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Paper Citation Record · LEDGER

DuoCLR: Dual-Surrogate Contrastive Learning for Skeleton-based Human Action Segmentation

As of 16 August 2026, this Paper Citation Record lists 54 of 54 outbound references and 0 inbound Pith citation observations for arXiv:2509.05543.

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

pith.paper-citation-record.v1
2509.05543 v1

Coverage vector

measured 54 of 54 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T16:29:57.039292Z

measured 54 of 54 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-16T06:30:59.297886+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

54 of 54 outbound references displayed

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  • unresolved13
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 07483b8a-e724-4e9c-8046-b49ae3be291c · outbound

This paper cites Maskclr: Attention-guided contrastive learning for robust action representation learning.

DuoCLR: Dual-Surrogate Contrastive Learning for Skeleton-based Human Action Segmentation Maskclr: Attention-guided contrastive learning for robust action representation learning

Reference 1

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

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Observation 2a54fd14-8bc4-465d-a7c5-a18c6278954e · outbound

This paper cites A motion-aware and temporal-enhanced spatial–temporal graph convolutional network for skeleton-based human ac- tion segmentation.Neurocomputing, 580:127482, 2024.

DuoCLR: Dual-Surrogate Contrastive Learning for Skeleton-based Human Action Segmentation A motion-aware and temporal-enhanced spatial–temporal graph convolutional network for skeleton-based human ac- tion segmentation.Neurocomputing, 580:127482, 2024

Reference 2

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

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Observation 4e1701d3-86f9-4ab2-a87b-3933a0fdde69 · outbound

This paper cites Action segmentation with joint self- supervised temporal domain adaptation.

DuoCLR: Dual-Surrogate Contrastive Learning for Skeleton-based Human Action Segmentation Action segmentation with joint self- supervised temporal domain adaptation

Reference 3

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

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Observation 3d69d23c-1644-43c0-a7cd-7adf9e3f2d1d · outbound

This paper cites A simple framework for contrastive learning of visual representations.

DuoCLR: Dual-Surrogate Contrastive Learning for Skeleton-based Human Action Segmentation A simple framework for contrastive learning of visual representations

Reference 4

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

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Observation 5eda4f56-d6be-447a-af3e-4dc4cf72e2e3 · outbound

This paper cites Improved Baselines with Momentum Contrastive Learning.

DuoCLR: Dual-Surrogate Contrastive Learning for Skeleton-based Human Action Segmentation Improved Baselines with Momentum Contrastive Learning

Reference 5

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Source-reported events for the cited work

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source=pdf_text observed=2026-08-15T16:29:56.689386Z digest=sha256:c340a6eca0de7ca8c54cb3c8ab8051adbe00ee1b2c5eeae8601c73e1113b32bb

Observation 49c31460-eb62-4c7a-b839-3766aa205350 · outbound

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

DuoCLR: Dual-Surrogate Contrastive Learning for Skeleton-based Human Action Segmentation Channel-wise topology refinement graph convolution for skeleton-based action recognition

Reference 6

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

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Observation 2dd30cc5-d126-4c91-9b90-f7d460a2d623 · outbound

This paper cites Hi- erarchically self-supervised transformer for human skeleton representation learning.

DuoCLR: Dual-Surrogate Contrastive Learning for Skeleton-based Human Action Segmentation Hi- erarchically self-supervised transformer for human skeleton representation learning

Reference 7

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T16:29:56.703037Z digest=sha256:537b7e8ee99486f2b0e91434d7d5cfed2c2e6afc7dc2e28323fca5b9009941a1

Observation 0056620b-7f2e-412b-b352-94e520109eb7 · outbound

This paper cites Contrastive Learning from Spatio-Temporal Mixed Skeleton Sequences for Self-Supervised Skeleton-Based Action Recognition.

DuoCLR: Dual-Surrogate Contrastive Learning for Skeleton-based Human Action Segmentation Contrastive Learning from Spatio-Temporal Mixed Skeleton Sequences for Self-Supervised Skeleton-Based Action Recognition

Reference 8

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T16:29:56.709337Z digest=sha256:8c19843c33bf4d4f1cfc3e24c24126c914fea1c91624dd76641b6b0999a3a243

Observation 53596554-b37c-4bb1-bbb6-b92c86d5d99d · outbound

This paper cites Infogcn++: Learning representation by predicting the future for online skeleton-based action recognition.IEEE Transactions on Pattern Analysis and Machine Intelligence,.

DuoCLR: Dual-Surrogate Contrastive Learning for Skeleton-based Human Action Segmentation Infogcn++: Learning representation by predicting the future for online skeleton-based action recognition.IEEE Transactions on Pattern Analysis and Machine Intelligence,

Reference 9

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T16:29:56.717224Z digest=sha256:abf18d5de34fce0ea2a2772803750e6d05dfd1c8814ed43f8b099eade2f8f059

Observation 24776ad4-3eab-4d69-9632-a579d5901b91 · outbound

This paper cites Ms-tct: Multi-scale temporal con- vtransformer for action detection.

DuoCLR: Dual-Surrogate Contrastive Learning for Skeleton-based Human Action Segmentation Ms-tct: Multi-scale temporal con- vtransformer for action detection

Reference 10

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

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Observation fa06a73c-e4a2-4c3f-9fcd-dd532a208d7c · outbound

This paper cites Toyota smarthome untrimmed: Real-world untrimmed videos for activity detection.IEEE Transactions on Pattern Analysis and Machine Intelligence, 45(2):2533– 2550, 2022.

DuoCLR: Dual-Surrogate Contrastive Learning for Skeleton-based Human Action Segmentation Toyota smarthome untrimmed: Real-world untrimmed videos for activity detection.IEEE Transactions on Pattern Analysis and Machine Intelligence, 45(2):2533– 2550, 2022

Reference 11

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T16:29:56.732381Z digest=sha256:62e7c1abcf816497958888cb0488ba4d3a2240a4fe1a9da365ea57ab5eaf489a

Observation ad49f36e-03f6-48a1-8a6f-03d1b5df1882 · outbound

This paper cites Toyota smarthome: Real-world activities of daily living.

DuoCLR: Dual-Surrogate Contrastive Learning for Skeleton-based Human Action Segmentation Toyota smarthome: Real-world activities of daily living

Reference 12

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T16:29:56.739771Z digest=sha256:653ebe5472e74da6e7be947b7da1c5623fcd1e8480474082315732a00580f18c

Observation 31f5e961-906a-4ed6-8974-40d37dec264e · outbound

This paper cites Hierarchical contrast for unsu- pervised skeleton-based action representation learning.

DuoCLR: Dual-Surrogate Contrastive Learning for Skeleton-based Human Action Segmentation Hierarchical contrast for unsu- pervised skeleton-based action representation learning

Reference 13

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raw_fallback, observed 2026-08-15T16:29:57.955222Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T16:29:56.745901Z digest=sha256:4f3c315ae33aab0223d7088dd5a92812cf7d0b10f36775a7d5489a81f39e9dd0

Observation 4962a00c-9eb2-4fbf-a023-5c7069e56901 · outbound

This paper cites Skeletr: Towards skeleton-based action recognition in the wild.

DuoCLR: Dual-Surrogate Contrastive Learning for Skeleton-based Human Action Segmentation Skeletr: Towards skeleton-based action recognition in the wild

Reference 14

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T16:29:56.751562Z digest=sha256:49ce89bf4cf8ed7b81f07a13eb9ffc89ca8dc9183896f734f72b4f5859aaea90

Observation 9be97aa1-424d-460d-8e9a-ede8f578a685 · outbound

This paper cites Ms-tcn: Multi-stage tem- poral convolutional network for action segmentation.

DuoCLR: Dual-Surrogate Contrastive Learning for Skeleton-based Human Action Segmentation Ms-tcn: Multi-stage tem- poral convolutional network for action segmentation

Reference 15

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T16:29:56.758760Z digest=sha256:3508f53b63b9e274be0890aa2cc705bc44654be2b82404ebdce28ac65e04e6c1

Observation 655763ec-efd7-45df-8c28-758ec9cc8f32 · outbound

This paper cites Skeleton-based action segmentation with multi-stage spatial- temporal graph convolutional neural networks.IEEE Trans- actions on Emerging Topics in Computing, 12(1):202–212,.

DuoCLR: Dual-Surrogate Contrastive Learning for Skeleton-based Human Action Segmentation Skeleton-based action segmentation with multi-stage spatial- temporal graph convolutional neural networks.IEEE Trans- actions on Emerging Topics in Computing, 12(1):202–212,

Reference 16

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

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Observation 72e4df43-fed8-44e1-8904-feb82b029961 · outbound

This paper cites HYperbolic Self-Paced Learning for Self-Supervised Skeleton-based Action Representations.

DuoCLR: Dual-Surrogate Contrastive Learning for Skeleton-based Human Action Segmentation HYperbolic Self-Paced Learning for Self-Supervised Skeleton-based Action Representations

Reference 17

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T16:29:56.776099Z digest=sha256:22f50fe98151907944ceb395b01f6347df49d793c7cb60d4a5a32fc704d7cff8

Observation b53f207c-b92f-4321-a6e4-9a836df7620b · outbound

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

DuoCLR: Dual-Surrogate Contrastive Learning for Skeleton-based Human Action Segmentation Contrastive learning from ex- tremely augmented skeleton sequences for self-supervised action recognition

Reference 18

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T16:29:56.784766Z digest=sha256:38683638d73fab9e4b48019782d6ae66f54d47ae3746a097507f7c05174efbac

Observation c32f881a-944c-4134-a95a-92e314c5f36a · outbound

This paper cites Global and local contrastive learning for self-supervised skeleton-based action recognition.IEEE Transactions on Circuits and Systems for Video Technology, 2024.

DuoCLR: Dual-Surrogate Contrastive Learning for Skeleton-based Human Action Segmentation Global and local contrastive learning for self-supervised skeleton-based action recognition.IEEE Transactions on Circuits and Systems for Video Technology, 2024

Reference 19

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T16:29:56.793270Z digest=sha256:2a84b87a232bfd03a4dfb8a3d2030a83a26a9b14fb6f0a4ce9232242949af2cb

Observation 6aa07c44-2be9-4347-a789-2f36ff46d59f · outbound

This paper cites Graph Contrastive Learning for Skeleton-based Action Recognition.

DuoCLR: Dual-Surrogate Contrastive Learning for Skeleton-based Human Action Segmentation Graph Contrastive Learning for Skeleton-based Action Recognition

Reference 20

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source=pdf_text observed=2026-08-15T16:29:56.801647Z digest=sha256:6d8600163e0d762e875b13175666f7fab1d286cb70db48f4b4a01b0e5dd3efd1

Observation 8ee8cef0-507e-424e-8886-83584398a120 · outbound

This paper cites Language-assisted skeleton action understanding for skeleton-based temporal action seg- mentation.

DuoCLR: Dual-Surrogate Contrastive Learning for Skeleton-based Human Action Segmentation Language-assisted skeleton action understanding for skeleton-based temporal action seg- mentation

Reference 21

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raw_fallback, observed 2026-08-15T16:29:57.846826Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

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Observation f68b425a-a905-4a15-bf26-d53875025393 · outbound

This paper cites The Kinetics Human Action Video Dataset.

DuoCLR: Dual-Surrogate Contrastive Learning for Skeleton-based Human Action Segmentation The Kinetics Human Action Video Dataset

Reference 22

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T16:29:56.817240Z digest=sha256:14cf79577e926415dd85194bae124a0c587b99caad435a72847a961ed6b9e166

Observation 0da19286-37c9-4f4a-8836-bd96cd483995 · outbound

This paper cites Unsupervised representation learning by sort- ing sequences.

DuoCLR: Dual-Surrogate Contrastive Learning for Skeleton-based Human Action Segmentation Unsupervised representation learning by sort- ing sequences

Reference 23

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T16:29:56.822869Z digest=sha256:0e217b548324f04fac0dd63dd1e4305fde0496624e6df2dba3619ec5ec72b9f2

Observation 436e0ce0-fdaf-459e-8a11-042a015b6ae7 · outbound

This paper cites 3d human action rep- resentation learning via cross-view consistency pursuit.

DuoCLR: Dual-Surrogate Contrastive Learning for Skeleton-based Human Action Segmentation 3d human action rep- resentation learning via cross-view consistency pursuit

Reference 24

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T16:29:56.830338Z digest=sha256:6ec0d643d862a41dadd7196c16e9fee587ba3374e47e7ffc1f80a98fbc2a5197

Observation 83deac51-51a6-4d2b-bdac-a72d6c52e46a · outbound

This paper cites Actional-structural graph convolutional networks for skeleton-based action recognition.

DuoCLR: Dual-Surrogate Contrastive Learning for Skeleton-based Human Action Segmentation Actional-structural graph convolutional networks for skeleton-based action recognition

Reference 25

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raw_fallback, observed 2026-08-15T16:29:57.788779Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T16:29:56.836238Z digest=sha256:ec4b17ba2736182cb96ce9f356eacd43ba55a2551dd2390cc8d4e636e7888bf5

Observation 6f066cf6-f345-48a1-a64c-64b97433eb8a · outbound

This paper cites A Decoupled Spatio-Temporal Framework for Skeleton-based Action Segmentation.

DuoCLR: Dual-Surrogate Contrastive Learning for Skeleton-based Human Action Segmentation A Decoupled Spatio-Temporal Framework for Skeleton-based Action Segmentation

Reference 26

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T16:29:56.843095Z digest=sha256:9be110fc6fa0b1831c410705eb503ca26e7eebb0e93e1e3687d2afc5c9b8eb4b

Observation 68e15a9d-0e03-49a3-838b-38c6e43db13d · outbound

This paper cites Ms2l: Multi-task self-supervised learning for skeleton based action recognition.

DuoCLR: Dual-Surrogate Contrastive Learning for Skeleton-based Human Action Segmentation Ms2l: Multi-task self-supervised learning for skeleton based action recognition

Reference 27

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raw_fallback, observed 2026-08-15T16:29:57.771393Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T16:29:56.849324Z digest=sha256:6e96e986e084910b084ca583dfe9792d40593bb4afaf3e538d787129ca9f5398

Observation f7544f42-2cd3-4e7a-9b9b-8931140ead53 · outbound

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

DuoCLR: Dual-Surrogate Contrastive Learning for Skeleton-based Human Action Segmentation Actionlet- dependent contrastive learning for unsupervised skeleton- based action recognition

Reference 28

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raw_fallback, observed 2026-08-15T16:29:57.754653Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T16:29:56.868747Z digest=sha256:0c4e8dc5a40c404e34c525f3e97bdddabdb1b29699742fe9ad09c7922a15c078

Observation a399f2f5-7d7b-498f-acb4-8edfea3e7252 · outbound

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

DuoCLR: Dual-Surrogate Contrastive Learning for Skeleton-based Human Action Segmentation PKU-MMD: A Large Scale Benchmark for Continuous Multi-Modal Human Action Understanding

Reference 29

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no resolver link, observed 2026-08-15T16:29:56.875742Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T16:29:56.875742Z digest=sha256:8e44282a6ea2da343aefe61046292cf948624da437db9795afdc85502ebd6d19

Observation 00381c43-2ed6-4563-b5c5-a4014dd6f4c2 · outbound

This paper cites Skeleton-cutmix: Mixing up skeleton with probabilistic bone exchange for supervised domain adapta- tion.IEEE Transactions on Image Processing, 2023.

DuoCLR: Dual-Surrogate Contrastive Learning for Skeleton-based Human Action Segmentation Skeleton-cutmix: Mixing up skeleton with probabilistic bone exchange for supervised domain adapta- tion.IEEE Transactions on Image Processing, 2023

Reference 30

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T16:29:56.884318Z digest=sha256:95ae189ce362ab2d34a38894f067f116b5a5a6ba11af3b9f544d774892fa3fdb

Observation dd1c615e-f7d0-43a0-99fe-33249f8af59b · outbound

This paper cites an unresolved cited work.

DuoCLR: Dual-Surrogate Contrastive Learning for Skeleton-based Human Action Segmentation Unresolved cited work

Reference 31

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T16:29:56.890400Z digest=sha256:8607c86e9f66a44a0764da1a7a2a07c7e32bef4dda8be6909ea9d10d917eb265

Observation f9b2c3d4-5eb3-4654-b7c5-19519b3504b8 · outbound

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

DuoCLR: Dual-Surrogate Contrastive Learning for Skeleton-based Human Action Segmentation Cmd: Self-supervised 3d action representation learning with cross-modal mutual distillation

Reference 32

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T16:29:56.896401Z digest=sha256:c7022426d4a9343180882bdd3ba0e4668254a7531cca55069f27835b67e2ddf3

Observation 44369bc4-863e-4b20-8d6b-8d0bd069efeb · outbound

This paper cites Shuf- fle and learn: unsupervised learning using temporal order verification.

DuoCLR: Dual-Surrogate Contrastive Learning for Skeleton-based Human Action Segmentation Shuf- fle and learn: unsupervised learning using temporal order verification

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T16:29:57.691660Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T16:29:56.902726Z digest=sha256:d3f3cede97c0e5879217c465c38536e53ffa30bf1ad3da17dec3397bcd600501

Observation bfe1b3d5-3ab1-4145-bbf1-2feb1877306b · outbound

This paper cites Halp: Hal- lucinating latent positives for skeleton-based self-supervised learning of actions.

DuoCLR: Dual-Surrogate Contrastive Learning for Skeleton-based Human Action Segmentation Halp: Hal- lucinating latent positives for skeleton-based self-supervised learning of actions

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T16:29:57.674887Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T16:29:56.907893Z digest=sha256:952f94dc61f477c5d01d08ba7a6ce301e29cd01af686ca8c55b4c3d176cc4a90

Observation 10151cfd-fef0-46af-97d5-e5d76ddf4795 · outbound

This paper cites Ntu rgb+ d: A large scale dataset for 3d human activity anal- ysis.

DuoCLR: Dual-Surrogate Contrastive Learning for Skeleton-based Human Action Segmentation Ntu rgb+ d: A large scale dataset for 3d human activity anal- ysis

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T16:29:57.657038Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T16:29:56.917248Z digest=sha256:814d388dc4a133bbb174f74b6e0ba3e63019450b34a7d2d321d5ad0cc7b360b5

Observation 3fa3bf27-40a7-4dfa-ac93-cc15f921ed1a · outbound

This paper cites Hollywood in homes: Crowdsourcing data collection for activity under- standing.

DuoCLR: Dual-Surrogate Contrastive Learning for Skeleton-based Human Action Segmentation Hollywood in homes: Crowdsourcing data collection for activity under- standing

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T16:29:57.639962Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T16:29:56.923058Z digest=sha256:1b0804719a70b40a71f0b02439993ea4e86e16f27b6e343aaa5e250c70a742d4

Observation 80957ea8-0c54-4835-8ab6-b0c8bdc7b2c3 · outbound

This paper cites Self-supervised 3d skeleton action representation learning with motion con- sistency and continuity.

DuoCLR: Dual-Surrogate Contrastive Learning for Skeleton-based Human Action Segmentation Self-supervised 3d skeleton action representation learning with motion con- sistency and continuity

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T16:29:57.623617Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T16:29:56.930516Z digest=sha256:c53bf86a51a12dc9b84e93372fa128ce061858a61ad2f3d0565a477f56f3e485

Observation f71d69da-8855-4358-92ba-cf0d8942ecca · outbound

This paper cites Skeleton-contrastive 3d action representation learn- ing.

DuoCLR: Dual-Surrogate Contrastive Learning for Skeleton-based Human Action Segmentation Skeleton-contrastive 3d action representation learn- ing

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T16:29:57.606207Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T16:29:56.935731Z digest=sha256:25742e8a01e7187b8d537f145a9c7187e718c58d53ebd88d937d3efeb25629c7

Observation 2173a849-f9f7-4987-ad1b-f156bc475751 · outbound

This paper cites Stitch, contrast, and segment: Learning a human action segmentation model using trimmed skeleton videos.

DuoCLR: Dual-Surrogate Contrastive Learning for Skeleton-based Human Action Segmentation Stitch, contrast, and segment: Learning a human action segmentation model using trimmed skeleton videos

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T16:29:57.589648Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T16:29:56.941090Z digest=sha256:be63cdad90c36f89a200e65683999632dd9ff5199e9f077fbfe89ed6df2f09a2

Observation 0e157336-7bff-49b2-b903-48be7cc70724 · outbound

This paper cites Visualizing data using t-sne.Journal of machine learning research, 9 (11), 2008.

DuoCLR: Dual-Surrogate Contrastive Learning for Skeleton-based Human Action Segmentation Visualizing data using t-sne.Journal of machine learning research, 9 (11), 2008

Reference 40

Resolution
unresolved
no resolver link, observed 2026-08-15T16:29:56.947103Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T16:29:56.947103Z digest=sha256:7291af63ff1ac5c6fb7cbc3af2c14d1dc3b5f70780b1fd22660a5ed652408f1a

Observation e9dcaa38-9c1a-4709-907f-67a79b2e66da · outbound

This paper cites USDRL: Unified Skeleton-Based Dense Representation Learning with Multi-Grained Feature Decorrelation.

DuoCLR: Dual-Surrogate Contrastive Learning for Skeleton-based Human Action Segmentation USDRL: Unified Skeleton-Based Dense Representation Learning with Multi-Grained Feature Decorrelation

Reference 41

Resolution
unresolved
no resolver link, observed 2026-08-15T16:29:56.952532Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T16:29:56.952532Z digest=sha256:4930b750c4f83ced04cc5a0d862a91092617b2e240b26f133ee99b650e43a156

Observation a04d576c-9c2d-4887-ade9-6a9e510499c2 · outbound

This paper cites Scd- net: Spatiotemporal clues disentanglement network for self- supervised skeleton-based action recognition.

DuoCLR: Dual-Surrogate Contrastive Learning for Skeleton-based Human Action Segmentation Scd- net: Spatiotemporal clues disentanglement network for self- supervised skeleton-based action recognition

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T16:29:57.562169Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T16:29:56.965825Z digest=sha256:31f3654b751ba98fd7af9a6a79c4427d762153accdac934f95b9621b9bcffdf2

Observation 5fb5ccf3-c866-485d-8a1b-67a98e9fe804 · outbound

This paper cites Joint mixing data augmen- tation for skeleton-based action recognition.ACM Transac- tions on Multimedia Computing, Communications and Ap- plications, 2024.

DuoCLR: Dual-Surrogate Contrastive Learning for Skeleton-based Human Action Segmentation Joint mixing data augmen- tation for skeleton-based action recognition.ACM Transac- tions on Multimedia Computing, Communications and Ap- plications, 2024

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T16:29:57.544403Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T16:29:56.970952Z digest=sha256:730974a4477e9e1c75212775ca62ffe751a708f62dae175e2677368ea26bb757

Observation 17ff452e-1eca-4d38-8ef9-12178b95424f · outbound

This paper cites Generative action description prompts for skeleton-based action recognition.

DuoCLR: Dual-Surrogate Contrastive Learning for Skeleton-based Human Action Segmentation Generative action description prompts for skeleton-based action recognition

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T16:29:57.525013Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T16:29:56.978963Z digest=sha256:efccc61ae8d06b63bced125e2f66c7e357489e80492cbfeeb8d33727c71c0f1a

Observation 5cb14c4d-a0e0-4808-a790-b3bd428fcb42 · outbound

This paper cites Self-supervised spatiotemporal learning via video clip order prediction.

DuoCLR: Dual-Surrogate Contrastive Learning for Skeleton-based Human Action Segmentation Self-supervised spatiotemporal learning via video clip order prediction

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T16:29:57.506303Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T16:29:56.985451Z digest=sha256:47dd322201e5b8c164671f2d61d6aa9e76fcdd326fe8134b8d89f2effed92b0a

Observation f444fda4-93ba-48b6-9f9e-741c981cd5d1 · outbound

This paper cites Spatial tempo- ral graph convolutional networks for skeleton-based action recognition.

DuoCLR: Dual-Surrogate Contrastive Learning for Skeleton-based Human Action Segmentation Spatial tempo- ral graph convolutional networks for skeleton-based action recognition

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T16:29:57.487918Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T16:29:56.991116Z digest=sha256:4efe110ddef0b901054d870207ab717bc0a6e662349402cfc9a42f0ebd19c8a7

Observation 8fff1a35-ee85-4737-a3ff-23136393f281 · outbound

This paper cites UNIK: A Unified Framework for Real-world Skeleton-based Action Recognition.

DuoCLR: Dual-Surrogate Contrastive Learning for Skeleton-based Human Action Segmentation UNIK: A Unified Framework for Real-world Skeleton-based Action Recognition

Reference 47

Resolution
unresolved
no resolver link, observed 2026-08-15T16:29:56.996553Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T16:29:56.996553Z digest=sha256:3f09fd28b24d4fe8f37a5f4cfb92ccf6aebc046c3ddb03b7d7729e381cee653e

Observation 45122dc6-085e-45b4-835b-b6db25bfb58d · outbound

This paper cites Lac-latent action composition for skeleton-based ac- tion segmentation.

DuoCLR: Dual-Surrogate Contrastive Learning for Skeleton-based Human Action Segmentation Lac-latent action composition for skeleton-based ac- tion segmentation

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T16:29:57.463861Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T16:29:57.001899Z digest=sha256:8733d1d0482945394a9c02eda59a32868d4e3ef341a5da06ebaeffe32ba41d76

Observation e7026dd9-efe9-4b28-98fe-9df0ba4b97d2 · outbound

This paper cites Hierarchi- cal consistent contrastive learning for skeleton-based action recognition with growing augmentations.

DuoCLR: Dual-Surrogate Contrastive Learning for Skeleton-based Human Action Segmentation Hierarchi- cal consistent contrastive learning for skeleton-based action recognition with growing augmentations

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T16:29:57.439847Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T16:29:57.007766Z digest=sha256:4e4c199e1dbafe9170460fb79e802aa873d7e2ccdb5a63a2e0cf281bcd42a6a7

Observation 8a27bf3b-cfe8-47a0-9b52-96c0258a3834 · outbound

This paper cites Prompted con- trast with masked motion modeling: Towards versatile 3d ac- tion representation learning.

DuoCLR: Dual-Surrogate Contrastive Learning for Skeleton-based Human Action Segmentation Prompted con- trast with masked motion modeling: Towards versatile 3d ac- tion representation learning

Reference 50

Resolution
unresolved
no resolver link, observed 2026-08-15T16:29:57.014673Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T16:29:57.014673Z digest=sha256:2d97771953fee79978d1afc7d3e852d59c9da2f0cfe8fea343a706bf64e8a977

Observation 7b14bc5e-67d3-41f4-8839-1dc64c82b626 · outbound

This paper cites Shap-mix: shap- ley value guided mixing for long-tailed skeleton based ac- tion recognition.

DuoCLR: Dual-Surrogate Contrastive Learning for Skeleton-based Human Action Segmentation Shap-mix: shap- ley value guided mixing for long-tailed skeleton based ac- tion recognition

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T16:29:57.404881Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T16:29:57.021516Z digest=sha256:ccb4b8d82a6406bcf3cf5a3ffe18430b308ed12ec378aa89d24ec650b16ea41b

Observation 2fd3e691-d2a7-45c9-a06e-abc802e28873 · outbound

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

DuoCLR: Dual-Surrogate Contrastive Learning for Skeleton-based Human Action Segmentation Unsupervised representation learning with long-term dynamics for skeleton based action recognition

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T16:29:57.383652Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T16:29:57.027029Z digest=sha256:e4f5bfe4dbf0636fab735ee1232427660a6a1374c85e3ed2053737eb04d0136c

Observation a2c37193-de3e-4d76-b411-12a75f9c2243 · outbound

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

DuoCLR: Dual-Surrogate Contrastive Learning for Skeleton-based Human Action Segmentation Self-supervised action representation learning from partial spatio-temporal skeleton sequences

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T16:29:57.361114Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T16:29:57.033104Z digest=sha256:aa2744e68056bf1481b2213fdd130c01414c0e3eb310289d61eb4b5f3e8b6994

Observation f85c7ce8-eec1-45fc-810f-d7673a4523ef · outbound

This paper cites Modeling the relative visual tempo for self-supervised skeleton-based action recognition.

DuoCLR: Dual-Surrogate Contrastive Learning for Skeleton-based Human Action Segmentation Modeling the relative visual tempo for self-supervised skeleton-based action recognition

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T16:29:57.335743Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T16:29:57.039292Z digest=sha256:cf033d88d9bfd14dd86be8e69c820924d240c2c1e14c0127ac81ce4e3a4fef87

Pith citing papers

No inbound Pith citation observations are available.