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Paper Citation Record · LEDGER

Multi-Scale Incremental Modeling for Enhanced Human Motion Prediction in Human-Robot Collaboration

As of 15 August 2026, this Paper Citation Record lists 54 of 54 outbound references and 1 inbound Pith citation observation for arXiv:2412.11632.

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

pith.paper-citation-record.v1
2412.11632 v1

Coverage vector

measured 54 of 54 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T14:48:14.082479Z

measured 55 of 55 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-15T06:32:42.880941+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-06-30T07:48:00.946222Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-06-30T07:54:22.434656Z

Reference resolution

54 of 54 outbound references displayed

  • verified exact3
  • verified fuzzy42
  • unresolved9
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 6e9ebf01-9291-4707-b7c9-7848c8d6b2f9 · outbound

This paper cites Spatio-Temporal Branching for Motion Prediction using Motion Increments.

Multi-Scale Incremental Modeling for Enhanced Human Motion Prediction in Human-Robot Collaboration Spatio-Temporal Branching for Motion Prediction using Motion Increments

Reference 1

Resolution
verified exact
local_arxiv, observed 2026-08-11T14:48:14.292137Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T14:48:13.693694Z digest=sha256:930c9fb4bdeab62bbfa5889eaa29b0fd0fbb7be307d9756f8d6188706081bd31

Observation fc56cb8b-d459-4c2f-91b1-bee452b89aa5 · outbound

This paper cites Multiscale Residual Learning of Graph Convolutional Sequence Chunks for Human Motion Prediction.

Multi-Scale Incremental Modeling for Enhanced Human Motion Prediction in Human-Robot Collaboration Multiscale Residual Learning of Graph Convolutional Sequence Chunks for Human Motion Prediction

Reference 2

Resolution
verified exact
local_arxiv, observed 2026-08-11T14:48:14.253908Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T14:48:13.702576Z digest=sha256:4a6e4fb547437fe8004be7dee169d8695d183e95d9b3c9631300dcb04294cdcd

Observation f7d19df1-b9cf-48fd-9ba5-a94031a3d4d7 · outbound

This paper cites Future video frame prediction based on generative motion-assistant discriminativenetwork[J].AppliedSoftComputing,2023,135:110028.

Multi-Scale Incremental Modeling for Enhanced Human Motion Prediction in Human-Robot Collaboration Future video frame prediction based on generative motion-assistant discriminativenetwork[J].AppliedSoftComputing,2023,135:110028

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T14:48:15.612186Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T14:48:13.709203Z digest=sha256:870d36d5eb83fb5d01e2068e05aadee38996e74f155bcd52294cc9b6d0b0cd6f

Observation 76556d08-bd89-46cd-a6b8-c7944f0244d2 · outbound

This paper cites Pose transformers (potr): Human motion prediction with non-autoregressive transformers[C]//Proceedings of the IEEE/CVF InternationalConferenceonComputerVision.2021:2276-2284.

Multi-Scale Incremental Modeling for Enhanced Human Motion Prediction in Human-Robot Collaboration Pose transformers (potr): Human motion prediction with non-autoregressive transformers[C]//Proceedings of the IEEE/CVF InternationalConferenceonComputerVision.2021:2276-2284

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T14:48:15.578981Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T14:48:13.717760Z digest=sha256:a809e83eb19f9be1b62327ef8655c57d38c085ee375e9fb204752c20320c5bb5

Observation cff5badf-d674-4c22-990c-537448d526b3 · outbound

This paper cites Efficient convolutional hierarchical autoencoder for human motionprediction[J].TheVisualComputer,2019,35:1143-1156.

Multi-Scale Incremental Modeling for Enhanced Human Motion Prediction in Human-Robot Collaboration Efficient convolutional hierarchical autoencoder for human motionprediction[J].TheVisualComputer,2019,35:1143-1156

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T14:48:15.545185Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T14:48:13.723443Z digest=sha256:e13a8baac5cb9893ae9bf7a200cb07fb29dfbee9212481ae209152c0240c1607

Observation 941035fb-6b2c-452e-bf5f-1c8edab561d7 · outbound

This paper cites Trajectorycnn: a new spatio-temporal feature learning network for human motion prediction[J].

Multi-Scale Incremental Modeling for Enhanced Human Motion Prediction in Human-Robot Collaboration Trajectorycnn: a new spatio-temporal feature learning network for human motion prediction[J]

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T14:48:15.514251Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T14:48:13.730577Z digest=sha256:430b0795d268471c85526c1b3e527eaf1e48848ec59ee78ed6d6f90ffd4eef31

Observation 25c22f71-97be-4215-a76e-9f860aa560cc · outbound

This paper cites Temporal consistency two-stream CNN for human motion prediction[J].Neurocomputing,2022,468:245-256.

Multi-Scale Incremental Modeling for Enhanced Human Motion Prediction in Human-Robot Collaboration Temporal consistency two-stream CNN for human motion prediction[J].Neurocomputing,2022,468:245-256

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T14:48:15.487331Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T14:48:13.736740Z digest=sha256:18585e058082cb4b0274efe6825bd9cb81d1e9e47609ba375398f70211eda248

Observation 85f65e5a-5b8d-4378-bc27-1c40c87ad715 · outbound

This paper cites Collaborative Multi-dynamic Pattern Modeling for Human Motion Prediction[J].

Multi-Scale Incremental Modeling for Enhanced Human Motion Prediction in Human-Robot Collaboration Collaborative Multi-dynamic Pattern Modeling for Human Motion Prediction[J]

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T14:48:15.461991Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T14:48:13.743471Z digest=sha256:3c8775e3dd25aa3ced4d89d56e3892d97a8564389cebf826360980c9ba289c70

Observation 61c8d0bd-c366-4ae2-9b51-0edca7f225ce · outbound

This paper cites Multi-Graph Convolution Network for Pose Forecasting.

Multi-Scale Incremental Modeling for Enhanced Human Motion Prediction in Human-Robot Collaboration Multi-Graph Convolution Network for Pose Forecasting

Reference 9

Resolution
verified exact
local_arxiv, observed 2026-08-11T14:48:14.212377Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T14:48:13.748585Z digest=sha256:fa7224fe76a41099950c5e15fc2f34ede057bd3af0c0e0de72dcfd79b0ce913a

Observation f0fd1ed5-df9b-4eba-b9d8-1dd9670a56cd · outbound

This paper cites Symbiotic graph neural networks for 3d skeleton-based human action recognition and motion prediction[J].

Multi-Scale Incremental Modeling for Enhanced Human Motion Prediction in Human-Robot Collaboration Symbiotic graph neural networks for 3d skeleton-based human action recognition and motion prediction[J]

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T14:48:15.438186Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T14:48:13.755203Z digest=sha256:151788a209ff755aead121e4d3d085454fb95f7c6a0c157489b08803c6fa4556

Observation 308d962d-52a9-4092-aada-da6caaf52d14 · outbound

This paper cites Class-guided human motion prediction via multi-spatial-temporal supervision[J].NeuralComputingandApplications,2023,35(13):9463-9479.

Multi-Scale Incremental Modeling for Enhanced Human Motion Prediction in Human-Robot Collaboration Class-guided human motion prediction via multi-spatial-temporal supervision[J].NeuralComputingandApplications,2023,35(13):9463-9479

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T14:48:15.410615Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T14:48:13.762266Z digest=sha256:dc3e57510ecd9f471d4cf8bd179af2ca7ef08c4f7bf1b3758d0ef61112379fc7

Observation 433dc9da-4655-481d-b0cf-82797a92e467 · outbound

This paper cites Skeleton-parted graph scattering networks for 3d human motion prediction[C]//European Conference on Computer Vision.

Multi-Scale Incremental Modeling for Enhanced Human Motion Prediction in Human-Robot Collaboration Skeleton-parted graph scattering networks for 3d human motion prediction[C]//European Conference on Computer Vision

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T14:48:15.378124Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T14:48:13.770449Z digest=sha256:ea181535d271703395349fed3ab3d00f73500a16618804d3d5dc60adc5119245

Observation 5efbb5cd-c0fb-49e1-ace6-f7da14a813c7 · outbound

This paper cites Msr-gcn: Multi-scale residual graph convolution networks for human motion prediction[C]//Proceedings of the IEEE/CVF International Conference on ComputerVision.2021:11467-11476.

Multi-Scale Incremental Modeling for Enhanced Human Motion Prediction in Human-Robot Collaboration Msr-gcn: Multi-scale residual graph convolution networks for human motion prediction[C]//Proceedings of the IEEE/CVF International Conference on ComputerVision.2021:11467-11476

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T14:48:15.355689Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T14:48:13.776827Z digest=sha256:d6e9a34ea22ab5b97edb38496c2db59e6f69df7d1fcc803b85c81fc31d17dc87

Observation ae937fd7-cfce-44b0-b950-0606d3da3962 · outbound

This paper cites an unresolved cited work.

Multi-Scale Incremental Modeling for Enhanced Human Motion Prediction in Human-Robot Collaboration Unresolved cited work

Reference 14

Resolution
unresolved
raw_fallback, observed 2026-08-11T14:48:15.326372Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T14:48:13.785289Z digest=sha256:e32046bddc57e1220f52d3ef54b3082ac68ad71d1a8a4a796e9039f226625926

Observation b4fa54e5-6a57-44d1-934f-8c06f8b7a86e · outbound

This paper cites Learning multiscale correlations for human motion prediction[C]//2021 IEEE International Conference on Development and Learning (ICDL).

Multi-Scale Incremental Modeling for Enhanced Human Motion Prediction in Human-Robot Collaboration Learning multiscale correlations for human motion prediction[C]//2021 IEEE International Conference on Development and Learning (ICDL)

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T14:48:15.303393Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T14:48:13.791950Z digest=sha256:424e5ddf0bf69cc8845e517395fdf303755a986bc1c4c4564bfaa5c725a173a8

Observation 02eae856-4865-4dbb-abcc-8307e0c0ee41 · outbound

This paper cites Posegpt: Quantization-based 3d human motion generation and forecasting[C]//European Conference on Computer Vision.

Multi-Scale Incremental Modeling for Enhanced Human Motion Prediction in Human-Robot Collaboration Posegpt: Quantization-based 3d human motion generation and forecasting[C]//European Conference on Computer Vision

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T14:48:15.245495Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T14:48:13.805269Z digest=sha256:126a79f68481aec37161ee3f0dbf7d050745c78e7f51a4b4f56e58e2bc876a48

Observation 90f4f066-399c-4991-abf1-ca97c020e8aa · outbound

This paper cites an unresolved cited work.

Multi-Scale Incremental Modeling for Enhanced Human Motion Prediction in Human-Robot Collaboration Unresolved cited work

Reference 18

Resolution
unresolved
raw_fallback, observed 2026-08-11T14:48:15.226244Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T14:48:13.810865Z digest=sha256:6e2919e9090a654e68c044a91c785cd458067e72caba3eb496168ababbb959ce

Observation f2b2c9e7-ce74-475b-b94d-83ecaf68de72 · outbound

This paper cites an unresolved cited work.

Multi-Scale Incremental Modeling for Enhanced Human Motion Prediction in Human-Robot Collaboration Unresolved cited work

Reference 19

Resolution
unresolved
raw_fallback, observed 2026-08-11T14:48:15.188877Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T14:48:13.818252Z digest=sha256:fc79640759f3a086a1a8fc508fcd09bb3191dc2d6f39dd74843c56d28c020220

Observation a9a0cf41-03e1-4b1e-bbe3-a7411d0f13a6 · outbound

This paper cites PVRED:Aposition-velocity recurrent encoder-decoder for humanmotionprediction[J].IEEETransactionsonImageProcessing,2021,30:6096-6106.

Multi-Scale Incremental Modeling for Enhanced Human Motion Prediction in Human-Robot Collaboration PVRED:Aposition-velocity recurrent encoder-decoder for humanmotionprediction[J].IEEETransactionsonImageProcessing,2021,30:6096-6106

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T14:48:15.160680Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T14:48:13.824048Z digest=sha256:0aa195196b476c979b4e4800b3f8679432b4208cb8a83ead5979cb557bc679f0

Observation 45816ab1-e6cf-40d3-a83b-d7b21d80390c · outbound

This paper cites Skip-attention encoder–decoder framework for human motion prediction[J].MultimediaSystems,2022:1-10.

Multi-Scale Incremental Modeling for Enhanced Human Motion Prediction in Human-Robot Collaboration Skip-attention encoder–decoder framework for human motion prediction[J].MultimediaSystems,2022:1-10

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T14:48:15.135516Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T14:48:13.833385Z digest=sha256:8b5463c62f7e0784a18a3f00dbad65d5f079f0a352a47031f344870b233ea602

Observation 1c285813-a17b-45f5-aae9-06d631ba809b · outbound

This paper cites Weakly-supervised action transition learning for stochastic humanmotion prediction[C]//Proceedings of theIEEE/CVF Conferenceon ComputerVision andPatternRecognition.2022:8151-8160.

Multi-Scale Incremental Modeling for Enhanced Human Motion Prediction in Human-Robot Collaboration Weakly-supervised action transition learning for stochastic humanmotion prediction[C]//Proceedings of theIEEE/CVF Conferenceon ComputerVision andPatternRecognition.2022:8151-8160

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T14:48:15.109731Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T14:48:13.840562Z digest=sha256:da626e2ce396afc2eb3fff1a91b58d761f0227799c10795aee49c7fcc889e459

Observation 41983836-23cd-490c-aa13-2989af35fb1a · outbound

This paper cites Varnet: Exploring variations for unsupervised video prediction[C]//2018 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS).IEEE,2018:5801-5806.

Multi-Scale Incremental Modeling for Enhanced Human Motion Prediction in Human-Robot Collaboration Varnet: Exploring variations for unsupervised video prediction[C]//2018 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS).IEEE,2018:5801-5806

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T14:48:15.079624Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T14:48:13.846255Z digest=sha256:c594a9b5dab7198467c339b56aa702628eaaa6012d19f1b91e497214fe9c8072

Observation 33bc9c5e-ec94-4e9a-9e6b-5dcc43f5603c · outbound

This paper cites GAN-Poser: an improvised bidirectional GAN model for human motion prediction[J].

Multi-Scale Incremental Modeling for Enhanced Human Motion Prediction in Human-Robot Collaboration GAN-Poser: an improvised bidirectional GAN model for human motion prediction[J]

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T14:48:15.055018Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T14:48:13.856400Z digest=sha256:d024e7dd0ac6864ac1766aad17e3152295d895a5ffe5faea8825d97f6ffa57c2

Observation 42841dee-0fe3-430d-a30f-e7001d9c011e · outbound

This paper cites Development of human motion prediction strategy using inceptionresidualblock[J].MultimediaToolsandApplications,2023:1-15.

Multi-Scale Incremental Modeling for Enhanced Human Motion Prediction in Human-Robot Collaboration Development of human motion prediction strategy using inceptionresidualblock[J].MultimediaToolsandApplications,2023:1-15

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T14:48:15.031927Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T14:48:13.863655Z digest=sha256:124ebbed81a2c63efb63e3b09d8f1388d5f8211737c51618def8f30531b86dde

Observation cb1e70b1-9eaf-4fc8-a044-51ac880055fc · outbound

This paper cites Learning dynamic relationships for 3d human motion prediction[C]//Proceedings of the IEEE/CVF conference on computer vision and pattern recognition.2020:6519-6527.

Multi-Scale Incremental Modeling for Enhanced Human Motion Prediction in Human-Robot Collaboration Learning dynamic relationships for 3d human motion prediction[C]//Proceedings of the IEEE/CVF conference on computer vision and pattern recognition.2020:6519-6527

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T14:48:15.003501Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T14:48:13.869195Z digest=sha256:f1a3a6355782c14218ee0e8a851ed32aabfa99d6be73bab08f501ded903d4dd4

Observation 0042a0ce-af2f-4360-b29e-ab981e4e0a97 · outbound

This paper cites Physics-based human motion estimation and synthesis from videos[C]//Proceedings of the IEEE/CVF International Conference on Computer Vision.

Multi-Scale Incremental Modeling for Enhanced Human Motion Prediction in Human-Robot Collaboration Physics-based human motion estimation and synthesis from videos[C]//Proceedings of the IEEE/CVF International Conference on Computer Vision

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T14:48:14.968904Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T14:48:13.878998Z digest=sha256:f9d9d2c961021f3fe543c44ecf07ed9802020360fadbf01704f65cfba232b24f

Observation dd53caf6-9bb0-46ce-9006-3af99241e87f · outbound

This paper cites Motionaug: Augmentation with physical correction for human motion prediction[C]//Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition.2022:6427-6436.

Multi-Scale Incremental Modeling for Enhanced Human Motion Prediction in Human-Robot Collaboration Motionaug: Augmentation with physical correction for human motion prediction[C]//Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition.2022:6427-6436

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T14:48:14.943319Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T14:48:13.886360Z digest=sha256:e8d2948efa60bca9ad5516a87b6ec64fcfd5af2c670ef3d47370c302bc6328f0

Observation 1df35b7d-42d7-4612-ae27-04347cc91a26 · outbound

This paper cites PIMNet: Physics-Infused Neural Network for Human Motion Prediction[J].IEEERoboticsandAutomationLetters,2022,7(4):8949-8955.

Multi-Scale Incremental Modeling for Enhanced Human Motion Prediction in Human-Robot Collaboration PIMNet: Physics-Infused Neural Network for Human Motion Prediction[J].IEEERoboticsandAutomationLetters,2022,7(4):8949-8955

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T14:48:14.917826Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T14:48:13.896214Z digest=sha256:ee64915f05973f810c15c44f6f712f692865faa55061c5918ef82b37c601991b

Observation 9b6488c9-777f-47af-8892-d8107a6b6c17 · outbound

This paper cites Physdiff: Physics-guided human motion diffusion model[C]//ProceedingsoftheIEEE/CVFInternationalConferenceonComputerVision.2023: 16010-16021.

Multi-Scale Incremental Modeling for Enhanced Human Motion Prediction in Human-Robot Collaboration Physdiff: Physics-guided human motion diffusion model[C]//ProceedingsoftheIEEE/CVFInternationalConferenceonComputerVision.2023: 16010-16021

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T14:48:14.885981Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T14:48:13.903284Z digest=sha256:d06c9aa9777c5d72f446f4e549d26654ce2f1f7a2067775b63a4f6345908b5d2

Observation b021cd8a-89e9-4d4e-a5d9-524c6c149654 · outbound

This paper cites Long-term human motion prediction with scene context[C]//Computer Vision–ECCV 2020: 16th European Conference, Glasgow, UK, August 23–28, 2020, Proceedings, Part I 16.

Multi-Scale Incremental Modeling for Enhanced Human Motion Prediction in Human-Robot Collaboration Long-term human motion prediction with scene context[C]//Computer Vision–ECCV 2020: 16th European Conference, Glasgow, UK, August 23–28, 2020, Proceedings, Part I 16

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Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T14:48:14.859151Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T14:48:13.908915Z digest=sha256:fd59b72b8d38bdfc1c3ec9a22b5c03e613101bc3f594cfc9d05e596dc53e6f6c

Observation 93870d69-2e02-41f8-966c-48f9f2760acf · outbound

This paper cites an unresolved cited work.

Multi-Scale Incremental Modeling for Enhanced Human Motion Prediction in Human-Robot Collaboration Unresolved cited work

Reference 32

Resolution
unresolved
raw_fallback, observed 2026-08-11T14:48:14.829484Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T14:48:13.916212Z digest=sha256:bcd12c01ba162676f1cae7f050aa8c412a4f7f89a65ca7b8fa6b6d60806ee461

Observation e3ad9ffc-fd40-427c-9fba-98570b05d484 · outbound

This paper cites MotionRNN: A flexible model for video prediction with spacetime-varyingmotions[C]//ProceedingsoftheIEEE/CVF conferenceoncomputervision andpatternrecognition.2021:15435-15444.

Multi-Scale Incremental Modeling for Enhanced Human Motion Prediction in Human-Robot Collaboration MotionRNN: A flexible model for video prediction with spacetime-varyingmotions[C]//ProceedingsoftheIEEE/CVF conferenceoncomputervision andpatternrecognition.2021:15435-15444

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Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T14:48:14.808678Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T14:48:13.926485Z digest=sha256:98c08c4d67cb4c08265e55f37129d33aa5b0fb925c71d8d4d7cd9747d4cd30d9

Observation 38599afe-4bc2-43b3-8b4d-3514dd72755b · outbound

This paper cites Long term motion prediction using keyposes[C]//2022InternationalConferenceon3DVision(3DV).IEEE,2022:12-21.

Multi-Scale Incremental Modeling for Enhanced Human Motion Prediction in Human-Robot Collaboration Long term motion prediction using keyposes[C]//2022InternationalConferenceon3DVision(3DV).IEEE,2022:12-21

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Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T14:48:14.785855Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T14:48:13.932110Z digest=sha256:020980fcdeb177fc21828e6d7f85d6a34e3cf5f5ad64a247f024f945bf36d2ff

Observation 338f38f8-7463-42db-ab98-03f14ee8710c · outbound

This paper cites Learning Constrained Dynamic Correlations in Spatiotemporal Graphs for Motion Prediction[J].

Multi-Scale Incremental Modeling for Enhanced Human Motion Prediction in Human-Robot Collaboration Learning Constrained Dynamic Correlations in Spatiotemporal Graphs for Motion Prediction[J]

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Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T14:48:14.762618Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T14:48:13.942907Z digest=sha256:2b0b31a4ae96ef3865f7e43b47b98b581db2f58ee3aca615d9621066a9d27d1d

Observation f401467e-b753-47c1-8cd4-d77ff0d0a9ed · outbound

This paper cites Geometric algebra-based multiview interaction networks for 3D human motionprediction[J].PatternRecognition,2023,138:109427.

Multi-Scale Incremental Modeling for Enhanced Human Motion Prediction in Human-Robot Collaboration Geometric algebra-based multiview interaction networks for 3D human motionprediction[J].PatternRecognition,2023,138:109427

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Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T14:48:14.740407Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T14:48:13.949759Z digest=sha256:034d1fa6d6fbc8cc1b0271a480c757532354a5ea5d2ed85e36cd65eea06c81ec

Observation 764af5f8-0de8-4d6d-9680-02d5169df00f · outbound

This paper cites MotionMixer: MLP-based 3D Human Body Pose Forecasting.

Multi-Scale Incremental Modeling for Enhanced Human Motion Prediction in Human-Robot Collaboration MotionMixer: MLP-based 3D Human Body Pose Forecasting

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Resolution
unresolved
no resolver link, observed 2026-08-11T14:48:13.954916Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T14:48:13.954916Z digest=sha256:a9d6fc469e3b446711fb4028a6723a022c656d7907f6ae9ff99e69dd040a09f3

Observation d48c423b-55f1-4578-9ca8-526b6049e710 · outbound

This paper cites Learning Constrained Dynamic Correlations in Spatiotemporal Graphs for Motion Prediction[J].

Multi-Scale Incremental Modeling for Enhanced Human Motion Prediction in Human-Robot Collaboration Learning Constrained Dynamic Correlations in Spatiotemporal Graphs for Motion Prediction[J]

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Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T14:48:14.714355Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T14:48:13.963681Z digest=sha256:ae93d51f6aedc7acbde31880c48134c9e7f1a21c5b528325f843cca3926b6a0f

Observation 38691176-a3a1-4818-b779-fe049bb85aed · outbound

This paper cites 3d skeleton-based human motion prediction with manifold-aware gan[J].

Multi-Scale Incremental Modeling for Enhanced Human Motion Prediction in Human-Robot Collaboration 3d skeleton-based human motion prediction with manifold-aware gan[J]

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Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T14:48:14.684217Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T14:48:13.973558Z digest=sha256:9199a3c33081b8872fa957257c91be5777e5eabce3c59cc1adef360a67d5cee2

Observation 59539b3d-0322-4dd1-8b41-8dc7a65c2318 · outbound

This paper cites an unresolved cited work.

Multi-Scale Incremental Modeling for Enhanced Human Motion Prediction in Human-Robot Collaboration Unresolved cited work

Reference 40

Resolution
unresolved
raw_fallback, observed 2026-08-11T14:48:14.653840Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T14:48:13.979793Z digest=sha256:f40263e06de02a659c6b6c1bcb4c72a5e97554d6ad5b08aa61f7184a35b81644

Observation 42780abc-bb09-4c4a-9920-64463788c953 · outbound

This paper cites DeFeeNet: Consecutive 3D Human Motion Prediction with Deviation Feedback[C]//Proceedings of the IEEE/CVF Conference on Computer Vision and PatternRecognition.2023:5527-5536.

Multi-Scale Incremental Modeling for Enhanced Human Motion Prediction in Human-Robot Collaboration DeFeeNet: Consecutive 3D Human Motion Prediction with Deviation Feedback[C]//Proceedings of the IEEE/CVF Conference on Computer Vision and PatternRecognition.2023:5527-5536

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Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T14:48:14.619748Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T14:48:13.987567Z digest=sha256:fefa3b0ac45dfcdd99ade32d277f4728bfc73cc00b576d5ae355723dc00cd33d

Observation 849ca8d7-1144-4144-aaa1-a34521300e5b · outbound

This paper cites Self-Supervised Pretraining Based on Noise-Free Motion Reconstruction and Semantic-Aware Contrastive Learning for Human Motion Prediction[J].

Multi-Scale Incremental Modeling for Enhanced Human Motion Prediction in Human-Robot Collaboration Self-Supervised Pretraining Based on Noise-Free Motion Reconstruction and Semantic-Aware Contrastive Learning for Human Motion Prediction[J]

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Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T14:48:14.597118Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T14:48:13.995983Z digest=sha256:0dbeabd5901133a2da7ee66043e19eaa3469a8c83b207f8111eac3246beb0409

Observation d364a649-aa71-49ca-bb7c-b6700e4fe75a · outbound

This paper cites Back to mlp: A simple baseline for human motion prediction[C]//Proceedings of the IEEE/CVF Winter Conference on Applications of ComputerVision.2023:4809-4819.

Multi-Scale Incremental Modeling for Enhanced Human Motion Prediction in Human-Robot Collaboration Back to mlp: A simple baseline for human motion prediction[C]//Proceedings of the IEEE/CVF Winter Conference on Applications of ComputerVision.2023:4809-4819

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Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T14:48:14.563504Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T14:48:14.003252Z digest=sha256:cff0ec20edc4723851cc3d27135ba6c90fb8c078b6cce8101df8d1823e31ffa1

Observation c9fb085a-63eb-4e7f-b992-6b9bdeb01b38 · outbound

This paper cites Bidirectional transformer gan for long-term human motion prediction[J].

Multi-Scale Incremental Modeling for Enhanced Human Motion Prediction in Human-Robot Collaboration Bidirectional transformer gan for long-term human motion prediction[J]

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T14:48:15.269117Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T14:48:14.010006Z digest=sha256:85ad25183eedf1c7066114d7f45e588ed9242c851e6915a0ebfc45953a1649cb

Observation 004b3e13-f02c-43e8-91ce-4d7ac4904976 · outbound

This paper cites Space-time-separable graph convolutional network for pose forecasting[C]//Proceedings of the IEEE/CVF International Conference on ComputerVision.2021:11209-11218.

Multi-Scale Incremental Modeling for Enhanced Human Motion Prediction in Human-Robot Collaboration Space-time-separable graph convolutional network for pose forecasting[C]//Proceedings of the IEEE/CVF International Conference on ComputerVision.2021:11209-11218

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Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T14:48:14.520356Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T14:48:14.022077Z digest=sha256:1dd596343a9f9f7188887f393010b1501ba19dd2df1af0a9b43847c0ebe3fb1d

Observation 4bfb30c2-1ef7-4324-b42b-65e9dee279ad · outbound

This paper cites Multi-level motion attention for human motion prediction[J].Internationaljournalofcomputervision,2021,129(9):2513-2535.

Multi-Scale Incremental Modeling for Enhanced Human Motion Prediction in Human-Robot Collaboration Multi-level motion attention for human motion prediction[J].Internationaljournalofcomputervision,2021,129(9):2513-2535

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Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T14:48:14.498413Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T14:48:14.027368Z digest=sha256:fa0c225d89dfee4814f8fca1e2834a2c5d8e03dd19b0a043f44c2cb3ba933b73

Observation a4c40ea8-cd48-487e-b587-891b220b84a5 · outbound

This paper cites an unresolved cited work.

Multi-Scale Incremental Modeling for Enhanced Human Motion Prediction in Human-Robot Collaboration Unresolved cited work

Reference 48

Resolution
unresolved
raw_fallback, observed 2026-08-11T14:48:14.468978Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T14:48:14.034199Z digest=sha256:77e7b6d52ff1c0703f53e780448fd7041b05b80bdde34daac59defdf3fcc1a1c

Observation 3902c65a-20f0-4f7a-a4f2-b19570d3f702 · outbound

This paper cites Learning trajectory dependencies for human motion prediction[C]//Proceedings of the IEEE/CVF international conference on computer vision.

Multi-Scale Incremental Modeling for Enhanced Human Motion Prediction in Human-Robot Collaboration Learning trajectory dependencies for human motion prediction[C]//Proceedings of the IEEE/CVF international conference on computer vision

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Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T14:48:14.540923Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T14:48:14.041191Z digest=sha256:3cec1cc116ac6191e43601d9d96bc5c295a2d51f4631fa16087a63024e48f9ef

Observation 8599ffde-f1a6-42ca-b7bc-a5389da99424 · outbound

This paper cites On human motion prediction using recurrent neural networks[C]//ProceedingsoftheIEEEconferenceoncomputervisionandpatternrecognition.

Multi-Scale Incremental Modeling for Enhanced Human Motion Prediction in Human-Robot Collaboration On human motion prediction using recurrent neural networks[C]//ProceedingsoftheIEEEconferenceoncomputervisionandpatternrecognition

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Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T14:48:14.442507Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T14:48:14.045802Z digest=sha256:33f2ba271151c4f87aceab0dabfd7764c99a70fa77641d9a65f737e4577d99ac

Observation 1eab6b57-0f13-4eb5-8d5f-18ca55b18be2 · outbound

This paper cites Convolutional sequence to sequence model for human dynamics[C]//Proceedings of the IEEE conference on computer vision and pattern recognition.2018:5226-5234.

Multi-Scale Incremental Modeling for Enhanced Human Motion Prediction in Human-Robot Collaboration Convolutional sequence to sequence model for human dynamics[C]//Proceedings of the IEEE conference on computer vision and pattern recognition.2018:5226-5234

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Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T14:48:14.420178Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T14:48:14.052103Z digest=sha256:f5ccd07b89ee3132fd6b2d96783f114c5ebddb53b27605926d91675de3c7eb62

Observation 9f40c9f9-05f2-4b14-acce-22489ee3a564 · outbound

This paper cites an unresolved cited work.

Multi-Scale Incremental Modeling for Enhanced Human Motion Prediction in Human-Robot Collaboration Unresolved cited work

Reference 52

Resolution
unresolved
raw_fallback, observed 2026-08-11T14:48:14.390978Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T14:48:14.057762Z digest=sha256:8e50b39e10d7b75f3d5fcf4663d0825f173ff407d7a6bd8c2375dc6b36387826

Observation 3b221fea-bb18-4d73-92c0-65257a209109 · outbound

This paper cites AMASS: Archive of motion capture as surface shapes[C]//ProceedingsoftheIEEE/CVF internationalconferenceoncomputervision.2019: 25 / 25 5442-5451.

Multi-Scale Incremental Modeling for Enhanced Human Motion Prediction in Human-Robot Collaboration AMASS: Archive of motion capture as surface shapes[C]//ProceedingsoftheIEEE/CVF internationalconferenceoncomputervision.2019: 25 / 25 5442-5451

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Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T14:48:14.363252Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T14:48:14.063552Z digest=sha256:9cdc432c744553c2c692febd42542fdae2d7c4ced1885727cd40161d9c1e562c

Observation c7a13997-96b8-4f1a-8387-3c4c54651537 · outbound

This paper cites PaddlePaddle: An open-source deep learning platform from industrialpractice[J].FrontiersofDataandDomputing,2019,1(1):105-115.

Multi-Scale Incremental Modeling for Enhanced Human Motion Prediction in Human-Robot Collaboration PaddlePaddle: An open-source deep learning platform from industrialpractice[J].FrontiersofDataandDomputing,2019,1(1):105-115

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Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T14:48:14.340795Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T14:48:14.071210Z digest=sha256:e6b18976f4706df95de3619107e8de90512652c460ed0237bdeddd78ae662182

Observation 78efb6e2-bdfc-4cf9-8159-0c56cb6665fc · outbound

This paper cites Adam: A Method for Stochastic Optimization.

Multi-Scale Incremental Modeling for Enhanced Human Motion Prediction in Human-Robot Collaboration Adam: A Method for Stochastic Optimization

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Resolution
unresolved
no resolver link, observed 2026-08-11T14:48:14.077053Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T14:48:14.077053Z digest=sha256:5445a3d5d545fc9f3e8522fe86742b53ffd0e7f76a75a2f2588a666258117940

Observation 1be95803-5892-4c44-a477-051f25258242 · outbound

This paper cites Incorporating Physics Principles for Precise Human Motion Prediction[C]//Proceedings of the IEEE/CVF Winter Conference on Applications of ComputerVision.2024:6164-6174.

Multi-Scale Incremental Modeling for Enhanced Human Motion Prediction in Human-Robot Collaboration Incorporating Physics Principles for Precise Human Motion Prediction[C]//Proceedings of the IEEE/CVF Winter Conference on Applications of ComputerVision.2024:6164-6174

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Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T14:48:14.317256Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T14:48:14.082479Z digest=sha256:014aedccceff6201dd5d59cba87c42a0b32fb334a61681bf1a343b6e4790f007

Pith citing papers

Observation 8e56deda-5b07-4571-842e-cec321212cd1 · inbound

Zero-Gated Language-conditioned Human Motion Prediction cites this paper.

Zero-Gated Language-conditioned Human Motion Prediction Multi-Scale Incremental Modeling for Enhanced Human Motion Prediction in Human-Robot Collaboration

Reference 46

Resolution
verified exact
arxiv_id, observed 2026-06-30T07:54:22.436372Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-06-30T07:48:00.946222Z digest=sha256:262992bc819aa17dee4e3c22f407a9991546fab5088186bdb4301617312d017b