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Paper Citation Record · LEDGER

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

As of 14 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 2026-08-14T06:32:32.682623+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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T14:48:13.693694Z digest=sha256:ae1b722fbf8783390d05cebecf769716954aa00c42e63c3010f9cf10fab8a6ab

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T14:48:13.702576Z digest=sha256:4d32d6069ce95608d470df7598604b13682828734698773d645ca67a2226d8a4

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T14:48:13.709203Z digest=sha256:3c973bc6f718cc84b16fe9d2df03805c6df363b5450d28a4b8761f2305559c7f

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T14:48:13.717760Z digest=sha256:2cd27e1f7c34d6f981d8b15ded9b704c6bb9c448193b485e64e4dd674c4425cd

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T14:48:13.723443Z digest=sha256:6f129bcb794c76c8e6d3f6c19e1521c3e1cd3c825db1b08f079a9e30ccdf0101

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T14:48:13.730577Z digest=sha256:617fe6304b8dc6e2a534bb5e0c61deb6089c46f79e67179bae76e42759494764

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T14:48:13.736740Z digest=sha256:b1fee96982149731169775def312888255ad278c3538b0ca8ab58c8b4b930a8b

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T14:48:13.743471Z digest=sha256:1a1703f458beff2b6dade5035b38ec060b4b1a55655f94afb157587dcfd8819a

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T14:48:13.748585Z digest=sha256:a94653190556f40b545af3c14cc6ff9c935e6de4d50dcd15082a866b0ff16fd3

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T14:48:13.755203Z digest=sha256:9b99e5f724c74edafc5f3aebadf5323f237453250deb798f54c99c6adab2812c

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T14:48:13.762266Z digest=sha256:870789a8e12e8ab132c168aa5a53b0b9234a0a1a99ee7f24066a878ccdd29be6

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T14:48:13.770449Z digest=sha256:c38da712ac90ebcf225773c41dedd17fb6bece7ad9d85416df9a8fccfec5669b

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T14:48:13.776827Z digest=sha256:9e5a9f16ccf1afcee8343037bf209250172ad3647b3c87a337f5577543cf931a

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T14:48:13.785289Z digest=sha256:3abaede4d183d950065e8ab90988452ba10e1637adfaae6b20e8fb65c58e2a4c

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T14:48:13.791950Z digest=sha256:a7125ecf9f9af745b1d5d4495cfa5848253a28f585e3300b558dd131de0a83d7

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T14:48:13.805269Z digest=sha256:0bdb5572dea628ebc648e164ff866b757bfa6bc46be83ebb528d99f28b051b1d

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T14:48:13.810865Z digest=sha256:d13f297db815353b6c120121cfcacf9df633d432b1f63162ccafdc185766ebf7

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T14:48:13.818252Z digest=sha256:66de5246d911fa586594e26e4558c53dd976a73759a36bdb3988ef26eecbae07

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T14:48:13.824048Z digest=sha256:7809996fccf375402a4cdad375ff88c36a1b11a209663699501fe9b2d7f1e750

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T14:48:13.833385Z digest=sha256:47ecdef6a021bef37a0b6f5d74655707dae981367108bc6d8c0a48a2691cfc6c

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T14:48:13.840562Z digest=sha256:95d7119389344665c6f3dc1670457603653f275972cc53de6e547fc114c32e77

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T14:48:13.846255Z digest=sha256:5e7a596d3501c14f814e3bc4e29a7153225e7ec2c799999fb3d9630a72c687b8

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T14:48:13.856400Z digest=sha256:bd131eedd367ae9b3449333a2cd7fabdd64b866f54f8102fecb73c53adf3f15d

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T14:48:13.863655Z digest=sha256:58f0914812ac545e70731dc44158d0e1b760fb45750ccce062d9a28f35267cf2

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T14:48:13.869195Z digest=sha256:d7c491bb96c7f3060a87b3e01858145c1476f05be03c5e07cab26095a743c06d

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T14:48:13.878998Z digest=sha256:db27a02b98396afe9ecddb5e41868bd3febdb6e7d12b3c32bf6bfb9a4ad666f5

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T14:48:13.886360Z digest=sha256:5c93d62d932e1b8ecd11f8e7ed0d1fafd09163b62f390dc6b88dfe567e9e801d

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T14:48:13.896214Z digest=sha256:cee5b5675f3151eed0f0654570b2fdb345a0801bb9d16c2050ba261f278a1d56

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T14:48:13.903284Z digest=sha256:419252792ccd071958ed5c25bc22729249d525e6e64554614349a198859cd0bc

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T14:48:13.908915Z digest=sha256:86444ccf4c4609159046d7045085a57d1e2cf24e550ece3da43e975e81862e4b

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T14:48:13.916212Z digest=sha256:ddb2e90264923fac42c776c1851597b5c947841193fd76a574a2b37956856126

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

Reference 33

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T14:48:13.926485Z digest=sha256:c571c210ab38a6dffcd7e2301cac5d3bc01efc7aa0e7604bad684abc2bcd1aff

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

Reference 34

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T14:48:13.932110Z digest=sha256:98621a08e9e94a6f9ec8d7cef99835b2a6e7180c446362a6073eeb66b806b9a8

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]

Reference 35

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T14:48:13.942907Z digest=sha256:b41a1dbd0e170154f09120c0bc14c0f6fe06495e0f109bc67ac4ea1dbeef09bb

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T14:48:13.949759Z digest=sha256:0f48c05b8614457d5df3e173d829c7ea8afb7c50ed738a322b7087a6f7bdcda9

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

Reference 37

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]

Reference 38

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T14:48:13.963681Z digest=sha256:02bfc67fad9db28a3188c9d0e21a29c5a978ded3b1a8450a24e76033cd6ebc09

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]

Reference 39

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T14:48:13.973558Z digest=sha256:fa8ad89fcac1ca5671f1d348cce5118a1b12e98de568dcd2abfbe90b6c55fe7b

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T14:48:13.979793Z digest=sha256:9fe020279562b15e1b7b5c25d61f2061d5d8b904f5090b0064134d4b761d2cc9

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

Reference 41

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T14:48:13.987567Z digest=sha256:1db046d3ae89b6eee63e26e95150e15e77739acd240c825e81b7e427edff17f3

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]

Reference 42

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T14:48:13.995983Z digest=sha256:1fad38e8a379cd55da591883740fd339658c773e013a7126aa514df859b6be3a

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

Reference 43

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T14:48:14.003252Z digest=sha256:df2308e0aff4cac14f5a7851001b44a50002c0eb56bab410337330e050878817

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T14:48:14.010006Z digest=sha256:87786c2015215a31b43e74b02af8d622f88ac8e88ee7edbd4c30b2aeb9c373b3

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

Reference 46

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T14:48:14.022077Z digest=sha256:dbe94e17758b95259ad702f5716232817eae43bb36bb51211e6583f827a79957

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

Reference 47

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T14:48:14.027368Z digest=sha256:00ffbdadb89b1c2f5588f3eba63fe9391e49ac1921b8e018f755c7ab28f33caf

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T14:48:14.034199Z digest=sha256:7d8889745e8297d6abcd90ce3c41ef4e8ddaf67ebe5cb07a691f37c00d8faec8

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

Reference 49

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T14:48:14.041191Z digest=sha256:136b2de0df361f95e9e1b7dc69832fe2f3baa0ead84936bdb9db3030d3853508

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

Reference 50

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T14:48:14.045802Z digest=sha256:124cce9ebde8c4d04d04411d7e6b70b828960aa1bc5a0eeaf257d7993e603abe

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

Reference 51

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T14:48:14.052103Z digest=sha256:07c54cc4a7c5071562a225b6770779ba971121cf5d310b03eb57b39ee59ba4f0

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T14:48:14.057762Z digest=sha256:926b90f44432ce404a3be688c6adced8306eb0241e5ee0cddbe41d7ee90f556b

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

Reference 53

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T14:48:14.063552Z digest=sha256:15da49b6bac035af4dd3a2fd88bbb05f58779b501a488cda33c4742beef2a774

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

Reference 54

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T14:48:14.071210Z digest=sha256:36d1e39ed443a1dfd2b34b77a9f5d60923c14ec6ed170fadc8dcf49287599c8b

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

Reference 56

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T14:48:14.082479Z digest=sha256:42f603c9bc6fb5a2f5df8168fe83bb9044fda8d82f9ce7e6152b5382cc37fd32

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-06-30T07:48:00.946222Z digest=sha256:d9f0c72876851f994e47bcdb5d539bb8a62f54cd1e918c57aa78a8c668dc873a