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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 16 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 2026-08-16T06:30:59.297886+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

67 of 67 outbound references displayed

  • verified exact1
  • verified fuzzy62
  • unresolved4
  • parse uncertain0
  • malformed identifier0
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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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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 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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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 2026-08-16T06:30:59.297886+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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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 2026-08-16T06:30:59.297886+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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T22:47:34.134162Z digest=sha256:2f4b7d05c7a0234339d3f20ca495d74109dea02a552efe7845294950f94a9e0c

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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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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T22:47:34.139393Z digest=sha256:45e2a0e367d3d2411e1b3d2be9a77e66f83b1014bd4811f50c3b916ec5d330fc

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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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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T22:47:34.145053Z digest=sha256:27ed612161f0c323a0b0c3b6621e0c745bc9bb7096549a7e11a34abbc60f68ca

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T22:47:34.150425Z digest=sha256:bf7d3a724ade960bc234a39ac53e27274a0a755ca8b04e6e31693c2de72647b6

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T22:47:34.156161Z digest=sha256:51270c9edd3db1f5b069b8887e9a045aa8c7820ed2a9ee52e4c3f579c28b27c0

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

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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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T22:47:34.160933Z digest=sha256:f73e576ff8666ad31ded52bd9c9b19ad62ff67d8a6d33def468a0756fbfccc31

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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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=2026-08-06T22:47:34.165582Z digest=sha256:a27bcea3e5d9e66f71cc7547dffe994ee9864fb6709e7d622443a21fc32b0b2a

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T22:47:34.171013Z digest=sha256:6d0696988ce1e2d2c7073e0b8b168cc8d8593d93a46cb23b119048db3a8799f5

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
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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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T22:47:34.180532Z digest=sha256:15070fa5435c99f4469983ac8696fefa1051817c81edd12deae600ff2db34ee6

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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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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T22:47:34.185998Z digest=sha256:5a51c0646a6a3eac259005558069c67afc8e046b9988038d286c1fd116e8cb99

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T22:47:34.191173Z digest=sha256:4d3055264fbb504f1b07406ab5fcee5d924c6c5fb7cf9f9bef948d45ff22ad13

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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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=sha256:6f939f1e77c41617a6155489078aa654d2b39dfbdb0bf86761026bbfe8616ad8

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T22:47:34.200607Z digest=sha256:3eba93cb014ed76eafc59946c171ec33829abd0fcbf63cdb211d9938abac9520

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T22:47:34.205567Z digest=sha256:a79ac9fc687a73d7f01411b10e9165c53eb72a4edb83a9eaa8de575da49df289

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=sha256:32980846bdba9d09dedf1d13ee4ab374531d85866b65a39e77a20b6b6db22973

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T22:47:34.214957Z digest=sha256:ee4963083956c957e83f4b915580d1931f98726bc73d5741a6a1cd76db755236

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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verified fuzzy
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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T22:47:34.220089Z digest=sha256:84213b076aed1cf7aa7e57a3683d82afc744f43757f0ee9dd1f74644cb4ad6e1

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T22:47:34.224610Z digest=sha256:fca5200659c930e8a30c0b12f5645fb675eaefe5cb109f7bb42f8e04a6e2601d

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T22:47:34.230419Z digest=sha256:d32428ccb65c3298ab5fb0e6b6de0218fea71763dad2c21b8387f3d5c45fa030

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T22:47:34.236928Z digest=sha256:d072a154b66fb5f92bf79630bbc4f78cab641a6fe969dc7c124fc89c7fbb5d35

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T22:47:34.241668Z digest=sha256:ad2094585a936d797536ce2d46c6f495f92e9c936128d08629ec0c8cbcaad5af

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T22:47:34.246871Z digest=sha256:0de2a0d9d65001ab2466d11ac25432f96b72a67ba4f8ee80a4cb53a54a5f0560

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

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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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T22:47:34.251598Z digest=sha256:e56c0141d4c917a17fc19544127d90c7e30e2bb77c8aa19d0adc5758633ffb3e

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T22:47:34.257266Z digest=sha256:9ca539d895b45636bc9609057dda42b012ba44878cc304d0b418700559924dc7

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T22:47:34.262973Z digest=sha256:0e06dfac349e01b36d8e244e6dcac09b2545072212ed8432326dbcdf67d7d17d

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T22:47:34.268038Z digest=sha256:230bd7ee9aaa1c7a34eb4667d34df523ecc744866998d5dfa3c5df696ef4ef90

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T22:47:34.273173Z digest=sha256:291bc28ebeeb4d5b67dc04124e6d2b49f55d6938ab799467258f316cd734fd60

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

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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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T22:47:34.278338Z digest=sha256:c803563bb187764965cb0612a3a28958cc2707531cf893ccc660263fdcea64d0

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T22:47:34.283412Z digest=sha256:7ec5b841c17eee6b5fbcd0add3fa63988a20fbdd75f8231cbbb22c4b635820cf

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T22:47:34.288538Z digest=sha256:ad055728b2db93506eb13e10069aefcca8f10771af3fc16ac6d1af6870f8779f

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T22:47:34.293463Z digest=sha256:87d5437d4692fee4a62b02d6aa8552af07517fff561f9283e15d4e97faaff448

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T22:47:34.298490Z digest=sha256:44018d5fb640c385a310f83bf475e35b42746e5f370684310e140979d3aef0fb

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T22:47:34.303574Z digest=sha256:174e95d2c29c0cfc1c1ab2de12052fcf5c351d385341d290cdbfb9c09dcba7d7

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T22:47:34.309673Z digest=sha256:f124731522a65b6278a96809a5fbe8686318235cb6e5b86de6ce392716242a07

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T22:47:34.314531Z digest=sha256:5bda6ca0b47c9b02425bddac419fa55f708cf0e251c4a5c77efe1186463724c0

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T22:47:34.319102Z digest=sha256:8485d917706b3fc30144399ce42fd8c4756170ebeb3f9efb239927645b31db39

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T22:47:34.323421Z digest=sha256:4b55946d786915a8c909e00a51fb4812a7130d43e065ab0a97d207d5b2e4d91c

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T22:47:34.328303Z digest=sha256:eb3513cf6e796bdcae2baadcf770a8183efb5f12eb4527db1e8f3ae309905491

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=sha256:69186047de6577e298ef98e622b6b1d9dc5cb2ff1e3094f49f2e977fe763793f

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T22:47:34.338903Z digest=sha256:16d09c605a21aa3bd10c49dbdaa00b64bab0007631f6b2822e5f698cbf9fa882

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T22:47:34.343794Z digest=sha256:3738c66df3eb661830742d199aa0d5d819dd7a8882a2872d1f799951c5a43a98

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T22:47:34.348854Z digest=sha256:02b946867cc80c166e22ac51abf711092abbd5e905ec4bfd509c51efd8fff151

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T22:47:34.354122Z digest=sha256:a0d5995edc7a0288e80f1879791446e9e63a2b213fec2532c7d4343bf78050c2

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T22:47:34.359113Z digest=sha256:9c359471a9a61c062ab49f2beb75b23a1dff3ddd64a90e874541cf407d153b18

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T22:47:34.364376Z digest=sha256:a0d6c78029d9ec7b4e7efae3b396d27c8496b2d77f7139dbe24dc4704d3fe00d

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T22:47:34.369733Z digest=sha256:1a40aeb0e451926c5f374f238c293f65ade60c366225351b5e4bb4cf88eb9fb1

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T22:47:34.375542Z digest=sha256:e7bcb89651ba8cdea524ddf90c301d91c9a400e1883675c7683e59f2868618ad

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T22:47:34.380576Z digest=sha256:07046c732a360c13b8736143b6c162e7c7b4ccba23b3cb3831f919583c317237

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T22:47:34.385734Z digest=sha256:f86556eda32641db870dba6565da658bb3b40023723b67c9df3b4396b1180b4b

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T22:47:34.391589Z digest=sha256:b8079e2c672d94eaf31366bbbf988b79db4b92fa23cb7379b1e14e0ce0c9b8f1

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T22:47:34.396256Z digest=sha256:932f0d288173c0f8dc828a48d3608ac3ec43b9c81a4256595e69e5681934e26d

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T22:47:34.400974Z digest=sha256:5a61f0999f42ae2c9eb9ed1fc7bc282b65133b54a0bdfae24c82944b43684ba3

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=sha256:235244cb195e2aee928cdc0ea91f22a1bc48973140c8ee5d78beaec46262338f

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T22:47:34.412765Z digest=sha256:72bd4155334bfa220e68130391ec9ea21df8c09c027b02e9ba8a16d93076f29f

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T22:47:34.418521Z digest=sha256:9881b553573dfc1d7af240dc38547fe4f1c969ba0c5faa47345b6bf3c33a65f2

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T22:47:34.425194Z digest=sha256:11e405ae2d04a254e836e6cae930296b20a519ef1a89731634ad17ceaef01c1b

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T22:47:34.430999Z digest=sha256:2cfe92e55beee793065ea877702d2a8d7c770390210de105f65bce1d0ae5bf31

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T22:47:34.436642Z digest=sha256:9430e7669763553d0d9e27b141e240a86ae03150163f9fcbb04ce7334453011d

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T22:47:34.443251Z digest=sha256:5f28cb3506fbbee8723994ceb4ae0bb217bfaf6c7846423c0c4e5dc41be67391

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T22:47:34.449123Z digest=sha256:e25d1e701fd990b0a8aab0c7e886c61628dd9e3580982ba42b34e6b3979bfecd

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T22:47:34.455154Z digest=sha256:a88b796d58e30a173ecb73a6a713484c4413b51823fe92b063c3bf26eee34ec1

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T22:47:34.464140Z digest=sha256:732a8ca19ae8eda9e2c83f19a34467deda62ae91dfbfbca30dd0365906cb197d

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T22:47:34.470001Z digest=sha256:78d5c1c754459f6a47c2f7de9b39528d99a7135962837bd872dfb0c1339cb3d9

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

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source=pdf_text observed=2026-08-06T22:47:34.476382Z digest=sha256:10e5d075b617055f92553f52fdaaa77cbdc7b307240398db1c103bced04c7c59

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