Paper Citation Record · LEDGER

Mogo: RQ Hierarchical Causal Transformer for High-Quality 3D Human Motion Generation

As of 13 August 2026, this Paper Citation Record lists 47 of 47 outbound references and 2 inbound Pith citation observations for arXiv:2412.07797.

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

pith.paper-citation-record.v1
2412.07797 v1

Coverage vector

measured 47 of 47 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T21:59:00.831962Z

measured 49 of 49 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-12T06:34:41.77262+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-12T13:02:31.728467Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-12T13:02:33.216965Z

Reference resolution

47 of 47 outbound references displayed

verified exact0
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 6fb30838-d2b7-48d2-b167-a2905e55aa3b · outbound

This paper cites Ahuja and L.

Mogo: RQ Hierarchical Causal Transformer for High-Quality 3D Human Motion Generation Ahuja and L

Reference 1

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Observation 0abc43f2-2dff-4e2a-aaa4-0efde6ebe489 · outbound

This paper cites an unresolved cited work.

Mogo: RQ Hierarchical Causal Transformer for High-Quality 3D Human Motion Generation Unresolved cited work

Reference 2

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Observation 10497420-112a-4d41-873a-fccc4d4cad9f · outbound

This paper cites Language Models are Few-Shot Learners.

Mogo: RQ Hierarchical Causal Transformer for High-Quality 3D Human Motion Generation Language Models are Few-Shot Learners

Reference 3

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Observation 2a9f7fa6-3521-40dd-8a38-61c9b22c2d38 · outbound

This paper cites Deep video generation, prediction and completion of human action sequences.

Mogo: RQ Hierarchical Causal Transformer for High-Quality 3D Human Motion Generation Deep video generation, prediction and completion of human action sequences

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T21:59:01.224367Z

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Observation 2b0c43ad-793e-4598-87bb-8bd9890296e4 · outbound

This paper cites Murphy, William T.

Mogo: RQ Hierarchical Causal Transformer for High-Quality 3D Human Motion Generation Murphy, William T

Reference 5

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Observation 8ca6b4db-b0b3-4352-96e1-67ee0f94941a · outbound

This paper cites Chen, Chengkuan Chen, Yicong Li, Tiffany Y.

Mogo: RQ Hierarchical Causal Transformer for High-Quality 3D Human Motion Generation Chen, Chengkuan Chen, Yicong Li, Tiffany Y

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T21:59:01.206838Z

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Observation 34e3737d-f557-4f3a-833d-6071691dcffa · outbound

This paper cites Executing your commands via motion diffusion in latent space.

Mogo: RQ Hierarchical Causal Transformer for High-Quality 3D Human Motion Generation Executing your commands via motion diffusion in latent space

Reference 7

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Observation f4f65d82-7e3c-4ef7-82ab-c6ee89c87ef6 · outbound

This paper cites Transformer-XL: At- tentive language models beyond a fixed-length context.

Mogo: RQ Hierarchical Causal Transformer for High-Quality 3D Human Motion Generation Transformer-XL: At- tentive language models beyond a fixed-length context

Reference 8

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Observation 371a702e-4539-496e-b139-e92be2e23988 · outbound

This paper cites CogView2: Faster and Better Text-to-Image Generation via Hierarchical Transformers.

Mogo: RQ Hierarchical Causal Transformer for High-Quality 3D Human Motion Generation CogView2: Faster and Better Text-to-Image Generation via Hierarchical Transformers

Reference 9

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Observation 06f081b0-d9aa-4ab7-8187-5c1370358c89 · outbound

This paper cites Synthesis of compositional animations from textual descriptions.

Mogo: RQ Hierarchical Causal Transformer for High-Quality 3D Human Motion Generation Synthesis of compositional animations from textual descriptions

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T21:59:01.180584Z

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Observation c56629a7-ab28-4330-8174-c3660c37555e · outbound

This paper cites Chatglm: A family of large language mod- els from glm-130b to glm-4 all tools, 2024.

Mogo: RQ Hierarchical Causal Transformer for High-Quality 3D Human Motion Generation Chatglm: A family of large language mod- els from glm-130b to glm-4 all tools, 2024

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T21:59:01.171165Z

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Observation 487b197c-e4b7-4abf-acd0-578d374c419f · outbound

This paper cites Ac- tion2motion: Conditioned generation of 3d human motions.

Mogo: RQ Hierarchical Causal Transformer for High-Quality 3D Human Motion Generation Ac- tion2motion: Conditioned generation of 3d human motions

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T21:59:01.161861Z

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Observation 7ec22085-2a66-40af-bfe4-a03af86dc8d8 · outbound

This paper cites Generating diverse and natural 3d human motions from text.

Mogo: RQ Hierarchical Causal Transformer for High-Quality 3D Human Motion Generation Generating diverse and natural 3d human motions from text

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T21:59:01.152735Z

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Observation e42ea98d-857e-4153-8dc8-0898d52557f9 · outbound

This paper cites Tm2t: Stochastic and tokenized modeling for the reciprocal gener- ation of 3d human motions and texts.

Mogo: RQ Hierarchical Causal Transformer for High-Quality 3D Human Motion Generation Tm2t: Stochastic and tokenized modeling for the reciprocal gener- ation of 3d human motions and texts

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T21:59:01.142870Z

Source-reported events for the cited work

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Observation 191a0a08-1949-4844-a998-25481d12e03c · outbound

This paper cites Action2video: Gener- ating videos of human 3d actions.

Mogo: RQ Hierarchical Causal Transformer for High-Quality 3D Human Motion Generation Action2video: Gener- ating videos of human 3d actions

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T21:59:01.133612Z

Source-reported events for the cited work

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Observation ad6ddf6c-f7f2-4efd-bccb-1d48f7906bc4 · outbound

This paper cites Momask: Generative masked mod- eling of 3d human motions.

Mogo: RQ Hierarchical Causal Transformer for High-Quality 3D Human Motion Generation Momask: Generative masked mod- eling of 3d human motions

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T21:59:01.124280Z

Source-reported events for the cited work

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Observation e3acedc8-e1ed-4dc6-a7cd-30abd6d4ffcf · outbound

This paper cites Gans trained by a two time-scale update rule converge to a local nash equilib- rium.

Mogo: RQ Hierarchical Causal Transformer for High-Quality 3D Human Motion Generation Gans trained by a two time-scale update rule converge to a local nash equilib- rium

Reference 17

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Observation 16173c95-e0b3-497f-9213-02e2fbbcaec1 · outbound

This paper cites Motiongpt: Human motion as a foreign language.

Mogo: RQ Hierarchical Causal Transformer for High-Quality 3D Human Motion Generation Motiongpt: Human motion as a foreign language

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T21:59:01.105666Z

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Observation 4027dbb8-e875-4428-a895-789421a7c6a1 · outbound

This paper cites Brown, Benjamin Chess, Rewon Child, Scott Gray, Alec Radford, Jeffrey Wu, and Dario Amodei.

Mogo: RQ Hierarchical Causal Transformer for High-Quality 3D Human Motion Generation Brown, Benjamin Chess, Rewon Child, Scott Gray, Alec Radford, Jeffrey Wu, and Dario Amodei

Reference 19

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Source-reported events for the cited work

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Observation 00e661cb-c32c-43a9-b09c-7fe32fe7fb38 · outbound

This paper cites FLAME: Free-form Language-based Motion Synthesis & Editing.

Mogo: RQ Hierarchical Causal Transformer for High-Quality 3D Human Motion Generation FLAME: Free-form Language-based Motion Synthesis & Editing

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-11T21:59:00.756326Z

Source-reported events for the cited work

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Observation 870e23f9-3b96-48f0-af03-ee061b3b6f2a · outbound

This paper cites Priority-centric human motion genera- tion in discrete latent space, 2023.

Mogo: RQ Hierarchical Causal Transformer for High-Quality 3D Human Motion Generation Priority-centric human motion genera- tion in discrete latent space, 2023

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T21:59:01.091442Z

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Observation 138a9a06-a8d3-4f23-9e47-d901b8bd7e57 · outbound

This paper cites Omg: Towards open-vocabulary motion generation via mix- ture of controllers.

Mogo: RQ Hierarchical Causal Transformer for High-Quality 3D Human Motion Generation Omg: Towards open-vocabulary motion generation via mix- ture of controllers

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T21:59:01.082938Z

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Observation 2edaea5e-b392-4e01-9331-6f9b0aa02848 · outbound

This paper cites Swin transformer: Hierarchical vision transformer using shifted windows.

Mogo: RQ Hierarchical Causal Transformer for High-Quality 3D Human Motion Generation Swin transformer: Hierarchical vision transformer using shifted windows

Reference 23

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Observation 4b49a8b0-5deb-4e10-a68e-1f672d622cad · outbound

This paper cites SGDR: Stochastic gradi- ent descent with warm restarts.

Mogo: RQ Hierarchical Causal Transformer for High-Quality 3D Human Motion Generation SGDR: Stochastic gradi- ent descent with warm restarts

Reference 24

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Observation fa69ab03-75df-41bc-bc18-ef7ec7007537 · outbound

This paper cites Troje, Ger- ard Pons-Moll, and Michael J.

Mogo: RQ Hierarchical Causal Transformer for High-Quality 3D Human Motion Generation Troje, Ger- ard Pons-Moll, and Michael J

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T21:59:01.062954Z

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Observation 41b112ac-3cab-4f57-8ead-7681fb15b765 · outbound

This paper cites Hierarchical transformers are more efficient language models.

Mogo: RQ Hierarchical Causal Transformer for High-Quality 3D Human Motion Generation Hierarchical transformers are more efficient language models

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T21:59:01.054620Z

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Observation 1652bc0b-7399-4296-9280-ca8ea03800d3 · outbound

This paper cites Pappagari, Piotr ˙Zelasko, Jes´us Villalba, Yishay Carmiel, and Najim Dehak.

Mogo: RQ Hierarchical Causal Transformer for High-Quality 3D Human Motion Generation Pappagari, Piotr ˙Zelasko, Jes´us Villalba, Yishay Carmiel, and Najim Dehak

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T21:59:01.045073Z

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Observation ec8ebc47-3b3d-45b1-8680-a6b2408f7fae · outbound

This paper cites Black, and G ¨ul Varol.

Mogo: RQ Hierarchical Causal Transformer for High-Quality 3D Human Motion Generation Black, and G ¨ul Varol

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T21:59:01.035630Z

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Observation 6d0ae4e7-e484-4308-84e3-b1295a70f447 · outbound

This paper cites Mmm: Generative masked motion model, 2024.

Mogo: RQ Hierarchical Causal Transformer for High-Quality 3D Human Motion Generation Mmm: Generative masked motion model, 2024

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T21:59:01.026368Z

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Observation 543b52f5-8712-4e4b-ad08-872580f1073f · outbound

This paper cites The KIT motion-language dataset.

Mogo: RQ Hierarchical Causal Transformer for High-Quality 3D Human Motion Generation The KIT motion-language dataset

Reference 30

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Source-reported events for the cited work

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Observation a570f79b-a83a-4020-8383-de05fbf8ad0d · outbound

This paper cites Learning transferable visual models from natural language supervision.

Mogo: RQ Hierarchical Causal Transformer for High-Quality 3D Human Motion Generation Learning transferable visual models from natural language supervision

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T21:59:01.012022Z

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Mogo: RQ Hierarchical Causal Transformer for High-Quality 3D Human Motion Generation Unresolved cited work

Reference 32

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Observation 5578ec87-20a5-44a8-b64c-d69f1ac873dd · outbound

This paper cites High-resolution image syn- thesis with latent diffusion models, 2021.

Mogo: RQ Hierarchical Causal Transformer for High-Quality 3D Human Motion Generation High-resolution image syn- thesis with latent diffusion models, 2021

Reference 33

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Observation b7791359-ef65-42eb-9c9a-7982d617842c · outbound

This paper cites Human motion diffu- sion model.

Mogo: RQ Hierarchical Causal Transformer for High-Quality 3D Human Motion Generation Human motion diffu- sion model

Reference 34

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Observation 0ffc5829-64c4-4ae0-82a7-16c3378224bc · outbound

This paper cites Neural discrete representation learning.

Mogo: RQ Hierarchical Causal Transformer for High-Quality 3D Human Motion Generation Neural discrete representation learning

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T21:59:00.987049Z

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Observation ebfdf256-4d57-4b52-9cdd-820cee900fd9 · outbound

This paper cites Shazeer, Niki Parmar, Jakob Uszkoreit, Llion Jones, Aidan N.

Mogo: RQ Hierarchical Causal Transformer for High-Quality 3D Human Motion Generation Shazeer, Niki Parmar, Jakob Uszkoreit, Llion Jones, Aidan N

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T21:59:00.977955Z

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Observation 8d97ef13-934f-431c-b9e9-4076994f6272 · outbound

This paper cites Emu3: Next-token prediction is all you need.

Mogo: RQ Hierarchical Causal Transformer for High-Quality 3D Human Motion Generation Emu3: Next-token prediction is all you need

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T21:59:00.968914Z

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Observation 9ed4050f-722e-4c11-b86f-aa0bfaa78df0 · outbound

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Mogo: RQ Hierarchical Causal Transformer for High-Quality 3D Human Motion Generation Unresolved cited work

Reference 38

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Observation bd7df208-471d-4d83-ba42-70b328fd3867 · outbound

This paper cites Learning diverse stochastic human-action generators by learning smooth la- tent transitions, 2019.

Mogo: RQ Hierarchical Causal Transformer for High-Quality 3D Human Motion Generation Learning diverse stochastic human-action generators by learning smooth la- tent transitions, 2019

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T21:59:00.950974Z

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Observation b7277666-5c22-4dd1-8106-12320ff4514e · outbound

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Mogo: RQ Hierarchical Causal Transformer for High-Quality 3D Human Motion Generation Unresolved cited work

Reference 40

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Observation aa7b6365-8c65-4c1b-9d30-54ba70a0483c · outbound

This paper cites Prompt engineering a prompt engineer.

Mogo: RQ Hierarchical Causal Transformer for High-Quality 3D Human Motion Generation Prompt engineering a prompt engineer

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T21:59:00.932918Z

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Observation 24a65980-fac7-4e8d-a4aa-6efc565758e0 · outbound

This paper cites Animationgpt:an aigc tool for generating game combat mo- tion assets.

Mogo: RQ Hierarchical Causal Transformer for High-Quality 3D Human Motion Generation Animationgpt:an aigc tool for generating game combat mo- tion assets

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T21:59:00.924461Z

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Observation 0be45cf8-430a-418d-b3e0-ba3f77804286 · outbound

This paper cites T2m-gpt: Generating human motion from textual de- scriptions with discrete representations.

Mogo: RQ Hierarchical Causal Transformer for High-Quality 3D Human Motion Generation T2m-gpt: Generating human motion from textual de- scriptions with discrete representations

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T21:59:00.915551Z

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Observation 7e7ed5b1-c9f6-4366-abc9-bc6a5c19cf0a · outbound

This paper cites MotionDiffuse: Text-Driven Human Motion Generation with Diffusion Model.

Mogo: RQ Hierarchical Causal Transformer for High-Quality 3D Human Motion Generation MotionDiffuse: Text-Driven Human Motion Generation with Diffusion Model

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-11T21:59:00.822292Z

Source-reported events for the cited work

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Observation 2aa3a18d-b925-46e7-8bcd-2cd6b1fd47fc · outbound

This paper cites ReMoDiffuse: Retrieval-Augmented Motion Diffusion Model.

Mogo: RQ Hierarchical Causal Transformer for High-Quality 3D Human Motion Generation ReMoDiffuse: Retrieval-Augmented Motion Diffusion Model

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-11T21:59:00.825552Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 27799f90-864a-41e7-817c-b4e83b2dfe2e · outbound

This paper cites Attt2m: Text-driven human motion generation with multi- perspective attention mechanism.

Mogo: RQ Hierarchical Causal Transformer for High-Quality 3D Human Motion Generation Attt2m: Text-driven human motion generation with multi- perspective attention mechanism

Reference 46

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T21:59:00.906034Z

Source-reported events for the cited work

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Observation 12118471-662c-4b4e-ab61-8b758bbd89a9 · outbound

This paper cites walk like a monkey.

Mogo: RQ Hierarchical Causal Transformer for High-Quality 3D Human Motion Generation walk like a monkey

Reference 47

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T21:59:00.895633Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Pith citing papers

Observation 095fc63c-918d-48a3-b117-e1090b2bf474 · inbound

Rethinking Diffusion for Text-Driven Human Motion Generation: Redundant Representations, Evaluation, and Masked Autoregression cites this paper.

Rethinking Diffusion for Text-Driven Human Motion Generation: Redundant Representations, Evaluation, and Masked Autoregression Mogo: RQ Hierarchical Causal Transformer for High-Quality 3D Human Motion Generation

Reference 18

Resolution: verified exact; local_arxiv, observed 2026-08-12T13:02:33.221375Z

Source-reported events for the cited work

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Observation 1bf7fd6e-690c-40a7-9772-259cc52668af · inbound

MoRAE: Flow-Friendly Self-Supervised Latents for Text-to-Motion Generation cites this paper.

MoRAE: Flow-Friendly Self-Supervised Latents for Text-to-Motion Generation Mogo: RQ Hierarchical Causal Transformer for High-Quality 3D Human Motion Generation

Reference 104

Resolution: unresolved; no resolver link, observed 2026-08-03T12:14:47.331478Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.