:10.123474Z

Source-reported events for the cited work

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Observation 96def933-6bb0-4939-8f33-2a312f6100fc · outbound

This paper cites Semi-Supervised Classification with Graph Convolutional Networks.

MaskSem: Semantic-Guided Masking for Learning 3D Hybrid High-Order Motion Representation Semi-Supervised Classification with Graph Convolutional Networks

Reference 19

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Source-reported events for the cited work

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Observation 95caba3b-0e05-467d-bfa7-8e2493158136 · outbound

This paper cites Infogcn: Representation learning for human skeleton-based action recognition,.

MaskSem: Semantic-Guided Masking for Learning 3D Hybrid High-Order Motion Representation Infogcn: Representation learning for human skeleton-based action recognition,

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:23:10.105178Z

Source-reported events for the cited work

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Observation d3244991-1ed9-4ffa-ba98-72e02c4aa38e · outbound

This paper cites Attention is all you need,.

MaskSem: Semantic-Guided Masking for Learning 3D Hybrid High-Order Motion Representation Attention is all you need,

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:23:10.089733Z

Source-reported events for the cited work

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Observation ef8d8d92-9fef-4714-b6b8-be0adcfa39ee · outbound

This paper cites Skeleton-based action recognition via spatial and temporal transformer networks,.

MaskSem: Semantic-Guided Masking for Learning 3D Hybrid High-Order Motion Representation Skeleton-based action recognition via spatial and temporal transformer networks,

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:23:10.073811Z

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Observation 674acf94-e3ea-4a00-8021-47ece795c0ac · outbound

This paper cites BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding.

MaskSem: Semantic-Guided Masking for Learning 3D Hybrid High-Order Motion Representation BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding

Reference 23

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Source-reported events for the cited work

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Observation 1208b318-8add-4e76-8835-9a2f28a2e106 · outbound

This paper cites S-jepa: A joint embedding predictive architecture for skeletal action recognition,.

MaskSem: Semantic-Guided Masking for Learning 3D Hybrid High-Order Motion Representation S-jepa: A joint embedding predictive architecture for skeletal action recognition,

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:23:10.059460Z

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MaskSem: Semantic-Guided Masking for Learning 3D Hybrid High-Order Motion Representation Unresolved cited work

Reference 25

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Observation d649a6ef-3363-49bf-a148-19acf6f25568 · outbound

This paper cites Ntu rgb+d: A large scale dataset for 3d human activity analysis,.

MaskSem: Semantic-Guided Masking for Learning 3D Hybrid High-Order Motion Representation Ntu rgb+d: A large scale dataset for 3d human activity analysis,

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:23:10.026851Z

Source-reported events for the cited work

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Observation 1e967c63-e6b2-4e66-8f42-1726d4e42d78 · outbound

This paper cites Ntu rgb+d 120: A large-scale benchmark for 3d human activity understanding,.

MaskSem: Semantic-Guided Masking for Learning 3D Hybrid High-Order Motion Representation Ntu rgb+d 120: A large-scale benchmark for 3d human activity understanding,

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:23:10.010322Z

Source-reported events for the cited work

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Observation 2c421273-027d-4ba1-9c20-9bc43555b65d · outbound

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

MaskSem: Semantic-Guided Masking for Learning 3D Hybrid High-Order Motion Representation PKU-MMD: A Large Scale Benchmark for Continuous Multi-Modal Human Action Understanding

Reference 28

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Observation dcaa3874-6d72-4c58-ac83-ede00ab41230 · outbound

This paper cites Unsupervised representation learning with long-term dynamics for skeleton-based action recognition,.

MaskSem: Semantic-Guided Masking for Learning 3D Hybrid High-Order Motion Representation Unsupervised representation learning with long-term dynamics for skeleton-based action recognition,

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:23:09.993541Z

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Observation a0dcd5c3-4b6b-4ee0-a558-a98c7b04ffde · outbound

This paper cites Predict & cluster: Unsupervised skeleton-based action recognition,.

MaskSem: Semantic-Guided Masking for Learning 3D Hybrid High-Order Motion Representation Predict & cluster: Unsupervised skeleton-based action recognition,

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:23:09.977015Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 0c4beb88-b7cf-4761-bf57-477bbac126df · outbound

This paper cites 3d human action representation learning via cross-view consistency pursuit,.

MaskSem: Semantic-Guided Masking for Learning 3D Hybrid High-Order Motion Representation 3d human action representation learning via cross-view consistency pursuit,

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:23:09.961388Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 1d12506a-29f7-4bef-9133-15aa01a7606a · outbound

This paper cites Self-supervised action representation learning from partial spatio-temporal skeleton sequences,.

MaskSem: Semantic-Guided Masking for Learning 3D Hybrid High-Order Motion Representation Self-supervised action representation learning from partial spatio-temporal skeleton sequences,

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:23:09.944746Z

Source-reported events for the cited work

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Observation 0f903d58-c869-4cce-84fd-87364a82da95 · outbound

This paper cites Hierarchical contrast for unsupervised skeleton-based action representation learning,.

MaskSem: Semantic-Guided Masking for Learning 3D Hybrid High-Order Motion Representation Hierarchical contrast for unsupervised skeleton-based action representation learning,

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:23:09.928005Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 734db154-c580-45da-9304-765afd330ff1 · outbound

This paper cites Self-supervised 3d behavior representation learning based on homotopic hyperbolic embedding,.

MaskSem: Semantic-Guided Masking for Learning 3D Hybrid High-Order Motion Representation Self-supervised 3d behavior representation learning based on homotopic hyperbolic embedding,

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:23:09.910385Z

Source-reported events for the cited work

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Observation 44babdd1-4109-4bab-82db-be27c689b949 · outbound

This paper cites Prompted contrast with masked motion modeling: Towards versatile 3d action representation learning,.

MaskSem: Semantic-Guided Masking for Learning 3D Hybrid High-Order Motion Representation Prompted contrast with masked motion modeling: Towards versatile 3d action representation learning,

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:23:09.890703Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 37013132-8d83-40ea-a524-da04d0fd305d · outbound

This paper cites Global and local contrastive learning for self-supervised skeleton-based action recognition,.

MaskSem: Semantic-Guided Masking for Learning 3D Hybrid High-Order Motion Representation Global and local contrastive learning for self-supervised skeleton-based action recognition,

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:23:09.874745Z

Source-reported events for the cited work

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Observation c9ff2467-5c2a-4a7a-8c62-987dcc0bafe8 · outbound

This paper cites Skeleton cloud colorization for unsupervised 3d action representation learning,.

MaskSem: Semantic-Guided Masking for Learning 3D Hybrid High-Order Motion Representation Skeleton cloud colorization for unsupervised 3d action representation learning,

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:23:09.858637Z

Source-reported events for the cited work

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Observation 706d2fa7-02ea-4123-a251-32dca285539d · outbound

This paper cites Hierarchically self-supervised transformer for human skeleton representation learning,.

MaskSem: Semantic-Guided Masking for Learning 3D Hybrid High-Order Motion Representation Hierarchically self-supervised transformer for human skeleton representation learning,

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:23:09.842110Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 5bdd1b4a-8363-4dda-8059-f1a571033f54 · outbound

This paper cites Contrastive learning from extremely augmented skeleton sequences for self- supervised action recognition,.

MaskSem: Semantic-Guided Masking for Learning 3D Hybrid High-Order Motion Representation Contrastive learning from extremely augmented skeleton sequences for self- supervised action recognition,

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:23:09.826059Z

Source-reported events for the cited work

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Observation 14c6176c-72b9-422d-ab4d-8d170b2ca42e · outbound

This paper cites Motionbert: A unified perspective on learning human motion representations,.

MaskSem: Semantic-Guided Masking for Learning 3D Hybrid High-Order Motion Representation Motionbert: A unified perspective on learning human motion representations,

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-15T17:23:09.638116Z

Source-reported events for the cited work

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Observation 26a74c69-3b31-431a-a58d-ea4cc966e26e · outbound

This paper cites BEiT: BERT Pre-Training of Image Transformers.

MaskSem: Semantic-Guided Masking for Learning 3D Hybrid High-Order Motion Representation BEiT: BERT Pre-Training of Image Transformers

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-15T17:23:09.643928Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3561b41d-aa58-463b-a3fd-9c6c76b4eee6 · outbound

This paper cites Part Aware Contrastive Learning for Self-Supervised Action Recognition.

MaskSem: Semantic-Guided Masking for Learning 3D Hybrid High-Order Motion Representation Part Aware Contrastive Learning for Self-Supervised Action Recognition

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-15T17:23:09.649100Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f81d49d6-b4c9-4d27-9170-93ab57321f00 · outbound

This paper cites Skeleton-contrastive 3d action representation learning,.

MaskSem: Semantic-Guided Masking for Learning 3D Hybrid High-Order Motion Representation Skeleton-contrastive 3d action representation learning,

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:23:09.799576Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 7213175f-d34f-46e6-bcd7-1fd8e567f5eb · outbound

This paper cites Cmd: Self-supervised 3d action representation learning with cross-modal mutual distillation,.

MaskSem: Semantic-Guided Masking for Learning 3D Hybrid High-Order Motion Representation Cmd: Self-supervised 3d action representation learning with cross-modal mutual distillation,

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:23:09.782461Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Pith citing papers

No inbound Pith citation observations are available.