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Paper Citation Record · LEDGER

Distinguishing Imitation Error from Intrinsic Motion Learning Difficulty

As of 16 August 2026, this Paper Citation Record lists 58 of 58 outbound references and 1 inbound Pith citation observation for arXiv:2512.07248.

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

pith.paper-citation-record.v1
2512.07248 v2

Coverage vector

measured 58 of 58 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-03T18:03:16.734954Z

measured 59 of 59 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 2026-07-08T18:10:36.258268Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-07-08T18:15:21.349173Z

Reference resolution

58 of 58 outbound references displayed

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Outbound references

Observation 47e28528-0042-404c-a2e4-6a7dd4da673e · outbound

This paper cites LocoMuJoCo: A Comprehensive Imitation Learning Benchmark for Locomotion.

Distinguishing Imitation Error from Intrinsic Motion Learning Difficulty LocoMuJoCo: A Comprehensive Imitation Learning Benchmark for Locomotion

Reference 1

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Observation 16dcea24-b34f-4e94-9048-dcc01eed88a0 · outbound

This paper cites Noise-in, bias-out: Balanced and real-time mocap solving, 2023.

Distinguishing Imitation Error from Intrinsic Motion Learning Difficulty Noise-in, bias-out: Balanced and real-time mocap solving, 2023

Reference 2

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Observation ef59e185-4ace-4569-8ef2-5abc125e5ec9 · outbound

This paper cites Digital dance ethnography: Organizing large dance collec- tions.J.

Distinguishing Imitation Error from Intrinsic Motion Learning Difficulty Digital dance ethnography: Organizing large dance collec- tions.J

Reference 3

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Observation 38fc5402-c1ad-44b0-af86-ed2ed637883b · outbound

This paper cites Curriculum learning.

Distinguishing Imitation Error from Intrinsic Motion Learning Difficulty Curriculum learning

Reference 4

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source=pdf_text observed=2026-08-03T18:03:12.505155Z digest=sha256:c1c852254da4235e68ca641e119d099c857ec03a4d2f310ae0b20dcd83c191a8

Observation 8a0140f4-8b38-4a6b-9208-7e7e6f2e8af4 · outbound

This paper cites Drecon: data-driven responsive con- trol of physics-based characters.ACM Transactions On Graphics (TOG), 38(6):1–11, 2019.

Distinguishing Imitation Error from Intrinsic Motion Learning Difficulty Drecon: data-driven responsive con- trol of physics-based characters.ACM Transactions On Graphics (TOG), 38(6):1–11, 2019

Reference 5

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source=pdf_text observed=2026-08-03T18:03:12.662945Z digest=sha256:e67a57178f1bb11c680140c360174cfb46e8e8a93cedd7a1fd1398f8467f996c

Observation 0c28453c-85bc-41ab-8fa6-7910b4fa82ea · outbound

This paper cites Humman: Multi-modal 4d human dataset for ver- satile sensing and modeling.

Distinguishing Imitation Error from Intrinsic Motion Learning Difficulty Humman: Multi-modal 4d human dataset for ver- satile sensing and modeling

Reference 6

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source=pdf_text observed=2026-08-03T18:03:12.761925Z digest=sha256:429114cae8ebe60291b5c4b8c1987ca208d80cd9263c31337e80775506404631

Observation a85bc69a-c08c-422b-9495-ec615d1735f7 · outbound

This paper cites CMU MoCap Dataset.

Distinguishing Imitation Error from Intrinsic Motion Learning Difficulty CMU MoCap Dataset

Reference 7

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source=pdf_text observed=2026-08-03T18:03:12.859831Z digest=sha256:6aa90e68826c4d1bad283e662740cd095c1d5653ced7b2e986714b942df5f4fc

Observation 10ef0818-7032-4ddb-a2f2-a48aceb23648 · outbound

This paper cites Learning to sit: Synthesizing human-chair interactions via hierarchical control.

Distinguishing Imitation Error from Intrinsic Motion Learning Difficulty Learning to sit: Synthesizing human-chair interactions via hierarchical control

Reference 8

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source=pdf_text observed=2026-08-03T18:03:12.965456Z digest=sha256:153effb6f99bff3e4048ebfd3a15e3af300e3d52d1fdeff2e29f2d14e612b9e8

Observation 3209ad3d-3598-45ed-89e8-63b605752531 · outbound

This paper cites Physics-based motion capture imitation with deep reinforcement learning.

Distinguishing Imitation Error from Intrinsic Motion Learning Difficulty Physics-based motion capture imitation with deep reinforcement learning

Reference 9

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source=pdf_text observed=2026-08-03T18:03:13.050156Z digest=sha256:2d814f4865558b43fd843bc3d2fa3894f34be70e7d6c4a89a49268e664a4cdfd

Observation 02dd5df8-e99f-4101-a9f5-8da7a38819b8 · outbound

This paper cites Haa500: Human-centric atomic action dataset with curated videos.

Distinguishing Imitation Error from Intrinsic Motion Learning Difficulty Haa500: Human-centric atomic action dataset with curated videos

Reference 10

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source=pdf_text observed=2026-08-03T18:03:13.136116Z digest=sha256:0041ac23f83c0f7d678aaea30f26f346e3471010c9fe051a73d66899be51e653

Observation 3e68d64e-fe9e-433a-b247-0e659700253c · outbound

This paper cites C$\cdot$ASE: Learning Conditional Adversarial Skill Embeddings for Physics-based Characters.

Distinguishing Imitation Error from Intrinsic Motion Learning Difficulty C$\cdot$ASE: Learning Conditional Adversarial Skill Embeddings for Physics-based Characters

Reference 11

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source=pdf_text observed=2026-08-03T18:03:13.186182Z digest=sha256:62cd8f7dbc293797097726af2e72fb01a6bb325eda2c7cf7df28ba0dd535c4e8

Observation a40e68e0-4263-4e1b-9bb2-5c054dbf6c14 · outbound

This paper cites Springer, 2008.

Distinguishing Imitation Error from Intrinsic Motion Learning Difficulty Springer, 2008

Reference 12

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source=pdf_text observed=2026-08-03T18:03:13.248338Z digest=sha256:9d09f8d4209b753b2a43e654a9f88c09846cf53eb4d0080055da34f561aa2fb1

Observation d056d702-aecd-4c4d-b579-71a842c7956d · outbound

This paper cites an unresolved cited work.

Distinguishing Imitation Error from Intrinsic Motion Learning Difficulty Unresolved cited work

Reference 13

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source=pdf_text observed=2026-08-03T18:03:13.301085Z digest=sha256:7952c4e8707ab6cda0c6048864fb041ef14f4b02f78b000d8c3e4e6811aabbe1

Observation d7b81770-7292-4a55-a979-6c7001da324c · outbound

This paper cites Super- track: Motion tracking for physically simulated characters using supervised learning.ACM Transactions on Graphics (TOG), 40(6):1–13, 2021.

Distinguishing Imitation Error from Intrinsic Motion Learning Difficulty Super- track: Motion tracking for physically simulated characters using supervised learning.ACM Transactions on Graphics (TOG), 40(6):1–13, 2021

Reference 14

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source=pdf_text observed=2026-08-03T18:03:13.365615Z digest=sha256:f49b3504ca076a28b0126db2c7c2bf577cb88b63159d026b17ef6e21dffc652c

Observation 546eec9b-bd6c-4aa9-ae0c-7aed084a4d96 · outbound

This paper cites Posetriplet: Co-evolving 3d human pose estimation, imita- tion, and hallucination under self-supervision.

Distinguishing Imitation Error from Intrinsic Motion Learning Difficulty Posetriplet: Co-evolving 3d human pose estimation, imita- tion, and hallucination under self-supervision

Reference 15

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source=pdf_text observed=2026-08-03T18:03:13.435912Z digest=sha256:13b387e8f5e793edb0dc84f639c57671aa6fcc781aa29d4236e6369010375ca7

Observation 2cd5d1a7-6e53-4ada-bdf7-942529bb376f · outbound

This paper cites Comic: Complementary task learn- ing & mimicry for reusable skills.

Distinguishing Imitation Error from Intrinsic Motion Learning Difficulty Comic: Complementary task learn- ing & mimicry for reusable skills

Reference 16

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source=pdf_text observed=2026-08-03T18:03:13.505344Z digest=sha256:a0d1307ea58c995d7f2cdbde9311c731153a83e9948ec2503f15a1ab7e63d251

Observation 3e2d980c-6c23-43ea-a570-e582db75aef7 · outbound

This paper cites Troje, and J ¨orn Munzert.

Distinguishing Imitation Error from Intrinsic Motion Learning Difficulty Troje, and J ¨orn Munzert

Reference 17

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source=pdf_text observed=2026-08-03T18:03:13.571225Z digest=sha256:44c5dc9a0f80a650bb95c77dc4b68cedc3a2f7f629a07c38bb1075aa4d17f19f

Observation 51daf5d0-2ed9-4a08-af3c-d23df0164b36 · outbound

This paper cites Black, Otmar Hilliges, and Gerard Pons-Moll.

Distinguishing Imitation Error from Intrinsic Motion Learning Difficulty Black, Otmar Hilliges, and Gerard Pons-Moll

Reference 18

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source=pdf_text observed=2026-08-03T18:03:13.632806Z digest=sha256:6236f7b599eb46a4ab47488c0501166ca5ed1a5463b9044dad4146e30e3f089f

Observation 840872aa-2d59-48b8-b6b4-bb83f7ad7c3d · outbound

This paper cites Human3.6m: Large scale datasets and predic- tive methods for 3d human sensing in natural environments.

Distinguishing Imitation Error from Intrinsic Motion Learning Difficulty Human3.6m: Large scale datasets and predic- tive methods for 3d human sensing in natural environments

Reference 19

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source=pdf_text observed=2026-08-03T18:03:13.706660Z digest=sha256:a6c16e31ca7f861716a1791eff55ca6f0eb48145fb36b00dcf6b2d11c0398814

Observation b8833e50-3d42-4c89-b63e-6f499989ca86 · outbound

This paper cites PHUMA: Physically Reliable Humanoid Locomotion Dataset.

Distinguishing Imitation Error from Intrinsic Motion Learning Difficulty PHUMA: Physically Reliable Humanoid Locomotion Dataset

Reference 20

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source=pdf_text observed=2026-08-03T18:03:13.759171Z digest=sha256:b95bb1f5c1b9b59fdf4c8070eb0f4315ae1380d9784f3e338797ba61614dc8bd

Observation 4c01c93b-ecf8-40f3-9462-495988be9dd4 · outbound

This paper cites Finedance: A fine-grained choreography dataset for 3d full body dance generation.

Distinguishing Imitation Error from Intrinsic Motion Learning Difficulty Finedance: A fine-grained choreography dataset for 3d full body dance generation

Reference 21

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source=pdf_text observed=2026-08-03T18:03:13.830225Z digest=sha256:35b1e1d5373d8601ff83b89d232c39d7a7a8dd77631118f7a9b4c9d0bccfd7c7

Observation cb25c848-d926-4cd3-8910-176ea8787f03 · outbound

This paper cites Motion-x: A large-scale 3d expressive whole-body human motion dataset.Advances in Neural Information Processing Sys- tems, 36:25268–25280, 2023.

Distinguishing Imitation Error from Intrinsic Motion Learning Difficulty Motion-x: A large-scale 3d expressive whole-body human motion dataset.Advances in Neural Information Processing Sys- tems, 36:25268–25280, 2023

Reference 22

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source=pdf_text observed=2026-08-03T18:03:13.888278Z digest=sha256:9136460aa02c24631885145c4722445ec52fbaaab586ddd7f251f548d91a262f

Observation 88ed6a21-251f-4bdf-af44-b40c1d261ec5 · outbound

This paper cites Smpl: A skinned multi- person linear model.

Distinguishing Imitation Error from Intrinsic Motion Learning Difficulty Smpl: A skinned multi- person linear model

Reference 23

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source=pdf_text observed=2026-08-03T18:03:13.957895Z digest=sha256:bef483b1b0a6b5f7fe29884c3033b639bfa578219f5f2ef1092a028f8a261232

Observation fee40d80-cd09-4f9e-a097-c73d641ad64b · outbound

This paper cites Perpetual humanoid control for real-time simulated avatars.

Distinguishing Imitation Error from Intrinsic Motion Learning Difficulty Perpetual humanoid control for real-time simulated avatars

Reference 24

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source=pdf_text observed=2026-08-03T18:03:14.019652Z digest=sha256:2cf2bf1064a2865a7dfd62a0d5bbfbb841f2287c5bc509fb972796940d58a312

Observation e202d2ff-6a5f-4cc7-9ed6-0232610c117c · outbound

This paper cites Universal Humanoid Motion Representations for Physics-Based Control.

Distinguishing Imitation Error from Intrinsic Motion Learning Difficulty Universal Humanoid Motion Representations for Physics-Based Control

Reference 25

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source=pdf_text observed=2026-08-03T18:03:14.091219Z digest=sha256:05a40ff53abc516f9361ec109e015eb3975c15b380278b57fe9848ff049ed18e

Observation 8a219b6f-2a30-44cf-9aeb-ad64d5068140 · outbound

This paper cites Dynamics-regulated kinematic policy for egocentric pose es- timation.Advances in Neural Information Processing Sys- tems, 34:25019–25032, 2021.

Distinguishing Imitation Error from Intrinsic Motion Learning Difficulty Dynamics-regulated kinematic policy for egocentric pose es- timation.Advances in Neural Information Processing Sys- tems, 34:25019–25032, 2021

Reference 26

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source=pdf_text observed=2026-08-03T18:03:14.155493Z digest=sha256:916edcdf35828ff639e6de82b726b03551ee968eb83eda5cdafb4e32470d4cf5

Observation a2cf6b81-2abe-45ce-82cb-f0f801bebce0 · outbound

This paper cites Amass: Archive of motion capture as surface shapes.

Distinguishing Imitation Error from Intrinsic Motion Learning Difficulty Amass: Archive of motion capture as surface shapes

Reference 27

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source=pdf_text observed=2026-08-03T18:03:14.216312Z digest=sha256:576abed9cbaa99f6d0f2432692bae629a323a04018d97e0e23aedf20768d0238

Observation 9afabb2e-ea33-449d-9015-1cd2d70c9de9 · outbound

This paper cites Universal humanoid robot pose learning from internet human videos.

Distinguishing Imitation Error from Intrinsic Motion Learning Difficulty Universal humanoid robot pose learning from internet human videos

Reference 28

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source=pdf_text observed=2026-08-03T18:03:14.284457Z digest=sha256:71d9cc1936711e6d28c5231474d5f54e20e68e174a6a27e0fbba6107421a88eb

Observation 5bece644-713d-48a4-9091-c8c3ef913d79 · outbound

This paper cites Catch & carry: reusable neural controllers for vision-guided whole-body tasks.ACM Trans- actions on Graphics (TOG), 39(4):39–1, 2020.

Distinguishing Imitation Error from Intrinsic Motion Learning Difficulty Catch & carry: reusable neural controllers for vision-guided whole-body tasks.ACM Trans- actions on Graphics (TOG), 39(4):39–1, 2020

Reference 29

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source=pdf_text observed=2026-08-03T18:03:14.354754Z digest=sha256:dcb361f209efc07911e8828b9bf1d5fcada8e507a8fa1195fb153b6eb40f3508

Observation 76a8d9cb-ec5f-4684-8c7a-e8da9ab0dc41 · outbound

This paper cites Stablemotion: Training motion cleanup models with un- paired corrupted data, 2025.

Distinguishing Imitation Error from Intrinsic Motion Learning Difficulty Stablemotion: Training motion cleanup models with un- paired corrupted data, 2025

Reference 30

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source=pdf_text observed=2026-08-03T18:03:14.416710Z digest=sha256:1d3b17c34112dab51fb5f58022e3d69b7f397f40630c1afe38db8b2d630592bc

Observation 6dfd2a98-c3d9-4e76-b33a-9e2d9f9f2d16 · outbound

This paper cites Learning predict-and-simulate policies from un- organized human motion data.ACM Transactions on Graph- ics (TOG), 38(6):1–11, 2019.

Distinguishing Imitation Error from Intrinsic Motion Learning Difficulty Learning predict-and-simulate policies from un- organized human motion data.ACM Transactions on Graph- ics (TOG), 38(6):1–11, 2019

Reference 31

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source=pdf_text observed=2026-08-03T18:03:14.482639Z digest=sha256:aec30d4cf067d32159875a7a96608482bef5ba62b7861e8b10800b113b7dd27c

Observation 1e55feb5-eab7-4b81-a554-6ffe55868a4f · outbound

This paper cites Expressive body capture: 3d hands, face, and body from a single image.

Distinguishing Imitation Error from Intrinsic Motion Learning Difficulty Expressive body capture: 3d hands, face, and body from a single image

Reference 32

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source=pdf_text observed=2026-08-03T18:03:14.550247Z digest=sha256:11d051cb0bf58e432ee89b0788789368e0ae03ab3243cedb3ea155840506c284

Observation 1d85aa8b-2e48-4a0a-a417-b80f9f2d232a · outbound

This paper cites Deepmimic: Example-guided deep reinforce- ment learning of physics-based character skills.ACM Trans- actions On Graphics (TOG), 37(4):1–14, 2018.

Distinguishing Imitation Error from Intrinsic Motion Learning Difficulty Deepmimic: Example-guided deep reinforce- ment learning of physics-based character skills.ACM Trans- actions On Graphics (TOG), 37(4):1–14, 2018

Reference 33

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source=pdf_text observed=2026-08-03T18:03:14.612665Z digest=sha256:d4bcca9a8c793ea6ec6e9b66ece9833434f5cf1c2a260caab781e0d92812898e

Observation 9c8b4922-3a77-4d5e-a133-b0925b6af75c · outbound

This paper cites Deeploco: Dynamic locomotion skills using hierarchical deep reinforcement learning.Acm transactions on graphics (TOG), 36(4):1–13, 2017.

Distinguishing Imitation Error from Intrinsic Motion Learning Difficulty Deeploco: Dynamic locomotion skills using hierarchical deep reinforcement learning.Acm transactions on graphics (TOG), 36(4):1–13, 2017

Reference 34

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source=pdf_text observed=2026-08-03T18:03:14.693839Z digest=sha256:286658979cecee6d1f97dd640e9c3d9d79d2b17b32f368691f05185f81a2cda7

Observation 0ae8c679-3fb9-41c9-973b-0a6c714f7171 · outbound

This paper cites Mcp: Learning composable hierarchical control with multiplicative compositional policies.Advances in neural information processing systems, 32, 2019.

Distinguishing Imitation Error from Intrinsic Motion Learning Difficulty Mcp: Learning composable hierarchical control with multiplicative compositional policies.Advances in neural information processing systems, 32, 2019

Reference 35

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source=pdf_text observed=2026-08-03T18:03:14.764493Z digest=sha256:75ef9c2237202b87b14fb9dc5cbc1900ad2fcba8fe2b68e411cbb4678604e1ab

Observation b82cc581-eeb6-4f50-8630-c6bf78f5696e · outbound

This paper cites Ase: Large-scale reusable adversarial skill embeddings for physically simulated characters.ACM Transactions On Graphics (TOG), 41(4):1–17, 2022.

Distinguishing Imitation Error from Intrinsic Motion Learning Difficulty Ase: Large-scale reusable adversarial skill embeddings for physically simulated characters.ACM Transactions On Graphics (TOG), 41(4):1–17, 2022

Reference 36

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source=pdf_text observed=2026-08-03T18:03:14.830659Z digest=sha256:7c38b5614230e5646afc82fa1d8b23f1bb05560b133e1679cce5f748460408fb

Observation c675dfb5-4e8c-4fd3-aee0-b2450767576b · outbound

This paper cites Sfv: Reinforcement learning of physical skills from videos.ACM Transactions On Graphics (TOG), 37(6):1–14, 2018.

Distinguishing Imitation Error from Intrinsic Motion Learning Difficulty Sfv: Reinforcement learning of physical skills from videos.ACM Transactions On Graphics (TOG), 37(6):1–14, 2018

Reference 37

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source=pdf_text observed=2026-08-03T18:03:14.905825Z digest=sha256:19b986d77b70f3f26524bca098975843513a893929e9b727afb6aea59ded15dc

Observation be11a6f5-fedf-46eb-bc1c-73a164f53df3 · outbound

This paper cites Amp: Adversarial motion priors for styl- ized physics-based character control.ACM Transactions on Graphics (TOG), 40(4):1–20, 2021.

Distinguishing Imitation Error from Intrinsic Motion Learning Difficulty Amp: Adversarial motion priors for styl- ized physics-based character control.ACM Transactions on Graphics (TOG), 40(4):1–20, 2021

Reference 38

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source=pdf_text observed=2026-08-03T18:03:14.962130Z digest=sha256:421025eeee6455c4aec5e59ba6b25bb5fb3aa65c13de37d28cb4434c3db28505

Observation 10fd7683-37d3-48fb-8a34-8f7f7cbee0d9 · outbound

This paper cites Magshield: Towards better robustness in sparse inertial motion capture under magnetic disturbances.

Distinguishing Imitation Error from Intrinsic Motion Learning Difficulty Magshield: Towards better robustness in sparse inertial motion capture under magnetic disturbances

Reference 39

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source=pdf_text observed=2026-08-03T18:03:15.052657Z digest=sha256:83d2917de98d382e7006c9c3ed644a3d5c26efa948ef00fae22fe0968372b3cc

Observation 80dde029-a92d-4082-9b82-9e8d736e1646 · outbound

This paper cites Physcap: Physically plausible monocular 3d motion capture in real time.ACM Transactions on Graphics, 39(6), dec 2020.

Distinguishing Imitation Error from Intrinsic Motion Learning Difficulty Physcap: Physically plausible monocular 3d motion capture in real time.ACM Transactions on Graphics, 39(6), dec 2020

Reference 40

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source=pdf_text observed=2026-08-03T18:03:15.135389Z digest=sha256:6d826ac1ff9346cebaea259d91cc1870df7cb725a3048da7965e0932e9b23df5

Observation b638ee57-c38b-49b5-b785-eec6e9aa7ca7 · outbound

This paper cites Curriculum learning: A survey.Int.

Distinguishing Imitation Error from Intrinsic Motion Learning Difficulty Curriculum learning: A survey.Int

Reference 41

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source=pdf_text observed=2026-08-03T18:03:15.226257Z digest=sha256:5f4dcf77923ddf77c1aec3400a87762d674c9f5646248abbad68acebb6b8fdc0

Observation ce247b89-356a-4fd3-a467-239b20ca1c0a · outbound

This paper cites Aist dance video database: Multi-genre, multi-dancer, and multi-camera database for dance informa- tion processing.

Distinguishing Imitation Error from Intrinsic Motion Learning Difficulty Aist dance video database: Multi-genre, multi-dancer, and multi-camera database for dance informa- tion processing

Reference 42

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no resolver link, observed 2026-08-03T18:03:15.278913Z

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source=pdf_text observed=2026-08-03T18:03:15.278913Z digest=sha256:230e6aa417c8f31dd9c1b4e200e148ecce1b2295107b1077bb85f258e2650194

Observation 7fe74cc6-c1e5-49a7-ab9a-2388b1ae773f · outbound

This paper cites Unitree G1 humanoid robot.https: //www.unitree.com/cn/g1, 2024.

Distinguishing Imitation Error from Intrinsic Motion Learning Difficulty Unitree G1 humanoid robot.https: //www.unitree.com/cn/g1, 2024

Reference 43

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source=pdf_text observed=2026-08-03T18:03:15.346922Z digest=sha256:82fd22ffdf74fb8638f29c37d2b83746cd155ff1113234c1032e154f91f42c45

Observation 76c80595-f393-4953-8132-92fe48efc8ce · outbound

This paper cites Mocapact: A multi-task dataset for simulated humanoid con- trol.Advances in Neural Information Processing Systems, 35:35418–35431, 2022.

Distinguishing Imitation Error from Intrinsic Motion Learning Difficulty Mocapact: A multi-task dataset for simulated humanoid con- trol.Advances in Neural Information Processing Systems, 35:35418–35431, 2022

Reference 44

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no resolver link, observed 2026-08-03T18:03:15.443689Z

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source=pdf_text observed=2026-08-03T18:03:15.443689Z digest=sha256:1f75a28568cb52811ccca841099e1e9912576f1ce92523ed048f30e4a4105718

Observation d47045fa-ea5e-423d-beb4-5473c9d49307 · outbound

This paper cites UniCon: Universal Neural Controller For Physics-based Character Motion.

Distinguishing Imitation Error from Intrinsic Motion Learning Difficulty UniCon: Universal Neural Controller For Physics-based Character Motion

Reference 45

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unresolved
no resolver link, observed 2026-08-03T18:03:15.514070Z

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source=pdf_text observed=2026-08-03T18:03:15.514070Z digest=sha256:adf44f0f550e4fba28401f27e595d02a9c6fd5f6ae4cb8cd5272d55ba5ed717b

Observation a8d7dc37-90c7-4579-b3c3-34fbf6501e7f · outbound

This paper cites Quest- sim: Human motion tracking from sparse sensors with simu- lated avatars.

Distinguishing Imitation Error from Intrinsic Motion Learning Difficulty Quest- sim: Human motion tracking from sparse sensors with simu- lated avatars

Reference 46

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no resolver link, observed 2026-08-03T18:03:15.613206Z

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source=pdf_text observed=2026-08-03T18:03:15.613206Z digest=sha256:250cc1c88d14644178f4b6229ecab9a3c643af48c2d5ac740bceeb57a5e1b79e

Observation a4ef784c-dac1-4e89-a355-ff2b7a26fe98 · outbound

This paper cites A scalable approach to control diverse behaviors for physi- cally simulated characters.ACM Transactions on Graphics (TOG), 39(4):33–1, 2020.

Distinguishing Imitation Error from Intrinsic Motion Learning Difficulty A scalable approach to control diverse behaviors for physi- cally simulated characters.ACM Transactions on Graphics (TOG), 39(4):33–1, 2020

Reference 47

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no resolver link, observed 2026-08-03T18:03:15.741167Z

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source=pdf_text observed=2026-08-03T18:03:15.741167Z digest=sha256:0d20d7b996e8de156bd958b3db51c796557214612a8d77d9f6a239730bbe1067

Observation 2525c04b-a452-4a6a-b31d-232a17019749 · outbound

This paper cites Controlvae: Model-based learning of generative controllers for physics-based characters.ACM Trans.

Distinguishing Imitation Error from Intrinsic Motion Learning Difficulty Controlvae: Model-based learning of generative controllers for physics-based characters.ACM Trans

Reference 48

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source=pdf_text observed=2026-08-03T18:03:15.873313Z digest=sha256:63aa35e221b20469fcb5daaae85b8e50b9b38da498fe358e1a7a82bf788db87c

Observation cae41895-f9c7-4048-9640-d9c98236f50a · outbound

This paper cites Moconvq: Unified physics- based motion control via scalable discrete representations.

Distinguishing Imitation Error from Intrinsic Motion Learning Difficulty Moconvq: Unified physics- based motion control via scalable discrete representations

Reference 49

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source=pdf_text observed=2026-08-03T18:03:16.016533Z digest=sha256:f89e3ac7521e4ed468183e60cea7b04ba519fb57d5abd604934baac71a63ada7

Observation 1737fffd-7ede-489f-b5e0-4eacd5c78d44 · outbound

This paper cites Shape-aware inertial poser: Motion tracking for humans with diverse shapes using sparse inertial sensors,.

Distinguishing Imitation Error from Intrinsic Motion Learning Difficulty Shape-aware inertial poser: Motion tracking for humans with diverse shapes using sparse inertial sensors,

Reference 50

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source=pdf_text observed=2026-08-03T18:03:16.099300Z digest=sha256:72a1f836521238584518c7a6ae64cc349c6342ac24ab5fbcaff4f2bd65ace747

Observation d9a67ea5-5b23-4796-ae3a-d33dde9949a0 · outbound

This paper cites Ego-pose estimation and forecast- ing as real-time pd control.

Distinguishing Imitation Error from Intrinsic Motion Learning Difficulty Ego-pose estimation and forecast- ing as real-time pd control

Reference 51

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unresolved
no resolver link, observed 2026-08-03T18:03:16.163573Z

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source=pdf_text observed=2026-08-03T18:03:16.163573Z digest=sha256:ea258b86ff045ea8b894a870daf1709f451a5e8215616bdbcfc5a964c5114070

Observation b92aa544-ac2c-4650-9fac-5919314ef8f9 · outbound

This paper cites Residual force control for ag- ile human behavior imitation and extended motion synthe- sis.Advances in Neural Information Processing Systems, 33:21763–21774, 2020.

Distinguishing Imitation Error from Intrinsic Motion Learning Difficulty Residual force control for ag- ile human behavior imitation and extended motion synthe- sis.Advances in Neural Information Processing Systems, 33:21763–21774, 2020

Reference 52

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source=pdf_text observed=2026-08-03T18:03:16.234180Z digest=sha256:8109e312e0358a7e93b95631da18918e76e4967fd78a4420120c745248a43493

Observation 2b262bd6-d88f-468c-8859-849b746cf0f7 · outbound

This paper cites TWIST: Teleoperated Whole-Body Imitation System.

Distinguishing Imitation Error from Intrinsic Motion Learning Difficulty TWIST: Teleoperated Whole-Body Imitation System

Reference 53

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unresolved
no resolver link, observed 2026-08-03T18:03:16.298723Z

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source=pdf_text observed=2026-08-03T18:03:16.298723Z digest=sha256:4d7ae44a9360bc333a66a50d4d4700369582b48319ec6d15504337337aee3165

Observation 6c091527-baac-4d8b-8e4d-73042097c307 · outbound

This paper cites Ego- body: Human body shape and motion of interacting peo- ple from head-mounted devices.

Distinguishing Imitation Error from Intrinsic Motion Learning Difficulty Ego- body: Human body shape and motion of interacting peo- ple from head-mounted devices

Reference 54

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no resolver link, observed 2026-08-03T18:03:16.364168Z

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source=pdf_text observed=2026-08-03T18:03:16.364168Z digest=sha256:811f89d0122cec52426e253ec2f8d965d3fa66c3f1a40192ebd524fa970f7352

Observation 9ebb493f-9fe7-47f8-8bf1-5e479142e73b · outbound

This paper cites A plug-and-play physical motion restoration approach for in-the-wild high- difficulty motions.

Distinguishing Imitation Error from Intrinsic Motion Learning Difficulty A plug-and-play physical motion restoration approach for in-the-wild high- difficulty motions

Reference 55

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source=pdf_text observed=2026-08-03T18:03:16.420589Z digest=sha256:c18f893d846cfd2e04183711e08699f3b55a46b28fbda1449d1cbab826121799

Observation 430fa2cd-8da7-4f97-8b5a-f586f88f6fe1 · outbound

This paper cites Motion-X++: A Large-Scale Multimodal 3D Whole-body Human Motion Dataset.

Distinguishing Imitation Error from Intrinsic Motion Learning Difficulty Motion-X++: A Large-Scale Multimodal 3D Whole-body Human Motion Dataset

Reference 56

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unresolved
no resolver link, observed 2026-08-03T18:03:16.562662Z

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source=pdf_text observed=2026-08-03T18:03:16.562662Z digest=sha256:0fd83e910d6f83e59aeffc410ffe20de37691d51472b2cd05c4e23c5e6bcd3e0

Observation 370c1fa7-fd46-4cc5-a506-b422a5f962be · outbound

This paper cites Human motion tracking con- trol with strict contact force constraints for floating-base hu- manoid robots.

Distinguishing Imitation Error from Intrinsic Motion Learning Difficulty Human motion tracking con- trol with strict contact force constraints for floating-base hu- manoid robots

Reference 57

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no resolver link, observed 2026-08-03T18:03:16.680717Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T18:03:16.680717Z digest=sha256:b8fb4943f8dfd6087c0c244f2056e7df5330e77eac870da8b41510338fb1cdc5

Observation 7f71fca4-e12c-4c81-b275-b07c1c605338 · outbound

This paper cites Transformer imu calibrator: Dynamic on-body imu calibration for inertial motion capture.ACM Trans.

Distinguishing Imitation Error from Intrinsic Motion Learning Difficulty Transformer imu calibrator: Dynamic on-body imu calibration for inertial motion capture.ACM Trans

Reference 58

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source=pdf_text observed=2026-08-03T18:03:16.734954Z digest=sha256:d1b6e54595aafbce284fc871bd68b46a30f6c23f4472f1177b180634bc6e64f5

Pith citing papers

Observation 95e0a12c-06b5-4f6c-9d13-61fe22d86a61 · inbound

ThorArena: Benchmarking Humanoid Physical Interaction with Human Motion-Force Demonstrations cites this paper.

ThorArena: Benchmarking Humanoid Physical Interaction with Human Motion-Force Demonstrations Distinguishing Imitation Error from Intrinsic Motion Learning Difficulty

Reference 25

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verified exact
local_arxiv, observed 2026-07-08T18:15:21.350943Z

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=2026-07-08T18:10:36.258268Z digest=sha256:b8f6de6d7d87c219dadc0363028d21f25afef238c9a8e5bf03aabba9a2732d07