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Paper Citation Record · LEDGER

How do Foundation Models Compare to Skeleton-Based Approaches for Gesture Recognition in Human-Robot Interaction?

As of 8 August 2026, this Paper Citation Record lists 67 of 67 outbound references and 0 inbound Pith citation observations for arXiv:2506.20795.

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

pith.paper-citation-record.v1
2506.20795 v1

Coverage vector

measured 67 of 67 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T22:47:34.476382Z

measured 67 of 67 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+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

67 of 67 outbound references displayed

  • verified exact1
  • verified fuzzy62
  • unresolved4
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 0977bb5c-e24f-49fa-9e11-2e0c24e2999a · outbound

This paper cites Tracking body and hands for gesture recognition: NATOPS aircraft handling signals database,.

How do Foundation Models Compare to Skeleton-Based Approaches for Gesture Recognition in Human-Robot Interaction? Tracking body and hands for gesture recognition: NATOPS aircraft handling signals database,

Reference 1

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verified fuzzy
raw_fallback, observed 2026-08-06T22:47:35.709166Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

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Observation 66f33768-a71e-4d02-a2d6-70156ab532f4 · outbound

This paper cites Visual recognition of traffic police gestures with convo- lutional pose machine and handcrafted features,.

How do Foundation Models Compare to Skeleton-Based Approaches for Gesture Recognition in Human-Robot Interaction? Visual recognition of traffic police gestures with convo- lutional pose machine and handcrafted features,

Reference 2

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verified fuzzy
raw_fallback, observed 2026-08-06T22:47:35.688198Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

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Observation ae249163-6d36-47fc-b4bf-441cd4781d13 · outbound

This paper cites Chinese traffic police gesture recognition based on graph convolutional network in natural scene,.

How do Foundation Models Compare to Skeleton-Based Approaches for Gesture Recognition in Human-Robot Interaction? Chinese traffic police gesture recognition based on graph convolutional network in natural scene,

Reference 3

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verified fuzzy
raw_fallback, observed 2026-08-06T22:47:35.655428Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

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Observation 158512e3-8fc1-4d27-ac7b-1257dbec263a · outbound

This paper cites Traffic control gesture recognition for au- tonomous vehicles,.

How do Foundation Models Compare to Skeleton-Based Approaches for Gesture Recognition in Human-Robot Interaction? Traffic control gesture recognition for au- tonomous vehicles,

Reference 4

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verified fuzzy
raw_fallback, observed 2026-08-06T22:47:35.628544Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T22:47:34.134162Z digest=sha256:a1740b9c936fa20e8caa88ef741568ef4eef663c6e9e630263c21d54fb97871e

Observation 31fc76d5-79b9-4df4-aa7e-d8b86a212ffa · outbound

This paper cites Learning deep and compact models for gesture recognition,.

How do Foundation Models Compare to Skeleton-Based Approaches for Gesture Recognition in Human-Robot Interaction? Learning deep and compact models for gesture recognition,

Reference 5

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verified fuzzy
raw_fallback, observed 2026-08-06T22:47:35.598438Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T22:47:34.139393Z digest=sha256:2593c2fae653624e2ea1c72ef7580de2dcebaad230a49b9a36576e4fd8fa3f28

Observation 4fa5628a-f2c3-40fa-8f26-33cc845ebed0 · outbound

This paper cites HGR-ViT: Hand gesture recognition with vision transformer,.

How do Foundation Models Compare to Skeleton-Based Approaches for Gesture Recognition in Human-Robot Interaction? HGR-ViT: Hand gesture recognition with vision transformer,

Reference 6

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verified fuzzy
raw_fallback, observed 2026-08-06T22:47:35.572660Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T22:47:34.145053Z digest=sha256:c01a8610436f997f2b56c60b99a36926d21c9996d11ee01c60cced4f6dd0aee5

Observation bbe65676-4035-4905-be46-0d598d564cd7 · outbound

This paper cites A transformer-based network for dynamic hand gesture recognition,.

How do Foundation Models Compare to Skeleton-Based Approaches for Gesture Recognition in Human-Robot Interaction? A transformer-based network for dynamic hand gesture recognition,

Reference 7

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raw_fallback, observed 2026-08-06T22:47:35.549144Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T22:47:34.150425Z digest=sha256:23377b906bc6e1bcec79efe928c8a4ded5717413dc0437b8b533fc65256a9da6

Observation f9da4b82-c700-4d74-a0c3-11ea6ee0adcf · outbound

This paper cites Dynamic gesture recognition based on LSTM-CNN,.

How do Foundation Models Compare to Skeleton-Based Approaches for Gesture Recognition in Human-Robot Interaction? Dynamic gesture recognition based on LSTM-CNN,

Reference 8

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raw_fallback, observed 2026-08-06T22:47:35.528268Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T22:47:34.156161Z digest=sha256:439d125e08d70ad03e266fde01bb9fe5fa5061c2e67c45207dda225882754f87

Observation 6ee1551e-9677-4c1f-829f-251deccfa48f · outbound

This paper cites Body gesture recognition to control a social mobile robot,.

How do Foundation Models Compare to Skeleton-Based Approaches for Gesture Recognition in Human-Robot Interaction? Body gesture recognition to control a social mobile robot,

Reference 9

Resolution
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raw_fallback, observed 2026-08-06T22:47:35.508697Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T22:47:34.160933Z digest=sha256:6149d61866276fbc214ea251fe9e0d1f757099f1c27fce3e28712f31c99eb421

Observation 33a5e70e-475b-4cd6-996c-d8b2ce51e5c7 · outbound

This paper cites A fast-response dynamic-static parallel attention GCN network for body–hand gesture recognition in HRI,.

How do Foundation Models Compare to Skeleton-Based Approaches for Gesture Recognition in Human-Robot Interaction? A fast-response dynamic-static parallel attention GCN network for body–hand gesture recognition in HRI,

Reference 10

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raw_fallback, observed 2026-08-06T22:47:35.487709Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T22:47:34.165582Z digest=sha256:8b089f1cffde6cb3f2e04f7415f45c5da6378096e8a646137e27c96724696cc1

Observation 1496d3c6-eb62-4f28-bf2e-119cc4707a0d · outbound

This paper cites MeTRAbs: Metric-scale truncation-robust heatmaps for absolute 3D human pose estimation,.

How do Foundation Models Compare to Skeleton-Based Approaches for Gesture Recognition in Human-Robot Interaction? MeTRAbs: Metric-scale truncation-robust heatmaps for absolute 3D human pose estimation,

Reference 11

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raw_fallback, observed 2026-08-06T22:47:35.469933Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T22:47:34.171013Z digest=sha256:e6ec8a8149260083eaa70e7181493b839dff34924193f5945f755ea60e0abacb

Observation 5215498f-55ee-45c6-8bc8-0ca073f1558f · outbound

This paper cites DINOv2: Learning robust visual features without supervision,.

How do Foundation Models Compare to Skeleton-Based Approaches for Gesture Recognition in Human-Robot Interaction? DINOv2: Learning robust visual features without supervision,

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:47:35.434782Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T22:47:34.180532Z digest=sha256:373f19e7df71f72e0d5fe0361b50abe9a3100f13e9b78e7f675f5c5b2a49c088

Observation d09ba8f9-2503-455c-8ca7-0be1b883778a · outbound

This paper cites The Gemini 2.0 model family,.

How do Foundation Models Compare to Skeleton-Based Approaches for Gesture Recognition in Human-Robot Interaction? The Gemini 2.0 model family,

Reference 14

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verified fuzzy
raw_fallback, observed 2026-08-06T22:47:35.418357Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T22:47:34.185998Z digest=sha256:d446ccdc620dd675e3b3d47f67ca953dd56fcf362fb53b0d38916797e0d1fa01

Observation 0eb3cd97-1fd5-43d9-a818-17d344f602c9 · outbound

This paper cites GPT-4: OpenAI’s language model,.

How do Foundation Models Compare to Skeleton-Based Approaches for Gesture Recognition in Human-Robot Interaction? GPT-4: OpenAI’s language model,

Reference 15

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verified fuzzy
raw_fallback, observed 2026-08-06T22:47:35.401586Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T22:47:34.191173Z digest=sha256:d8e41aaab1f872ec3e1bba6c43f5ca7acd382d669d12d9ad9d61f3c0948bd70a

Observation d9c5ec05-8374-4726-822d-161b0b5cbc8d · outbound

This paper cites Foundation Models for Video Understanding: A Survey.

How do Foundation Models Compare to Skeleton-Based Approaches for Gesture Recognition in Human-Robot Interaction? Foundation Models for Video Understanding: A Survey

Reference 16

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unresolved
no resolver link, observed 2026-08-06T22:47:34.195792Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T22:47:34.195792Z digest=sha256:147d9b75c37ebf40d148765c106a30e1a4f9e57b477a88d7b4ec5a5a17b843de

Observation 347b33eb-322d-46d9-bd16-228401e838c0 · outbound

This paper cites VideoGLUE: Video general understanding eval- uation of foundation models,.

How do Foundation Models Compare to Skeleton-Based Approaches for Gesture Recognition in Human-Robot Interaction? VideoGLUE: Video general understanding eval- uation of foundation models,

Reference 17

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raw_fallback, observed 2026-08-06T22:47:35.386609Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T22:47:34.200607Z digest=sha256:e1d35c26dd48840db593d0c3a5c69157f8a52d74a60d87ca8631a1cdc4067a9c

Observation dcb18920-72e7-4d01-8267-634b9f231402 · outbound

This paper cites Hierarchically decomposed graph convolutional networks for skeleton-based action recognition,.

How do Foundation Models Compare to Skeleton-Based Approaches for Gesture Recognition in Human-Robot Interaction? Hierarchically decomposed graph convolutional networks for skeleton-based 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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T22:47:34.205567Z digest=sha256:908e9a1f3e36b8b8960742c7ea5d5b8d2304da43968ac7c78d72408f3053154e

Observation b74372b2-9cdd-4198-865b-03ea26734a8c · outbound

This paper cites Gemini: A Family of Highly Capable Multimodal Models.

How do Foundation Models Compare to Skeleton-Based Approaches for Gesture Recognition in Human-Robot Interaction? Gemini: A Family of Highly Capable Multimodal Models

Reference 19

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no resolver link, observed 2026-08-06T22:47:34.210136Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T22:47:34.210136Z digest=sha256:e1f7022873083fc818167c4f972ba3151061c33e2981b248894340d585d14595

Observation 86d67e9c-5883-440f-b3bc-5ecac193994d · outbound

This paper cites Gesture recognition: A survey,.

How do Foundation Models Compare to Skeleton-Based Approaches for Gesture Recognition in Human-Robot Interaction? Gesture recognition: A survey,

Reference 20

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verified fuzzy
raw_fallback, observed 2026-08-06T22:47:35.356152Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T22:47:34.214957Z digest=sha256:f6cae355aa14df12e6dec53e6aeb0c15bf665e513c598060b65f44c76083443d

Observation eacd6685-8483-4597-99fe-4a68966568a0 · outbound

This paper cites Survey on hand gesture recognition from visual input,.

How do Foundation Models Compare to Skeleton-Based Approaches for Gesture Recognition in Human-Robot Interaction? Survey on hand gesture recognition from visual input,

Reference 21

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raw_fallback, observed 2026-08-06T22:47:35.341443Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T22:47:34.220089Z digest=sha256:3b4e26787441fafcd0933de3b1422c48fa4bfce48158108b608313976de1da8f

Observation 7e2911a4-eaf8-45e4-9f88-22540789d3a5 · outbound

This paper cites Computer vision-based hand gesture recognition for human-robot interaction: A review,.

How do Foundation Models Compare to Skeleton-Based Approaches for Gesture Recognition in Human-Robot Interaction? Computer vision-based hand gesture recognition for human-robot interaction: A review,

Reference 22

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raw_fallback, observed 2026-08-06T22:47:35.326795Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T22:47:34.224610Z digest=sha256:e9e4cf06a5b714f242030126b84b3a701d67192e4b9502820e6b4e02f5ad4f96

Observation 8f661806-8e1b-40ac-b7b0-c3bfbba05190 · outbound

This paper cites Robust dynamic gesture recognition at ultra-long distances,.

How do Foundation Models Compare to Skeleton-Based Approaches for Gesture Recognition in Human-Robot Interaction? Robust dynamic gesture recognition at ultra-long distances,

Reference 23

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verified fuzzy
raw_fallback, observed 2026-08-06T22:47:35.311370Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T22:47:34.230419Z digest=sha256:adf039baf645acb780ad4f697c1e02f2b61d2af3223a3f72912ac310171acfd0

Observation 664f1231-e18b-4ac9-9e4b-c0c4d8f3fd73 · outbound

This paper cites UA V-GESTURE: A dataset for UA V control and gesture recognition,.

How do Foundation Models Compare to Skeleton-Based Approaches for Gesture Recognition in Human-Robot Interaction? UA V-GESTURE: A dataset for UA V control and gesture recognition,

Reference 24

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raw_fallback, observed 2026-08-06T22:47:35.295687Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T22:47:34.236928Z digest=sha256:5ec30f9f6957e1aec6d4ec98fb0cf2dfc1709b05fbc4dab44a6324425cd1f9a5

Observation be199989-a71c-4b23-96de-2199859f8480 · outbound

This paper cites An overview of hand gesture languages for autonomous UA V handling,.

How do Foundation Models Compare to Skeleton-Based Approaches for Gesture Recognition in Human-Robot Interaction? An overview of hand gesture languages for autonomous UA V handling,

Reference 25

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verified fuzzy
raw_fallback, observed 2026-08-06T22:47:35.278652Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T22:47:34.241668Z digest=sha256:8bbfa7d1eb16e5589ccf8a755da028828f6250cc03eebdfad74e2e0cc658196a

Observation b33a1ad4-2546-4a8b-b705-be44c9e42d34 · outbound

This paper cites Synthetic-to-real domain adaptation for action recognition: A dataset and baseline performances,.

How do Foundation Models Compare to Skeleton-Based Approaches for Gesture Recognition in Human-Robot Interaction? Synthetic-to-real domain adaptation for action recognition: A dataset and baseline performances,

Reference 26

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verified fuzzy
raw_fallback, observed 2026-08-06T22:47:35.263562Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T22:47:34.246871Z digest=sha256:e7a34c3e7a1bb4d5e9774f4d845eca39c56135736034ac0d883be0b5a0d6fd2a

Observation c1ffb636-c25d-4916-9f0b-a729c0afb206 · outbound

This paper cites Real-time multi-modal hu- man–robot collaboration using gestures and speech,.

How do Foundation Models Compare to Skeleton-Based Approaches for Gesture Recognition in Human-Robot Interaction? Real-time multi-modal hu- man–robot collaboration using gestures and speech,

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:47:35.248672Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T22:47:34.251598Z digest=sha256:a07d6a6677c29430a5773cea9a2522dfe13e1bf47b7ea8205e75503f6445bd74

Observation 9a615138-cec4-444e-bba4-f4eada77bb21 · outbound

This paper cites Vision-based hand gesture recognition for human- robot collaboration: A survey,.

How do Foundation Models Compare to Skeleton-Based Approaches for Gesture Recognition in Human-Robot Interaction? Vision-based hand gesture recognition for human- robot collaboration: A survey,

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:47:35.233176Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T22:47:34.257266Z digest=sha256:2a90caee7f1243984a49a6ce95db14c71a0c0e13458d3d5d5b0c9f8e4aa45608

Observation 450207d8-ac34-4a1d-9a40-1e4d1d70da84 · outbound

This paper cites A human-centered approach to robot gesture based communication within collaborative working processes,.

How do Foundation Models Compare to Skeleton-Based Approaches for Gesture Recognition in Human-Robot Interaction? A human-centered approach to robot gesture based communication within collaborative working processes,

Reference 29

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raw_fallback, observed 2026-08-06T22:47:35.217984Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T22:47:34.262973Z digest=sha256:294c2e4dd1cf04b17d15f564680e58c82e44e934e1f51dc423f05bca1d4a6ba9

Observation 9b76d27a-6b23-46b4-b707-bdd892de1dfd · outbound

This paper cites FollowMe: Person following and gesture recognition with a quadrocopter,.

How do Foundation Models Compare to Skeleton-Based Approaches for Gesture Recognition in Human-Robot Interaction? FollowMe: Person following and gesture recognition with a quadrocopter,

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:47:35.203076Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T22:47:34.268038Z digest=sha256:a70b1dba69a8ed233c197e600196335e549428a6d7927d0a66b0e7ac1e9fbf1c

Observation 484d3b1c-fe4c-4f57-90e3-92b0d2c43b0d · outbound

This paper cites Innovative collabora- tive method for interaction between a human operator and robotic manipulator using pointing gestures,.

How do Foundation Models Compare to Skeleton-Based Approaches for Gesture Recognition in Human-Robot Interaction? Innovative collabora- tive method for interaction between a human operator and robotic manipulator using pointing gestures,

Reference 31

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verified fuzzy
raw_fallback, observed 2026-08-06T22:47:35.188228Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T22:47:34.273173Z digest=sha256:646bc51c65676b62b1a78690de6cb0da8ef959b995c35e5e17b4c36c5f365de0

Observation d94bc3d9-533d-4b0a-b54d-c82810c87d07 · outbound

This paper cites Gesture recognition for human-robot collab- oration: A review,.

How do Foundation Models Compare to Skeleton-Based Approaches for Gesture Recognition in Human-Robot Interaction? Gesture recognition for human-robot collab- oration: A review,

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:47:35.172444Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T22:47:34.278338Z digest=sha256:4e8f290f0b46563c4093a4f79cb9be2eabbc33d9f01db0e0008d741fd23e502d

Observation c7c678dc-bfc5-46c9-a1e2-cf44bff74945 · outbound

This paper cites Application of human activity/action recognition: A review,.

How do Foundation Models Compare to Skeleton-Based Approaches for Gesture Recognition in Human-Robot Interaction? Application of human activity/action recognition: A review,

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:47:35.156090Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T22:47:34.283412Z digest=sha256:90509497e7417d737c8b5d670c4be565b37d44bb3c3897fcd6a4df6256d9c314

Observation 4feace59-7424-43a4-bb02-7e2abd8f8d0e · outbound

This paper cites A survey on vision-based human action recognition,.

How do Foundation Models Compare to Skeleton-Based Approaches for Gesture Recognition in Human-Robot Interaction? A survey on vision-based human action recognition,

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:47:35.141108Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T22:47:34.288538Z digest=sha256:0c070cd43d133f66791829a7fdf12b80760fd46d4ed2029591a906414dd93120

Observation 71a1ccaa-aa8b-40e4-9077-2e0f03d0d14d · outbound

This paper cites Review of dynamic gesture recognition,.

How do Foundation Models Compare to Skeleton-Based Approaches for Gesture Recognition in Human-Robot Interaction? Review of dynamic gesture recognition,

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:47:35.125979Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T22:47:34.293463Z digest=sha256:ddd9228b281a4f00e4a3d4eba6fc5fe0bd53b902b9c33b9ae75d0795d4d193c8

Observation f3b2c91b-4fb0-423e-a6c2-25af3919e41f · outbound

This paper cites Recent advances of monocular 2D and 3D human pose estimation: A deep learning perspective,.

How do Foundation Models Compare to Skeleton-Based Approaches for Gesture Recognition in Human-Robot Interaction? Recent advances of monocular 2D and 3D human pose estimation: A deep learning perspective,

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:47:35.111329Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T22:47:34.298490Z digest=sha256:59b1d9bcdc32ab72152b28ebe1a9a40431e317e8b248953df10a5199d1c184bc

Observation e9b2ca8b-8173-4f79-862c-afa716837c95 · outbound

This paper cites TSGCNeXt: Dynamic-Static Multi-Graph Convolution for Efficient Skeleton-Based Action Recognition with Long-term Learning Potential.

How do Foundation Models Compare to Skeleton-Based Approaches for Gesture Recognition in Human-Robot Interaction? TSGCNeXt: Dynamic-Static Multi-Graph Convolution for Efficient Skeleton-Based Action Recognition with Long-term Learning Potential

Reference 37

Resolution
verified exact
local_arxiv, observed 2026-08-06T22:47:34.575065Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T22:47:34.303574Z digest=sha256:8cc76e22452d2837185bac37301b15bb9dc3b0bcb7d826e36a9ba80e09ffb4e5

Observation b637ffe5-3968-4e69-8420-96a331fe8d65 · outbound

This paper cites Language knowledge-assisted in topology construction for skeleton-based action recognition,.

How do Foundation Models Compare to Skeleton-Based Approaches for Gesture Recognition in Human-Robot Interaction? Language knowledge-assisted in topology construction for skeleton-based action recognition,

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:47:35.095267Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T22:47:34.309673Z digest=sha256:c4ce82c58ece124c9198443eb288d49dc009f6a5338511f181d173baa18e98d8

Observation 10a3a20a-ab40-4ec4-bf79-2471350287f9 · outbound

This paper cites ViPLO: Vision transformer based pose-conditioned self-loop graph for human-object interaction detection,.

How do Foundation Models Compare to Skeleton-Based Approaches for Gesture Recognition in Human-Robot Interaction? ViPLO: Vision transformer based pose-conditioned self-loop graph for human-object interaction detection,

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:47:35.079588Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T22:47:34.314531Z digest=sha256:6998ea69ae3ad7f18c4bd4b538cf1e79639c17256b1403a87f32df13e474fb34

Observation 5c16073d-a9ea-433a-8d72-901bef64f425 · outbound

This paper cites SkeleTR: Towards skeleton-based action recogni- tion in the wild,.

How do Foundation Models Compare to Skeleton-Based Approaches for Gesture Recognition in Human-Robot Interaction? SkeleTR: Towards skeleton-based action recogni- tion in the wild,

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:47:35.064019Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T22:47:34.319102Z digest=sha256:0ba33a9eb162d2265a411dd3c29868013216639baed5e006c9fe98f38261a183

Observation a8b748bc-5640-400e-887f-596d71a1d7ac · outbound

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

How do Foundation Models Compare to Skeleton-Based Approaches for Gesture Recognition in Human-Robot Interaction? SkeletonMAE: Graph-based masked autoencoder for skeleton sequence pre-training,

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:47:35.049206Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T22:47:34.323421Z digest=sha256:2a0df81e208fbaef8ccd9647349f0130ba36bdcb0c57b663bca51ef472d38b40

Observation fbc2e1a0-8d1f-4add-bac4-23d464de3bf6 · outbound

This paper cites MotionGPT: Human motion as a foreign language,.

How do Foundation Models Compare to Skeleton-Based Approaches for Gesture Recognition in Human-Robot Interaction? MotionGPT: Human motion as a foreign language,

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:47:35.032955Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T22:47:34.328303Z digest=sha256:db5d53c10c186041dd4a8e5d22a8925fd0801d054ae5ed469dc447f934b58206

Observation 7642b5bc-145e-42e0-868b-d97f136f5bf3 · outbound

This paper cites MotionGPT-2: A General-Purpose Motion-Language Model for Motion Generation and Understanding.

How do Foundation Models Compare to Skeleton-Based Approaches for Gesture Recognition in Human-Robot Interaction? MotionGPT-2: A General-Purpose Motion-Language Model for Motion Generation and Understanding

Reference 43

Resolution
unresolved
no resolver link, observed 2026-08-06T22:47:34.333588Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T22:47:34.333588Z digest=sha256:bc288c6e047d3f43ca992148f9dcc0c3434b320b15129e13cbe3e366137093a4

Observation 069cdd13-5cd2-4aff-9f27-abe37f255a06 · outbound

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

How do Foundation Models Compare to Skeleton-Based Approaches for Gesture Recognition in Human-Robot Interaction? Spatial temporal graph convolutional networks for skeleton-based action recognition,

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:47:35.014932Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T22:47:34.338903Z digest=sha256:dab22782e5ac7364db03fe9e4ee1fb32f0e4beb103ef557fbb462644ab911b32

Observation e6b5e9e6-cf07-4ddc-88f8-f92648392fe6 · outbound

This paper cites Learning 3D human pose estimation from dozens of datasets using a geometry-aware autoencoder to bridge between skeleton formats,.

How do Foundation Models Compare to Skeleton-Based Approaches for Gesture Recognition in Human-Robot Interaction? Learning 3D human pose estimation from dozens of datasets using a geometry-aware autoencoder to bridge between skeleton formats,

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:47:34.998701Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T22:47:34.343794Z digest=sha256:e1afcf68eb1368efe5e633168ec8e7975df6455f84ef1f54f023c6a1fa0932cf

Observation b8e11ffb-4353-423b-af67-833eb7cbf646 · outbound

This paper cites Systematic comparison of projection methods for monocular 3D human pose estimation on fisheye images,.

How do Foundation Models Compare to Skeleton-Based Approaches for Gesture Recognition in Human-Robot Interaction? Systematic comparison of projection methods for monocular 3D human pose estimation on fisheye images,

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:47:34.982177Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T22:47:34.348854Z digest=sha256:df44b973df3cb71a2665b2ebfb55a69745c3a77bf2eb642030c27393fb93e8fb

Observation ac32afb2-59f7-47b2-afb8-4e4c2b41ef03 · outbound

This paper cites A proposed set of communicative gestures for human robot interaction and an RGB image-based gesture recognizer implemented in ROS,.

How do Foundation Models Compare to Skeleton-Based Approaches for Gesture Recognition in Human-Robot Interaction? A proposed set of communicative gestures for human robot interaction and an RGB image-based gesture recognizer implemented in ROS,

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:47:34.967616Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T22:47:34.354122Z digest=sha256:2acc18078b5f10b908acec349e454a3fe6644cd639ae07df12f821f1729822fc

Observation 3abb77d3-388f-4912-9009-bd78ffebcb8d · outbound

This paper cites Skeleton-based action and gesture recognition for human-robot collaboration,.

How do Foundation Models Compare to Skeleton-Based Approaches for Gesture Recognition in Human-Robot Interaction? Skeleton-based action and gesture recognition for human-robot collaboration,

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:47:34.952193Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T22:47:34.359113Z digest=sha256:e4a0b5b1290a05429d1378effe144704ca52434dafc048d07aab9d094ccec1f3

Observation 8e122873-a551-476d-b58c-ecc45ff5b8e2 · outbound

This paper cites Recognizing actions by shape- motion prototype trees,.

How do Foundation Models Compare to Skeleton-Based Approaches for Gesture Recognition in Human-Robot Interaction? Recognizing actions by shape- motion prototype trees,

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:47:34.937353Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T22:47:34.364376Z digest=sha256:c1850b2aca3a1d21f8195562e006a5a39ee09f8671c0a045bb22140751d1ea2d

Observation a8975777-5710-4c32-ae6e-6383083a1213 · outbound

This paper cites Fast gesture recognition with multiple stream discrete HMMs on 3D skeletons,.

How do Foundation Models Compare to Skeleton-Based Approaches for Gesture Recognition in Human-Robot Interaction? Fast gesture recognition with multiple stream discrete HMMs on 3D skeletons,

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:47:34.922092Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T22:47:34.369733Z digest=sha256:81f640f1071192077af9b6e108b0b35b33e4090f22fd3d11861346c43234e17e

Observation cb828371-08cd-4aad-a15e-7e3b16941824 · outbound

This paper cites A full-body gesture database for automatic gesture recognition,.

How do Foundation Models Compare to Skeleton-Based Approaches for Gesture Recognition in Human-Robot Interaction? A full-body gesture database for automatic gesture recognition,

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:47:34.904945Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T22:47:34.375542Z digest=sha256:8288255fe44b549db4a023676a4dd0191462095267b77879165014863b09e1c1

Observation c42f95e3-2662-418e-8acf-6a2368d1c3ee · outbound

This paper cites Towards controlling mobile robot using upper human body gesture based on convolutional neural network,.

How do Foundation Models Compare to Skeleton-Based Approaches for Gesture Recognition in Human-Robot Interaction? Towards controlling mobile robot using upper human body gesture based on convolutional neural network,

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:47:34.888881Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T22:47:34.380576Z digest=sha256:0460a466e485c32b4a89084231e908f8df7b8b4ef4443ab07d7601d7f896eb36

Observation 4bac6635-313a-420c-b474-1e9a1dc1d760 · outbound

This paper cites Self-feedback DETR for temporal action detection,.

How do Foundation Models Compare to Skeleton-Based Approaches for Gesture Recognition in Human-Robot Interaction? Self-feedback DETR for temporal action detection,

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:47:34.873280Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T22:47:34.385734Z digest=sha256:3814d886fbaa462ec43083ddff962ebde20afba8ca821d384c558fbb5aeeafef

Observation 4c2051cb-67cb-49cb-9391-fa93773ad4e2 · outbound

This paper cites Cross-modal learning with 3D deformable attention for action recognition,.

How do Foundation Models Compare to Skeleton-Based Approaches for Gesture Recognition in Human-Robot Interaction? Cross-modal learning with 3D deformable attention for action recognition,

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:47:34.856474Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T22:47:34.391589Z digest=sha256:41f2db419b49252d8b902942479e44ebcbbd236dc8a35f89e0c75c6e4e35addb

Observation 87a6f8ba-3dc3-46bf-b81c-96e4308f2a61 · outbound

This paper cites Zero-shot action recogni- tion in videos: A survey,.

How do Foundation Models Compare to Skeleton-Based Approaches for Gesture Recognition in Human-Robot Interaction? Zero-shot action recogni- tion in videos: A survey,

Reference 55

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:47:34.839879Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T22:47:34.396256Z digest=sha256:cc6c46e9112db418946b5820d8312a60eb4c2b3b6c3e790ff7c728b048b9a8e6

Observation ea6f2901-632f-430f-8abf-77ddc6242010 · outbound

This paper cites Foundation model and temporal priors-guided trans- ductive few-shot action recognition,.

How do Foundation Models Compare to Skeleton-Based Approaches for Gesture Recognition in Human-Robot Interaction? Foundation model and temporal priors-guided trans- ductive few-shot action recognition,

Reference 56

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:47:34.822677Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T22:47:34.400974Z digest=sha256:44e3de5f531c4ea691a1dea70301f535887e900a751dd6d2844a51b35866455f

Observation 979f49a6-982a-44ab-87c1-065bde4323a8 · outbound

This paper cites Few-shot Action Recognition with Captioning Foundation Models.

How do Foundation Models Compare to Skeleton-Based Approaches for Gesture Recognition in Human-Robot Interaction? Few-shot Action Recognition with Captioning Foundation Models

Reference 57

Resolution
unresolved
no resolver link, observed 2026-08-06T22:47:34.406553Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T22:47:34.406553Z digest=sha256:e3111dad0ef851165028de966b9c08a5e08fa8976d70d85ca73a44a39dbfeb4a

Observation 0ebb0d85-1253-4463-b274-983251aadb4f · outbound

This paper cites An evaluation of large pre-trained models for gesture recognition using synthetic videos,.

How do Foundation Models Compare to Skeleton-Based Approaches for Gesture Recognition in Human-Robot Interaction? An evaluation of large pre-trained models for gesture recognition using synthetic videos,

Reference 58

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:47:34.804575Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T22:47:34.412765Z digest=sha256:08a19015144791ba7f53b413cfaf3e201a3213f527634307f91f5a0d1c5574d8

Observation 2fd1c87e-3555-49bb-9d1f-95391ffaca98 · outbound

This paper cites motpy – simple multi object tracking library,.

How do Foundation Models Compare to Skeleton-Based Approaches for Gesture Recognition in Human-Robot Interaction? motpy – simple multi object tracking library,

Reference 59

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:47:34.788556Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T22:47:34.418521Z digest=sha256:298c363cdd71de1bf1f12fc06ab4bc656fe7422ba2ad8744cd3bfbd45972389d

Observation a3403f9f-f524-4b28-94de-1591048e5b99 · outbound

This paper cites NTU RGB+D 120: A large-scale benchmark for 3D human activity understanding,.

How do Foundation Models Compare to Skeleton-Based Approaches for Gesture Recognition in Human-Robot Interaction? NTU RGB+D 120: A large-scale benchmark for 3D human activity understanding,

Reference 60

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:47:34.771845Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T22:47:34.425194Z digest=sha256:c1635af7a217cac8037ebad18235b139aa6daf2ca36e51fd415d1d4dc0aea72e

Observation b673f224-615e-4016-9b0a-825f683ac416 · outbound

This paper cites DeGCN: Deformable graph convolutional net- works for skeleton-based action recognition,.

How do Foundation Models Compare to Skeleton-Based Approaches for Gesture Recognition in Human-Robot Interaction? DeGCN: Deformable graph convolutional net- works for skeleton-based action recognition,

Reference 61

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:47:34.755000Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T22:47:34.430999Z digest=sha256:54a36ce20c44606c56c8aaf6011b203c147ae943f61f511e90bb9e579870bfbe

Observation 95486799-7c33-4432-8444-9ef4b158f1a7 · outbound

This paper cites An image is worth 16x16 words: Transform- ers for image recognition at scale,.

How do Foundation Models Compare to Skeleton-Based Approaches for Gesture Recognition in Human-Robot Interaction? An image is worth 16x16 words: Transform- ers for image recognition at scale,

Reference 62

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:47:34.732595Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T22:47:34.436642Z digest=sha256:4f37ad4dc1cd75d9397dffa45c465e4b24bb2eed600c552ac9671a34ab36c303

Observation ce3c6c03-a770-4e3b-8098-eeece54c8379 · outbound

This paper cites A comprehensive review of YOLO architectures in computer vision: From YOLOv1 to YOLOv8 and YOLO-NAS,.

How do Foundation Models Compare to Skeleton-Based Approaches for Gesture Recognition in Human-Robot Interaction? A comprehensive review of YOLO architectures in computer vision: From YOLOv1 to YOLOv8 and YOLO-NAS,

Reference 63

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:47:34.712481Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T22:47:34.443251Z digest=sha256:9cba05a414643f2732fd90022ed33ef340888a12309e125675eb83172ed8b7e6

Observation 41549042-a334-4da0-a101-2209ee975848 · outbound

This paper cites Mask R-CNN,.

How do Foundation Models Compare to Skeleton-Based Approaches for Gesture Recognition in Human-Robot Interaction? Mask R-CNN,

Reference 64

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:47:34.694767Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T22:47:34.449123Z digest=sha256:6b7592c8e7dc4619943fae010748cfb7c24044f201f6f453fac25fa8a2b3f4ff

Observation 4130f14f-5326-4a80-9fb3-3acf11f9cfa1 · outbound

This paper cites Revisiting feature prediction for learning visual representations from video,.

How do Foundation Models Compare to Skeleton-Based Approaches for Gesture Recognition in Human-Robot Interaction? Revisiting feature prediction for learning visual representations from video,

Reference 65

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:47:35.452383Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T22:47:34.455154Z digest=sha256:6816c1adc7db8c8a863d204ccf054355a8782e61cd6b1beb02b8caefa381c792

Observation 56cbf492-f6af-4605-940f-70fb17cc15d1 · outbound

This paper cites Video-MME: The first-ever comprehensive evaluation benchmark of multi-modal LLMs in video analysis,.

How do Foundation Models Compare to Skeleton-Based Approaches for Gesture Recognition in Human-Robot Interaction? Video-MME: The first-ever comprehensive evaluation benchmark of multi-modal LLMs in video analysis,

Reference 66

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:47:34.676310Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T22:47:34.464140Z digest=sha256:90a7f1e5fd0006ebae46fc8006da7b6d92fbee7620ab404a22365404cc3ddfa0

Observation 7a37d2ec-08ec-4894-8c94-9cd885153725 · outbound

This paper cites Mistral 7B,.

How do Foundation Models Compare to Skeleton-Based Approaches for Gesture Recognition in Human-Robot Interaction? Mistral 7B,

Reference 67

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:47:34.654857Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T22:47:34.470001Z digest=sha256:73611584d7f400c8651ac74c7ae31b06e68dfea9a610bde70e32aabdefb2b441

Observation c56fc7a1-a5e0-41ba-ab39-f401ab6dd02e · outbound

This paper cites 3D human pose estimation in video with temporal convolutions and semi-supervised training,.

How do Foundation Models Compare to Skeleton-Based Approaches for Gesture Recognition in Human-Robot Interaction? 3D human pose estimation in video with temporal convolutions and semi-supervised training,

Reference 68

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raw_fallback, observed 2026-08-06T22:47:34.636984Z

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source=pdf_text observed=2026-08-06T22:47:34.476382Z digest=sha256:0208a25389491bfb0abf10eb76a4a360592333ff564c17bbbc5c36d2f7b8bfa6

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